<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.0 20040830//EN" "journalpublishing.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="2.0" xml:lang="en" article-type="research-article"><front><journal-meta><journal-id journal-id-type="nlm-ta">JMIR Public Health Surveill</journal-id><journal-id journal-id-type="publisher-id">publichealth</journal-id><journal-id journal-id-type="index">9</journal-id><journal-title>JMIR Public Health and Surveillance</journal-title><abbrev-journal-title>JMIR Public Health Surveill</abbrev-journal-title><issn pub-type="epub">2369-2960</issn><publisher><publisher-name>JMIR Publications</publisher-name><publisher-loc>Toronto, Canada</publisher-loc></publisher></journal-meta><article-meta><article-id pub-id-type="publisher-id">v12i1e90130</article-id><article-id pub-id-type="doi">10.2196/90130</article-id><article-categories><subj-group subj-group-type="heading"><subject>Original Paper</subject></subj-group></article-categories><title-group><article-title>Associations of Health Care System Deficiency&#x2013;Related Patient Deterioration With Burnout, Depressive Symptoms, and Sleep Problems Among Emergency Medical Service Providers: Cross-Sectional Study</article-title></title-group><contrib-group><contrib contrib-type="author" equal-contrib="yes"><name name-style="western"><surname>Choi</surname><given-names>Min Seung</given-names></name><degrees>MPH</degrees><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="fn" rid="equal-contrib1">*</xref></contrib><contrib contrib-type="author" equal-contrib="yes"><name name-style="western"><surname>Kim</surname><given-names>Soo Jin</given-names></name><degrees>PhD</degrees><xref ref-type="aff" rid="aff1">1</xref><xref ref-type="aff" rid="aff2">2</xref><xref ref-type="fn" rid="equal-contrib1">*</xref></contrib><contrib contrib-type="author"><name name-style="western"><surname>Moon</surname><given-names>Yonghwan</given-names></name><degrees>MPH</degrees><xref ref-type="aff" rid="aff3">3</xref><xref ref-type="aff" rid="aff4">4</xref></contrib><contrib contrib-type="author" corresp="yes"><name name-style="western"><surname>Woo</surname><given-names>Hyekyung</given-names></name><degrees>PhD</degrees><xref ref-type="aff" rid="aff3">3</xref></contrib></contrib-group><aff id="aff1"><institution>Department of Emergency Medical Services, Graduate School of Public Health &#x0026; Welfare, Eulji University</institution><addr-line>Seongnam</addr-line><country>Republic of Korea</country></aff><aff id="aff2"><institution>Laboratory of Emergency Medical Services, Seoul National University Hospital Biomedical Research Institute</institution><addr-line>Seoul</addr-line><country>Republic of Korea</country></aff><aff id="aff3"><institution>Department of Health Administration, Kongju National University</institution><addr-line>56 Gongjudaehak-ro</addr-line><addr-line>Kongju-si</addr-line><country>Republic of Korea</country></aff><aff id="aff4"><institution>Division of Research Planning, National Center for Mental Health, Mental Health Research Institute</institution><addr-line>Seoul</addr-line><country>Republic of Korea</country></aff><contrib-group><contrib contrib-type="editor"><name name-style="western"><surname>Mavragani</surname><given-names>Amaryllis</given-names></name></contrib></contrib-group><contrib-group><contrib contrib-type="reviewer"><name name-style="western"><surname>Tusconi</surname><given-names>Massimo</given-names></name></contrib><contrib contrib-type="reviewer"><name name-style="western"><surname>Ham</surname><given-names>Seunghon</given-names></name></contrib><contrib contrib-type="reviewer"><name name-style="western"><surname>Kim</surname><given-names>Sunju</given-names></name></contrib></contrib-group><author-notes><corresp>Correspondence to Hyekyung Woo, PhD, Department of Health Administration, Kongju National University, 56 Gongjudaehak-ro, Kongju-si, 32588, Republic of Korea; <email>hkwoo@kongju.ac.kr</email></corresp><fn fn-type="equal" id="equal-contrib1"><label>*</label><p>these authors contributed equally</p></fn></author-notes><pub-date pub-type="collection"><year>2026</year></pub-date><pub-date pub-type="epub"><day>27</day><month>7</month><year>2026</year></pub-date><volume>12</volume><elocation-id>e90130</elocation-id><history><date date-type="received"><day>22</day><month>12</month><year>2025</year></date><date date-type="rev-recd"><day>23</day><month>05</month><year>2026</year></date><date date-type="accepted"><day>30</day><month>06</month><year>2026</year></date></history><copyright-statement>&#x00A9; Min Seung Choi, Soo Jin Kim, Yonghwan Moon, Hyekyung Woo. Originally published in JMIR Public Health and Surveillance (<ext-link ext-link-type="uri" xlink:href="https://publichealth.jmir.org">https://publichealth.jmir.org</ext-link>), 27.7.2026. </copyright-statement><copyright-year>2026</copyright-year><license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (<ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link>), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Public Health and Surveillance, is properly cited. The complete bibliographic information, a link to the original publication on <ext-link ext-link-type="uri" xlink:href="https://publichealth.jmir.org">https://publichealth.jmir.org</ext-link>, as well as this copyright and license information must be included.</p></license><self-uri xlink:type="simple" xlink:href="https://publichealth.jmir.org/2026/1/e90130"/><abstract><sec><title>Background</title><p>On February 6, 2024, the Korean government announced an increase in medical school enrollment quotas, triggering a nationwide strike by medical residents that precipitated a severe health care crisis. Prehospital emergency medical service (EMS) providers were forced to transport patients to distant hospitals, resulting in some patients experiencing symptom deterioration or death due to delayed critical care. Recent studies have examined moral injury&#x2014;a mental health response to events that undermine moral values&#x2014;among EMS providers, with exposure to potentially morally injurious events increasing the likelihood of depression, anxiety, and posttraumatic stress disorder. However, studies specifically examining the association between health care&#x2013;related patient deterioration experiences caused by health care service disruptions and mental health outcomes among EMS providers remain limited.</p></sec><sec><title>Objective</title><p>This study evaluated the associations of patient deterioration due to health care service disruptions (hereafter referred to as health care&#x2013;related patient deterioration experiences [HPDEs]) with burnout, depressive symptoms, and sleep problems among prehospital EMS providers during government&#x2013;medical community disputes.</p></sec><sec sec-type="methods"><title>Methods</title><p>We conducted a retrospective cross-sectional survey from November 1 to December 31, 2024, among EMS providers across South Korea using a web-based questionnaire. The independent variable was the presence or absence of HPDE, and the dependent variables were 3 mental health outcomes (personal burnout [PB], work-related burnout [WRB], and citizen-related burnout [CRB]), depressive symptoms, and sleep problems. <italic>&#x03C7;</italic><sup>2</sup> tests and multivariable logistic regression were used to assess associations and identify influencing factors after adjustment for potential confounders.</p></sec><sec sec-type="results"><title>Results</title><p>Of 845 participants, 75% (n=626) reported HPDEs, which were associated with higher odds of PB, WRB, CRB, depressive symptoms, and sleep problems. Additionally, sex, age, educational attainment, and work region significantly influenced burnout, depressive symptoms, and sleep problems.</p></sec><sec sec-type="conclusions"><title>Conclusions</title><p>During government&#x2013;medical community disputes, EMS providers exposed to HPDEs&#x2014;a form of potentially morally injurious event resulting from emergency medical resource shortages&#x2014;had significantly elevated odds of burnout, depressive symptoms, and sleep problems. These findings underscore the urgent need for systematic psychological interventions and regular mental health screenings, such as for moral injury, to mitigate adverse mental health outcomes during future health care service disruptions.</p></sec></abstract><kwd-group><kwd>patient deterioration</kwd><kwd>health care service disruptions</kwd><kwd>burnout</kwd><kwd>depression</kwd><kwd>sleep disorders</kwd><kwd>emergency medical technicians</kwd></kwd-group></article-meta></front><body><sec id="s1" sec-type="intro"><title>Introduction</title><p>On February 6, 2024, the Korean government announced an increase in medical school enrollment quotas to secure essential health care personnel. In response, beginning February 20, approximately 12,000 medical residents&#x2014;more than 90% of all residents&#x2014;initiated a strike by submitting their resignations [<xref ref-type="bibr" rid="ref1">1</xref>]. This led to a sharp reduction in essential medical personnel across hospitals nationwide, including emergency medical centers, disrupting both the broader health care system and the emergency medical system severely.</p><p>Prehospital emergency medical service (EMS) providers were particularly affected. Although these providers are required to transport emergency patients to the nearest available hospital after administering initial treatment [<xref ref-type="bibr" rid="ref2">2</xref>], many were frequently forced to seek hospitals farther away when nearby facilities could not accept patients. Emergency medical centers nationwide report bed availability and staffing levels in real time to the National Emergency Medical Center through the National Emergency Department Information System, and EMS providers use this data to select transport destinations. When a facility is unable to accept emergency patients due to staff shortages or other reasons, a &#x201C;care restriction message&#x201D; is displayed on the dashboard. In 2024, a total of 110,033 care restriction messages were recorded on the National Emergency Medical Center&#x2019;s integrated dashboard&#x2014;an 88% increase compared to 58,520 cases in 2023, prior to the crisis. Notably, care restrictions attributed to staff shortages surged to 43,658 cases, representing a 132.8% increase over the previous year [<xref ref-type="bibr" rid="ref3">3</xref>]. During this process, some patients experienced symptom deterioration or death due to delays in receiving critical emergency care that should have been promptly administered at hospitals. EMS providers witnessed these outcomes firsthand [<xref ref-type="bibr" rid="ref4">4</xref>,<xref ref-type="bibr" rid="ref5">5</xref>].</p><p>Recently, moral injury (MI) has been studied as a mental health issue among EMS providers and other health care professionals [<xref ref-type="bibr" rid="ref6">6</xref>-<xref ref-type="bibr" rid="ref8">8</xref>]. MI is a response to events that undermine an individual&#x2019;s beliefs and moral values [<xref ref-type="bibr" rid="ref6">6</xref>,<xref ref-type="bibr" rid="ref9">9</xref>], triggered by exposure to repetitive or severe potentially morally injurious events (PMIEs) [<xref ref-type="bibr" rid="ref10">10</xref>]. Individuals exposed to PMIEs are 2.6 times more likely to develop mental health disorders such as depression, anxiety, and posttraumatic stress disorder (PTSD) compared with those who are not exposed [<xref ref-type="bibr" rid="ref11">11</xref>]. EMS providers must make instantaneous decisions in life-and-death situations and often find themselves taking actions that conflict with their moral beliefs [<xref ref-type="bibr" rid="ref12">12</xref>]. Due to the nature of their work, they are repeatedly exposed to circumstances that can trigger MI [<xref ref-type="bibr" rid="ref8">8</xref>]. Frequent exposure to PMIEs increases the risk of developing MI [<xref ref-type="bibr" rid="ref10">10</xref>,<xref ref-type="bibr" rid="ref13">13</xref>,<xref ref-type="bibr" rid="ref14">14</xref>]. Its core features&#x2014;guilt, shame, and feelings of betrayal toward institutions or leadership&#x2014;not only contribute to mental health issues such as depression and anxiety [<xref ref-type="bibr" rid="ref15">15</xref>] but also carry significant occupational and social consequences. EMS providers who experience MI report stronger intentions to leave the profession [<xref ref-type="bibr" rid="ref16">16</xref>], along with increased rates of medical incidents and declines in care quality [<xref ref-type="bibr" rid="ref17">17</xref>]. Understanding EMS providers&#x2019; exposure to PMIEs and their association with mental health outcomes is therefore essential for prevention and intervention.</p><p>During health care service disruptions, such as the COVID-19 pandemic and government&#x2013;medical community disputes, emergency medical resources may become scarce and hospitals may be unable to accommodate incoming patients. In these contexts, EMS providers often face prolonged prehospital treatment times and witness patient deterioration helplessly. This study defines such specific and clinically critical incidents&#x2014;in which EMS providers fail to transport patients in a timely manner due to health care service disruptions and are forced to witness patient deterioration&#x2014;as health care&#x2013;related patient deterioration experiences (HPDEs). While PMIEs represent a broad psychological concept encompassing all events that violate an individual&#x2019;s moral beliefs, HPDEs constitute a specific, occupationally distinct type of event that EMS providers may experience as PMIEs [<xref ref-type="bibr" rid="ref18">18</xref>].</p><p>Although recent research has begun to explore MI among EMS providers and health care professionals, studies specifically examining the association between HPDE exposure and mental health outcomes remain limited. Accordingly, we evaluated associations of HPDEs with personal burnout (PB; the degree of physical and psychological fatigue and exhaustion experienced by an individual), work-related burnout (WRB; the degree of physical and psychological fatigue and exhaustion an individual feels in relation to their work), citizen-related burnout (CRB; the degree of physical and psychological fatigue and exhaustion an individual feels in relation to work involving interactions with citizens, ie, clients), depressive symptoms, and sleep problems among EMS providers in South Korea during health care service disruptions.</p></sec><sec id="s2" sec-type="methods"><title>Methods</title><sec id="s2-1"><title>Study Design and Population</title><p>This was a retrospective cross-sectional study. The survey was designed as an open web-based survey accessible to any EMS provider through a distributed link. Among the 14,310 EMS providers working in South Korea, 855 voluntarily participated in the survey, representing 6% of the total population. After excluding 1 participant who did not consent to participate and 9 participants with missing data regarding age and years of service, 845 participants were included in the analysis.</p></sec><sec id="s2-2"><title>Data Source and Collection</title><p>The survey was conducted over a 2-month period from November 1 to December 31, 2024, targeting EMS providers nationwide through an online questionnaire. To account for internet security access issues at some provincial fire departments, both Naver and Google platforms were used in parallel. To reflect the working environment and health status of EMS providers during health care service disruptions caused by government&#x2013;medical community disputes, as well as practical issues in emergency medical care, the validity of the questionnaire was reviewed through literature searches and interviews with field experts in emergency medical services, including EMS providers, emergency dispatching and operating centers, and a prehospital EMS policy officer. The final survey items were refined after the content had been modified through a pilot study.</p><p>The questionnaire, titled Korean EMS Provider&#x2019;s Working Environment in Situations of Medical Disruption, included items regarding the following five domains:</p><list list-type="order"><list-item><p>Experience with prehospital emergency medical activities related to health care service disruptions (transport difficulties, delayed transfer times, and exposure to HPDEs)</p></list-item><list-item><p>Work life (workplace social support, organizational culture, and job satisfaction)</p></list-item><list-item><p>Mental health (psychological well-being, psychological stress, work-related exhaustion, burnout, depressive symptoms, suicidal ideation, and sleep problems)</p></list-item><list-item><p>General health status (self-assessed health and dietary habits)</p></list-item><list-item><p>Demographic and sociological characteristics of the study population (sex, age, marital status, and work region)</p></list-item></list><p>To increase response rates, participation was encouraged through official letters, standardized study information sheets, and participation links sent to institutions employing EMS providers and firefighter unions. Institutional coordinators distributed these links to their affiliated EMS providers via emails and SMS messages. EMS providers who received the link reviewed the study information and voluntarily decided whether to participate. To prevent duplicate responses, participation was restricted to once per person. Furthermore, the survey was designed so that data were saved to the server only after participants responded to all items and clicked the Submit button, meaning incomplete responses were automatically excluded from the analysis.</p></sec><sec id="s2-3"><title>Variables and Measures</title><p>The independent variable was the presence or absence of HPDEs, whereas the 3 dependent variables were burnout, depressive symptoms, and sleep problems. The measurement methods for each variable were as follows.</p><sec id="s2-3-1"><title>HPDE</title><p>In this study, an HPDE was operationally defined as the specific clinical experience of EMS providers who are forced to helplessly witness patient deterioration due to structural deficiencies in the health care system and delays in care. HPDEs refer to EMS providers who witness patient deterioration due to health care&#x2013;related delays in care, corresponding to &#x201C;omission&#x201D; in the PMIE classification [<xref ref-type="bibr" rid="ref18">18</xref>]. In the survey, participants were asked whether they had ever witnessed patient deterioration due to a health care system failure resulting from health care service disruption caused by government&#x2013;medical community disputes that occurred after March 2024. Responses were categorized as &#x201C;yes&#x201D; for having such an experience at least once and &#x201C;no&#x201D; for not having that experience.</p></sec><sec id="s2-3-2"><title>Burnout</title><p>Burnout was assessed using the Korean version of the Copenhagen Burnout Inventory [<xref ref-type="bibr" rid="ref19">19</xref>], which consists of 3 domains: PB, WRB, and CRB [<xref ref-type="bibr" rid="ref20">20</xref>]. For each item, participants could choose from 5 options: &#x201C;always/almost always&#x201D; (100 points), &#x201C;often/very much&#x201D; (75 points), &#x201C;sometimes/somewhat&#x201D; (50 points), &#x201C;seldom/a little bit&#x201D; (25 points), and &#x201C;never/very little&#x201D; (0 points). Average scores were calculated for each domain; higher scores indicated higher levels of burnout. An average score of 50 points or higher in each domain was considered indicative of burnout [<xref ref-type="bibr" rid="ref21">21</xref>]. The Cronbach &#x03B1; for burnout was 0.96.</p></sec><sec id="s2-3-3"><title>Depressive Symptoms</title><p>Depressive symptoms were assessed using the Center for Epidemiologic Studies Depression Scale, which measures experiences over the past week and consists of 20 items. For each item, respondents could choose from &#x201C;less than 1 day per week,&#x201D; &#x201C;1&#x2010;2 days per week,&#x201D; &#x201C;3&#x2010;4 days per week,&#x201D; or &#x201C;5 or more days per week.&#x2019;&#x201D; Responses were converted into scores of 0 to 3 points according to the items. When the total score for the 20 items was 16 points or higher, the respondent was considered to have depressive symptoms [<xref ref-type="bibr" rid="ref22">22</xref>]. The Cronbach &#x03B1; for depressive symptoms was 0.93.</p></sec><sec id="s2-3-4"><title>Sleep Problems</title><p>Sleep problems were assessed by evaluating how frequently sleep-related issues occurred over the prior 12 months. The survey included 3 questions, with response options of &#x201C;daily,&#x201D; &#x201C;several times a week,&#x201D; &#x201C;several times a month,&#x201D; &#x201C;rarely,&#x201D; and &#x201C;never.&#x201D; Each response was converted into 0 to 4 points, and respondents with a total score of 6 points or higher were considered to have experienced sleep problems [<xref ref-type="bibr" rid="ref23">23</xref>]. The Cronbach &#x03B1; for sleep problems was 0.86.</p></sec></sec><sec id="s2-4"><title>Statistical Analysis</title><p>Continuous variables were reclassified into categorical boundaries for analysis; specifically, age was grouped into 5- to 10-year intervals (20&#x2010;29, 30&#x2010;34, 35&#x2010;39, 40&#x2010;44, and &#x2265;45 years), and years of service were grouped into specific intervals (&#x003C;4, 5&#x2010;9, 10&#x2010;14, and &#x2265;15 years). All categorical variables are presented as frequencies and percentages (n, %). <italic>&#x03C7;</italic><sup>2</sup> tests were performed to examine differences between participant characteristics and dependent variables. Logistic regression was conducted to determine odds ratios and 95% CIs for burnout, depressive symptoms, and sleep problems according to HPDE exposure status. In building the multivariable model, key demographic and occupational variables frequently used in previous studies of EMS providers and health care workers were comprehensively included as potential confounders. To prevent multicollinearity issues beforehand, correlations among covariates were examined. As a result, the correlation coefficients among age, years of service, and position were 0.7 or higher; therefore, only age&#x2014;the variable that best reflects the representativeness of the model&#x2014;was included. Additionally, after constructing the final multivariable model, multicollinearity was diagnosed by calculating the variance inflation factor (VIF), and it was confirmed that there was no multicollinearity issue as all VIF values were less than 5. Furthermore, since this study aimed to estimate the independent main effects of HPDE exposure, potential interactions between the primary independent variable and covariates were exploratorily evaluated. Although significant interactions were observed in some models, a main effects model excluding interaction terms was adopted as the primary analysis in the final multivariable model to focus on the primary hypothesis of main effects and to maintain the intuitiveness and consistency of result interpretation across the 5 dependent variable models. However, the identified interaction results are described as exploratory findings in the Results section. The final regression model included sex, age, marital status, household size, educational level, household income, job position, current assignment, work type, and work region as confounders. The goodness-of-fit of the multivariable logistic regression model was evaluated using the Hosmer-Lemeshow test and <italic>&#x03C7;</italic><sup>2</sup> tests; <italic>c</italic> statistics were measured to assess the discriminative ability of the final model. Analyses were performed using SAS (version 9.4; SAS Institute), and the statistical significance level was set at <italic>P</italic>&#x003C;.05.</p></sec><sec id="s2-5"><title>Ethical Considerations</title><p>This study was approved by the institutional review board of Eulji University (EUIRB2024&#x2013;102). Before beginning the survey, all participants were provided with detailed information regarding the study purpose, procedures, data collection, and academic use. Electronic written informed consent was obtained from those who voluntarily agreed to participate and consented to the academic use of their data. The collected data were processed to be untraceable and unidentifiable to ensure the anonymity and confidentiality of the participants. All participants were recorded solely by a unique identification number assigned in the order of their participation. Research data were stored in encrypted files on a secure server with restricted access, and strict security measures were implemented to prevent anyone other than the research team from accessing the data. As a token of appreciation for survey participation, a small mobile beverage coupon was provided. The provision of contact information was optional and collected only from participants who wished to receive compensation. Ten participants were randomly selected from those who voluntarily provided their contact information to receive coupons. The collected contact information was managed separately from the anonymous research data and safely discarded once the purpose of compensation was fulfilled.</p></sec></sec><sec id="s3" sec-type="results"><title>Results</title><p>Among the 845 study participants (<xref ref-type="fig" rid="figure1">Figure 1</xref>), 75% (n=626) reported HPDEs, which differed significantly by household size, current duties, and work region. The prevalences of mental health&#x2013;related symptoms among all participants were as follows: PB 50.1% (n=423), WRB 46.9% (n=396), CRB 52.8% (n=446), depressive symptoms 19.8% (n=167), and sleep problems 46.8% (n=395). All of these outcomes were more prevalent in the HPDE group, with statistically significant differences (<xref ref-type="table" rid="table1">Table 1</xref>).</p><fig position="float" id="figure1"><label>Figure 1.</label><caption><p>Flowchart of the study population selection among emergency medical service (EMS) providers in South Korea (November-December 2024).</p></caption><graphic alt-version="no" mimetype="image" position="float" xlink:type="simple" xlink:href="publichealth_v12i1e90130_fig01.png"/></fig><table-wrap id="t1" position="float"><label>Table 1.</label><caption><p>Demographic characteristics, occupational factors, and mental health status of emergency medical service (EMS) providers by health care&#x2013;related patient deterioration experience (HPDE) in South Korea (November-December 2024).</p></caption><table id="table1" frame="hsides" rules="groups"><thead><tr><td align="left" valign="middle">Potential risk factors</td><td align="left" valign="middle">Total (N=845), n (%)</td><td align="left" valign="middle">HPDE (n=626), n (%)</td><td align="left" valign="bottom">No HPDE (n=219), n (%)</td><td align="left" valign="middle"><italic>P</italic> value</td></tr></thead><tbody><tr><td align="left" valign="middle">Sex</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">.93</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Male</td><td align="left" valign="middle">635 (75.2)</td><td align="left" valign="middle">470 (75.1)</td><td align="left" valign="middle">165 (75.5)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Female</td><td align="left" valign="middle">210 (24.8)</td><td align="left" valign="middle">156 (24.9)</td><td align="left" valign="middle">54 (24.5)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle">Age</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">.12</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>20&#x2010;29</td><td align="left" valign="middle">109 (12.9)</td><td align="left" valign="middle">86 (13.7)</td><td align="left" valign="middle">23 (10.5)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>30&#x2010;34</td><td align="left" valign="middle">335 (39.6)</td><td align="left" valign="middle">234 (37.4)</td><td align="left" valign="middle">101 (45.9)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>34&#x2010;39</td><td align="left" valign="middle">184 (21.8)</td><td align="left" valign="middle">144 (23.0)</td><td align="left" valign="middle">40 (18.2)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>40&#x2010;44</td><td align="left" valign="middle">154 (18.2)</td><td align="left" valign="middle">112 (17.9)</td><td align="left" valign="middle">42 (19.1)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>&#x2265;45</td><td align="left" valign="middle">63 (7.5)</td><td align="left" valign="middle">50 (8.0)</td><td align="left" valign="middle">13 (6.3)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle">Marital status</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">.52</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Single</td><td align="left" valign="middle">311 (36.8)</td><td align="left" valign="middle">239 (38.2)</td><td align="left" valign="middle">72 (32.9)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Married</td><td align="left" valign="middle">511 (60.5)</td><td align="left" valign="middle">371 (59.2)</td><td align="left" valign="middle">140 (63.9)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Divorced, separated, or widowed</td><td align="left" valign="middle">15 (1.8)</td><td align="left" valign="middle">10 (1.6)</td><td align="left" valign="middle">5 (2.3)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Declined to answer</td><td align="left" valign="middle">8 (0.9)</td><td align="left" valign="middle">6 (1.0)</td><td align="left" valign="middle">2 (0.9)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle">Household size</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">.02</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>1 person</td><td align="left" valign="middle">177 (20.9)</td><td align="left" valign="middle">145 (23.2)</td><td align="left" valign="middle">32 (14.6)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>2 persons</td><td align="left" valign="middle">206 (24.3)</td><td align="left" valign="middle">142 (22.7)</td><td align="left" valign="middle">64 (29.2)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>3 persons</td><td align="left" valign="middle">234 (27.9)</td><td align="left" valign="middle">164 (26.1)</td><td align="left" valign="middle">70 (32.0)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>4 persons</td><td align="left" valign="middle">188 (22.2)</td><td align="left" valign="middle">145 (23.2)</td><td align="left" valign="middle">43 (19.6)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>5 or more persons</td><td align="left" valign="middle">40 (4.7)</td><td align="left" valign="middle">30 (4.8)</td><td align="left" valign="middle">10 (4.6)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle">Education level</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">.08</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>High school or less</td><td align="left" valign="middle">24 (2.8)</td><td align="left" valign="middle">21 (3.4)</td><td align="left" valign="middle">3 (1.4)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>College</td><td align="left" valign="middle">800 (94.8)</td><td align="left" valign="middle">586 (93.6)</td><td align="left" valign="middle">214 (98.2)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Graduate school</td><td align="left" valign="middle">18 (2.1)</td><td align="left" valign="middle">17 (2.7)</td><td align="left" valign="middle">1 (0.2)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Declined to answer</td><td align="left" valign="middle">3 (0.3)</td><td align="left" valign="middle">2 (0.3)</td><td align="left" valign="middle">1 (0.2)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle">Household income (million &#x20A9;<sup><xref ref-type="table-fn" rid="table1fn4">d</xref></sup>)</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">.72</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>&#x003C;40</td><td align="left" valign="middle">90 (10.7)</td><td align="left" valign="middle">72 (11.5)</td><td align="left" valign="middle">18 (8.2)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>40&#x2010;49.99</td><td align="left" valign="middle">156 (18.5)</td><td align="left" valign="middle">119 (19.0)</td><td align="left" valign="middle">37 (16.9)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>50&#x2010;59.99</td><td align="left" valign="middle">181 (21.4)</td><td align="left" valign="middle">133 (21.2)</td><td align="left" valign="middle">48 (21.9)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>60&#x2010;69.99</td><td align="left" valign="middle">110 (13.0)</td><td align="left" valign="middle">79 (12.6)</td><td align="left" valign="middle">31 (14.2)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>&#x2265;70</td><td align="left" valign="middle">255 (30.2)</td><td align="left" valign="middle">185 (29.6)</td><td align="left" valign="middle">70 (32.0)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Declined to answer</td><td align="left" valign="middle">53 (6.2)</td><td align="left" valign="middle">38 (6.1)</td><td align="left" valign="middle">15 (6.8)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle">Years of service</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">.23</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>&#x003C;4</td><td align="left" valign="middle">304 (35.9)</td><td align="left" valign="middle">218 (34.8)</td><td align="left" valign="middle">86 (39.1)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>5&#x2010;9</td><td align="left" valign="middle">292 (34.5)</td><td align="left" valign="middle">214 (34.2)</td><td align="left" valign="middle">78 (35.6)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>10&#x2010;14</td><td align="left" valign="middle">140 (16.6)</td><td align="left" valign="middle">105 (16.8)</td><td align="left" valign="middle">35 (15.9)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>&#x2265;15</td><td align="left" valign="middle">109 (13.0)</td><td align="left" valign="middle">89 (14.2)</td><td align="left" valign="middle">20 (9.4)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle">Job rank</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">.47</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>Sobang-sa</italic><sup><xref ref-type="table-fn" rid="table1fn1">a</xref></sup> (firefighter)</td><td align="left" valign="middle">255 (30.1)</td><td align="left" valign="middle">181 (28.9)</td><td align="left" valign="middle">74 (33.6)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>Sobang-gyo</italic> (fire engineer)</td><td align="left" valign="middle">254 (30.0)</td><td align="left" valign="middle">191 (30.5)</td><td align="left" valign="middle">63 (28.6)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>Sobang-jang</italic> (fire lieutenant)</td><td align="left" valign="middle">255 (30.1)</td><td align="left" valign="middle">190 (30.4)</td><td align="left" valign="middle">65 (29.5)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><italic>Over sobang-wi</italic> (fire captain)</td><td align="left" valign="middle">81 (9.8)</td><td align="left" valign="middle">64 (10.2)</td><td align="left" valign="middle">17 (8.3)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle">Job position</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">.99</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Ambulance crew</td><td align="left" valign="middle">651 (77.0)</td><td align="left" valign="middle">482 (77.0)</td><td align="left" valign="middle">169 (76.8)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Ambulance driver</td><td align="left" valign="middle">164 (19.5)</td><td align="left" valign="middle">122 (19.5)</td><td align="left" valign="middle">42 (19.5)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Other<sup><xref ref-type="table-fn" rid="table1fn2">b</xref></sup></td><td align="left" valign="middle">30 (3.5)</td><td align="left" valign="middle">22 (3.5)</td><td align="left" valign="middle">8 (3.7)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle">Current assignment</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">.03</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>General EMS unit</td><td align="left" valign="middle">619 (73.3)</td><td align="left" valign="middle">445 (71.1)</td><td align="left" valign="middle">174 (79.5)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Special EMS unit</td><td align="left" valign="middle">213 (25.2)</td><td align="left" valign="middle">169 (27.0)</td><td align="left" valign="middle">44 (20.0)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>EMS command and control center</td><td align="left" valign="middle">13 (1.5)</td><td align="left" valign="middle">12 (1.9)</td><td align="left" valign="middle">1 (0.5)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle">Work type</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">.31</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Day shift</td><td align="left" valign="middle">15 (1.8)</td><td align="left" valign="middle">9 (1.5)</td><td align="left" valign="middle">6 (2.7)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Shift work (3 teams, 2 shifts)</td><td align="left" valign="middle">450 (53.2)</td><td align="left" valign="middle">340 (54.3)</td><td align="left" valign="middle">110 (50.2)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Other shift work<sup><xref ref-type="table-fn" rid="table1fn3">c</xref></sup></td><td align="left" valign="middle">380 (45.0)</td><td align="left" valign="middle">277 (44.2)</td><td align="left" valign="middle">103 (47.1)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle">Work region</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">.003</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Urban</td><td align="left" valign="middle">137 (16.2)</td><td align="left" valign="middle">113 (18.1)</td><td align="left" valign="middle">24 (11.0)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Suburban</td><td align="left" valign="middle">343 (40.6)</td><td align="left" valign="middle">262 (41.9)</td><td align="left" valign="middle">81 (37.0)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Rural</td><td align="left" valign="middle">365 (43.2)</td><td align="left" valign="middle">251 (40.0)</td><td align="left" valign="middle">114 (52.0)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle">Personal burnout</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">&#x003C;.001</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Yes</td><td align="left" valign="middle">423 (50.1)</td><td align="left" valign="middle">345 (55.1)</td><td align="left" valign="middle">78 (35.9)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>No</td><td align="left" valign="middle">422 (49.9)</td><td align="left" valign="middle">281 (44.9)</td><td align="left" valign="middle">141 (64.1)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle">Work-related burnout</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">&#x003C;.001</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Yes</td><td align="left" valign="middle">396 (46.9)</td><td align="left" valign="middle">331 (52.9)</td><td align="left" valign="middle">65 (30.0)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>No</td><td align="left" valign="middle">449 (53.1)</td><td align="left" valign="middle">295 (47.1)</td><td align="left" valign="middle">154 (70.0)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle">Citizen-related burnout</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">&#x003C;.001</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Yes</td><td align="left" valign="middle">446 (52.8)</td><td align="left" valign="middle">368 (58.8)</td><td align="left" valign="middle">78 (35.9)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>No</td><td align="left" valign="middle">399 (47.2)</td><td align="left" valign="middle">258 (41.2)</td><td align="left" valign="middle">141 (64.1)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle">Depressive symptoms</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">&#x003C;.001</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Yes</td><td align="left" valign="middle">167 (19.8)</td><td align="left" valign="middle">142 (22.7)</td><td align="left" valign="middle">25 (11.4)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>No</td><td align="left" valign="middle">678 (80.2)</td><td align="left" valign="middle">484 (77.3)</td><td align="left" valign="middle">194 (88.6)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle">Sleep problems</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">.001</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Yes</td><td align="left" valign="middle">395 (46.8)</td><td align="left" valign="middle">313 (50.0)</td><td align="left" valign="middle">82 (37.7)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>No</td><td align="left" valign="middle">450 (53.2)</td><td align="left" valign="middle">313 (50.0)</td><td align="left" valign="middle">137 (62.3)</td><td align="left" valign="middle"/></tr></tbody></table><table-wrap-foot><fn id="table1fn1"><p><sup>a</sup>Lowest.</p></fn><fn id="table1fn2"><p><sup>b</sup>Other includes tasks such as report reception, counseling, and administrative duties.</p></fn><fn id="table1fn3"><p><sup>c</sup>Other shift work includes 4 teams and 2 shifts.</p></fn><fn id="table1fn4"><p><sup>d</sup>1 &#x20A9;=US $0.00067 as of July 15, 2026</p></fn></table-wrap-foot></table-wrap><p>Health care service disruptions were categorized into 3 domains: EMS providers&#x2019; workload burden, fire service support, and experiences of verbal violence (<xref ref-type="table" rid="table2">Table 2</xref>). In the workload burden domain, 98.8% (n=835) encountered difficulty arranging hospital transport, whereas 95.5% (n=807) faced refusal from nearby hospitals and were consequently required to transfer patients to facilities located more than 10 km away. Among these transfers, 89.6% (n=758) occurred at a rate of 1 to 2 long-distance transports per day on average. Notably, EMS providers performing 5 or more long-distance transports daily exhibited more than a 10-fold increase in the odds of HPDE exposure compared with those performing fewer transports. Furthermore, 17.7% (n=150) experienced waiting times for hospital selection that exceeded predisruption conditions by more than 1 hour, and 95.3% (n=805) reported communication difficulties with hospital medical staff. Together, these findings indicate that increasing long-distance transfer frequencies and the resulting workload burden are significantly associated with elevated HPDE exposure likelihood.</p><p>In a multivariable logistic regression adjusted for sociodemographic variables, HPDE exposure was associated with significantly higher odds of mental health outcomes (<xref ref-type="table" rid="table3">Table 3</xref>). Among sociodemographic characteristics, sex and work region were significantly correlated with burnout, depressive symptoms, and sleep problems. Female providers showed elevated odds of PB, WRB, and depressive symptoms. Compared with rural areas, suburban providers demonstrated higher odds of PB, WRB, CRB, and sleep problems, whereas urban providers exhibited the greatest odds. Additionally, participants aged 30 to 34 years had higher odds of depressive symptoms. Detailed analysis results for all confounders included in the model are presented in <xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref>. Furthermore, exploratory analysis of interactions between the primary independent variable and covariates revealed no significant interactions in the 3 burnout models; however, significant interactions with HPDE exposure were observed for sex in the depressive symptom model (<italic>P</italic>=.007) and for age group in the sleep problem model (<italic>P</italic>=.046). Nevertheless, these interaction effects represented minor findings limited to only a few models. To clearly convey the independent main effects of HPDE exposure on the entire paramedic population&#x2014;which is the primary objective of this study&#x2014;and to maintain consistency in interpreting all models, the final results were presented based on the main effects model.</p><table-wrap id="t2" position="float"><label>Table 2.</label><caption><p>Association between health care service disruption characteristics and health care&#x2013;related patient deterioration experiences (HPDEs) among emergency medical service (EMS) providers in South Korea (November-December 2024).</p></caption><table id="table2" frame="hsides" rules="groups"><thead><tr><td align="left" valign="middle">Variable</td><td align="left" valign="middle">Total (N=845), n (%)</td><td align="left" valign="middle">HPDE (n=626), n (%)</td><td align="left" valign="bottom">No HPDE (n=219), n (%)</td><td align="left" valign="middle"><italic>P</italic> value</td></tr></thead><tbody><tr><td align="left" valign="middle">Workload</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle" colspan="2"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Difficulty in hospital selection</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">&#x003C;.001</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Yes</td><td align="left" valign="middle">835 (98.8)</td><td align="left" valign="middle">624 (99.7)</td><td align="left" valign="middle">211 (96.4)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>No</td><td align="left" valign="middle">10 (1.2)</td><td align="left" valign="middle">2 (0.3)</td><td align="left" valign="middle">8 (3.6)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle" colspan="3"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Long-distance transfer due to nearby hospital refusal</td><td align="left" valign="middle"/><td align="left" valign="middle">&#x003C;.001</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Yes</td><td align="left" valign="middle">807 (95.5)</td><td align="left" valign="middle">613 (97.9)</td><td align="left" valign="middle">194 (75.0)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>No</td><td align="left" valign="middle">38 (4.5)</td><td align="left" valign="middle">13 (2.1)</td><td align="left" valign="middle">25 (25.0)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle" colspan="2"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Average daily long-distance transfers</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">&#x003C;.001</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>1&#x2010;2 times</td><td align="left" valign="middle">506 (59.8)</td><td align="left" valign="middle">362 (57.8)</td><td align="left" valign="middle">144 (65.8)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>3&#x2010;4 times</td><td align="left" valign="middle">161 (19.0)</td><td align="left" valign="middle">140 (22.4)</td><td align="left" valign="middle">21 (9.6)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>&#x2265;5 times</td><td align="left" valign="middle">91 (10.8)</td><td align="left" valign="middle">83 (13.3)</td><td align="left" valign="middle">8 (3.7)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Not applicable</td><td align="left" valign="middle">87 (10.4)</td><td align="left" valign="middle">41 (6.5)</td><td align="left" valign="middle">46 (20.9)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle" colspan="2"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Delay over 1 hour for hospital selection</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">&#x003C;.001</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>No</td><td align="left" valign="middle">72 (8.5)</td><td align="left" valign="middle">30 (4.8)</td><td align="left" valign="middle">42 (19.1)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>&#x003C;30%</td><td align="left" valign="middle">365 (43.3)</td><td align="left" valign="middle">244 (39.0)</td><td align="left" valign="middle">121 (55.5)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>30%&#x2010;50%</td><td align="left" valign="middle">258 (30.5)</td><td align="left" valign="middle">217 (34.7)</td><td align="left" valign="middle">41 (18.6)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>&#x2265;50%</td><td align="left" valign="middle">150 (17.7)</td><td align="left" valign="middle">135 (21.5)</td><td align="left" valign="middle">15 (6.8)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle" colspan="2"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Prolonged return-to-base time</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">&#x003C;.001</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>&#x003C;1 hour</td><td align="left" valign="middle">465 (55.0)</td><td align="left" valign="middle">304 (48.6)</td><td align="left" valign="middle">161 (73.5)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>&#x2265;1 hour</td><td align="left" valign="middle">380 (45.0)</td><td align="left" valign="middle">322 (51.4)</td><td align="left" valign="middle">58 (26.5)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle" colspan="2"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Private ambulance request at scene</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">&#x003C;.001</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Yes</td><td align="left" valign="middle">249 (29.4)</td><td align="left" valign="middle">216 (34.5)</td><td align="left" valign="middle">33 (15.0)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>No</td><td align="left" valign="middle">596 (70.6)</td><td align="left" valign="middle">410 (65.5)</td><td align="left" valign="middle">186 (85.0)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle" colspan="2"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Reason for increased direct medical control</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">&#x003C;.001</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>No increase</td><td align="left" valign="middle">200 (23.6)</td><td align="left" valign="middle">103 (16.5)</td><td align="left" valign="middle">97 (44.3)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Increased for critical patient emergency care</td><td align="left" valign="middle">144 (17.0)</td><td align="left" valign="middle">114 (18.2)</td><td align="left" valign="middle">30 (13.7)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Increased for hospital selection</td><td align="left" valign="middle">312 (36.9)</td><td align="left" valign="middle">250 (39.9)</td><td align="left" valign="middle">62 (28.3)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Increased for other reasons</td><td align="left" valign="middle">189 (22.5)</td><td align="left" valign="middle">159 (25.4)</td><td align="left" valign="middle">30 (13.7)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle" colspan="2"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Urgent administrative task experience</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">&#x003C;.001</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Yes</td><td align="left" valign="middle">661 (78.2)</td><td align="left" valign="middle">534 (85.3)</td><td align="left" valign="middle">127 (58.0)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>No</td><td align="left" valign="middle">184 (21.8)</td><td align="left" valign="middle">92 (14.7)</td><td align="left" valign="middle">92 (42.0)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle" colspan="2"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Communication difficulty with hospital staff</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">&#x003C;.001</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Yes</td><td align="left" valign="middle">805 (95.3)</td><td align="left" valign="middle">620 (99.0)</td><td align="left" valign="middle">185 (84.5)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>No</td><td align="left" valign="middle">40 (4.7)</td><td align="left" valign="middle">6 (1.0)</td><td align="left" valign="middle">34 (15.5)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle">Fire department institutional support</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle" colspan="2"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Sufficiency of fire department institutional support</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">&#x003C;.001</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Insufficient</td><td align="left" valign="middle">639 (75.6)</td><td align="left" valign="middle">515 (82.3)</td><td align="left" valign="middle">124 (56.6)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Neutral</td><td align="left" valign="middle">178 (21.1)</td><td align="left" valign="middle">97 (15.5)</td><td align="left" valign="middle">81 (37.0)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Sufficient</td><td align="left" valign="middle">28 (3.3)</td><td align="left" valign="middle">14 (2.2)</td><td align="left" valign="middle">14 (6.4)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle" colspan="2"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Most needed stage for fire department support</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">.97</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>From call to on-scene arrival</td><td align="left" valign="middle">109 (12.9)</td><td align="left" valign="middle">80 (12.8)</td><td align="left" valign="middle">29 (13.2)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>From patient contact to hospital selection</td><td align="left" valign="middle">691 (81.8)</td><td align="left" valign="middle">513 (81.9)</td><td align="left" valign="middle">178 (81.3)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>In other areas</td><td align="left" valign="middle">45 (5.3)</td><td align="left" valign="middle">33 (5.3)</td><td align="left" valign="middle">12 (5.5)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle" colspan="2">Verbal abuse from patients or caregivers</td><td align="left" valign="middle"/><td align="left" valign="middle"/><td align="left" valign="middle">&#x003C;.001</td></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>Yes</td><td align="left" valign="middle">490 (58.0)</td><td align="left" valign="middle">416 (66.5)</td><td align="left" valign="middle">74 (34.1)</td><td align="left" valign="middle"/></tr><tr><td align="left" valign="middle"><named-content content-type="indent">&#x00A0;&#x00A0;&#x00A0;&#x00A0;</named-content>No</td><td align="left" valign="middle">355 (42.0)</td><td align="left" valign="middle">210 (33.5)</td><td align="left" valign="middle">145 (65.9)</td><td align="left" valign="middle"/></tr></tbody></table></table-wrap><table-wrap id="t3" position="float"><label>Table 3.</label><caption><p>Multivariable logistic regression analysis of factors associated with mental health problems among emergency medical service (EMS) providers in South Korea (November-December 2024). Adjusted for covariates including sex, age, marital status, household size, education level, household income, job position, current assignment, work type, and work region. The full regression model including all covariates is available in Table S1 in <xref ref-type="supplementary-material" rid="app1">Multimedia Appendix 1</xref>. AOR: adjusted odds ratio; HPDE: health care&#x2013;related patient deterioration experience.</p></caption><table id="table3" frame="hsides" rules="groups"><thead><tr><td align="left" valign="bottom">HPDE<sup><xref ref-type="table-fn" rid="table3fn2">b</xref></sup></td><td align="left" valign="bottom">Personal burnout, AOR<sup><xref ref-type="table-fn" rid="table3fn1">a</xref></sup> (95% CI)</td><td align="left" valign="bottom">Work-related burnout, AOR (95% CI)</td><td align="left" valign="bottom">Citizen-related burnout, AOR (95% CI)</td><td align="left" valign="bottom">Depressive symptoms, AOR (95% CI)</td><td align="left" valign="bottom">Sleep problems, AOR (95% CI)</td></tr></thead><tbody><tr><td align="left" valign="top">No</td><td align="left" valign="top">Reference</td><td align="left" valign="top">Reference</td><td align="left" valign="top">Reference</td><td align="left" valign="top">Reference</td><td align="left" valign="top">Reference</td></tr><tr><td align="left" valign="top">Yes</td><td align="left" valign="top">2.05 (1.46-2.87)</td><td align="left" valign="top">2.66 (1.86-3.78)</td><td align="left" valign="top">2.74 (1.95-3.86)</td><td align="left" valign="top">2.22 (1.36-3.60)</td><td align="left" valign="top">1.63 (1.17-2.27)</td></tr></tbody></table><table-wrap-foot><fn id="table3fn1"><p><sup>a</sup>AOR: adjusted odds ratio.</p></fn><fn id="table3fn2"><p><sup>b</sup>HPDE: health care system&#x2013;related patient deterioration experience.</p></fn></table-wrap-foot></table-wrap></sec><sec id="s4" sec-type="discussion"><title>Discussion</title><p>This study showed that HPDEs among EMS providers during health care service disruptions have significant associations with burnout, depressive symptoms, and sleep problems. To understand the mechanism through which these clinical experiences inflict severe psychological impacts on EMS providers, it is necessary to interpret HPDEs within the theoretical framework of PMIEs.</p><p>PMIEs were first classified by Litz et al [<xref ref-type="bibr" rid="ref10">10</xref>], who identified 3 common categories: commission, omission, and betrayal. Commission refers to actions that directly violate one&#x2019;s moral beliefs or values; omission denotes the failure to perform actions one believes to be morally right, often due to situational constraints; and betrayal occurs when one feels let down by others, such as supervisors or colleagues, who act against one&#x2019;s moral convictions or compel unethical behavior [<xref ref-type="bibr" rid="ref18">18</xref>]. In this context, HPDEs&#x2014;the core variable of this study&#x2014;can be interpreted as complex PMIEs that encompass both the emotion of omission, which stems from failing to fulfill the duty of patient protection due to situational constraints, and the emotion of betrayal, rooted in the feeling that the state and health care system have neglected both EMS providers and patients [<xref ref-type="bibr" rid="ref8">8</xref>,<xref ref-type="bibr" rid="ref24">24</xref>,<xref ref-type="bibr" rid="ref25">25</xref>]. During the strike, most EMS providers surveyed were unable to secure nearby receiving hospitals and were forced to transport patients to distant facilities, resulting in approximately 75% witnessing patient deterioration helplessly. These repeated experiences of long-distance transport and patient deterioration do not stem from a lack of individual competence among EMS providers, but rather originate from uncontrollable structural limitations. The repeated experience of having the primary mission of saving patient lives through rapid and effective treatment blocked by external factors ultimately undermines their moral beliefs and professional values.</p><p>EMS providers working in urban areas exhibited a higher prevalence of mental health issues, including burnout, depressive symptoms, and sleep problems, likely due to shift work and increased call volumes. Shift work, a common scheduling pattern among EMS personnel, contributes to both physical and psychological strain; populations engaged in shift work demonstrate elevated rates of depressive symptoms, sleep problems, anxiety, and fatigue compared with the general population [<xref ref-type="bibr" rid="ref26">26</xref>,<xref ref-type="bibr" rid="ref27">27</xref>]. Urban regions experience frequent late-night emergency incidents due to high population density and diverse lifestyle patterns, disproportionately exposing EMS providers to violent encounters and psychiatric emergencies. Frequent nighttime deployments impair sleep quality, whereas repeated exposure to high-risk scenes sustains heightened psychological arousal, thereby threatening overall mental health. The findings of this study support the conclusions of previous research that these unique urban occupational characteristics and heavy workloads act as core risk factors for PTSD, depressive symptoms, anxiety, burnout, and sleep problems [<xref ref-type="bibr" rid="ref28">28</xref>].</p><p>Due to the nature of their work, EMS providers exhibit higher prevalence rates of mental health disorders compared with the general population, even in the absence of special situations such as the COVID-19 pandemic [<xref ref-type="bibr" rid="ref29">29</xref>-<xref ref-type="bibr" rid="ref32">32</xref>], and burnout and depressive symptoms are particularly prevalent [<xref ref-type="bibr" rid="ref30">30</xref>,<xref ref-type="bibr" rid="ref33">33</xref>,<xref ref-type="bibr" rid="ref34">34</xref>]. Sleep problems due to shift work are associated with higher likelihoods of PTSD and depressive symptoms [<xref ref-type="bibr" rid="ref27">27</xref>,<xref ref-type="bibr" rid="ref35">35</xref>], whereas fatigue caused by sleep deprivation is linked to elevated rates of injury and medical errors for EMS providers [<xref ref-type="bibr" rid="ref36">36</xref>]. In addition to this, exposure to MI and PMIEs further exacerbates these underlying vulnerabilities [<xref ref-type="bibr" rid="ref37">37</xref>]. Health care workers facing PMIEs experience more severe depressive symptoms, burnout, sleep problems, and anxiety [<xref ref-type="bibr" rid="ref38">38</xref>,<xref ref-type="bibr" rid="ref39">39</xref>], along with greater turnover rates [<xref ref-type="bibr" rid="ref40">40</xref>].</p><p>Such exposure to PMIEs can be particularly exacerbated during health care service disruptions. During the COVID-19 pandemic, health care workers, including EMS providers, were exposed to severe PMIEs due to delays in patient acceptance caused by critical shortages of hospital beds and medical resources [<xref ref-type="bibr" rid="ref20">20</xref>,<xref ref-type="bibr" rid="ref37">37</xref>], resulting in a significant increase in the prevalence of burnout and depressive symptoms [<xref ref-type="bibr" rid="ref32">32</xref>,<xref ref-type="bibr" rid="ref41">41</xref>,<xref ref-type="bibr" rid="ref42">42</xref>]. In this study, EMS providers exposed to HPDE reported significantly higher rates of burnout, depressive symptoms, and sleep problems relative to those without such exposure.</p><p>Although the COVID-19 pandemic and the 2024 government&#x2013;medical community dispute arose from different causes, both situations are comparable in that they led to the identical consequence of medical institutions being unable to accept patients due to health care service disruptions. This suggests that PMIEs, which inflict critical impacts on EMS providers, are not unique phenomena occurring only during infectious disease outbreaks. Regardless of the underlying cause, if a health care service disruption occurs, EMS providers can be exposed to severe PMIEs at any time. Therefore, to minimize psychological damage to EMS providers during unavoidable health care service disruptions, it is required to establish a systematic framework capable of early detection and response to PMIEs. While EMS providers inherently work in unpredictable and uncontrollable environments, exposure to HPDEs and PMIEs driven by these structural factors can cause irreversible damage to their mental health. Therefore, to protect the mental health of EMS personnel and prevent turnover, proactive and systematic organizational psychological intervention strategies&#x2014;rather than reactive measures&#x2014;are essential. Specifically, an organizational safety net must be established to proactively incorporate moral injury screening tools&#x2014;such as the Moral Injury Events Scale and Moral Injury and Distress Scale for tracking event exposure [<xref ref-type="bibr" rid="ref43">43</xref>,<xref ref-type="bibr" rid="ref44">44</xref>], alongside the Moral Injury Outcome Scale and Moral Injury Symptom Scale-Healthcare Professionals for clinical symptom assessment [<xref ref-type="bibr" rid="ref45">45</xref>,<xref ref-type="bibr" rid="ref46">46</xref>]&#x2014;into the routine health examinations of EMS providers to identify high-risk individuals early [<xref ref-type="bibr" rid="ref47">47</xref>] and immediately provide specialized psychological counseling effective in addressing guilt and shame to those identified. Such organizational interventions will contribute to reducing the prevalence of mental disorders and enhancing the professional sustainability of EMS providers.</p><p>Although this study holds significant academic and clinical value as an investigation into the mental health outcomes of EMS providers exposed to HPDEs during government&#x2013;medical community disputes, and provides policy-relevant evidence to improve emergency medical system delivery and the working conditions of EMS providers in scenarios involving health care service disruptions, several limitations must be acknowledged. First, despite extensive efforts to increase participation, including collaboration with firefighter unions, the response rate remained low at approximately 6% of all EMS providers. This voluntary participation&#x2013;based sampling method can introduce selection bias; it is possible that providers experiencing higher levels of occupational stress or psychological distress participated more actively in the survey, potentially leading to an overestimation of the prevalence of mental health problems. Additionally, the geographic concentration in metropolitan areas (Seoul and Gyeonggi Province) limits the generalizability of the results to the entire domestic EMS provider population. Second, reliance on self-reported data introduces potential recall bias. In particular, measuring HPDE exposure with a single self-reported item restricts reliability and validity, and the possibility of misclassification due to respondents&#x2019; subjective memory and personal interpretation cannot be ruled out. Although this study used an intuitive item to rapidly capture urgent health care service disruption scenarios, it is limited by its inability to reflect more precise, multidimensional measurements such as the frequency, duration, and intensity of HPDE exposure. Third, the retrospective cross-sectional design prevents definitive conclusions about causal relationships between HPDE exposure and subsequent mental health outcomes. In future studies, the introduction of objective and multidimensional measurement tools to supplement the single item is needed, alongside large-scale, nationally representative studies to generate robust evidence for emergency care and working environment policy improvements.</p><p>In conclusion, regardless of the cause, unavoidable health care service disruptions can expose EMS providers to severe psychological crises, including MI. To prevent and minimize such occupational damage, it is urgently required to officially include moral injury screening tests, such as the Moral Injury Outcome Scale [<xref ref-type="bibr" rid="ref45">45</xref>,<xref ref-type="bibr" rid="ref47">47</xref>], in the routine health examinations of EMS providers and establish customized psychological treatment and management programs that support healing and recovery from MI.</p></sec></body><back><ack><p>The authors sincerely thank all the prehospital emergency medical service (EMS) providers who participated in the survey during the 2024 health care disruption.</p></ack><notes><sec><title>Funding</title><p>This research was supported by 3 funding sources: the Eulji University Researcher Academic Research Fund in 2026 (EJRG-26-21), the National Research Foundation of Korea (NRF) funded by the Korean government (Ministry of Science and ICT) (RS-2024-00350688), and the Research Grant of Kongju National University. The funders had no role in the study design, data collection, analysis, interpretation, or writing of the manuscript.</p></sec><sec><title>Data Availability</title><p>The datasets generated or analyzed during this study are available from the corresponding author on reasonable request.</p></sec></notes><fn-group><fn fn-type="con"><p>Conceptualization: MSC, SJK, HW</p><p>Data curation: MSC, SJK</p><p>Formal analysis: MSC, SJK</p><p>Funding acquisition: HW, SJK</p><p>Investigation: MSC, SJK</p><p>Methodology: MSC, HW, SJK, YM</p><p>Project administration: HW, SJK</p><p>Resources: SJK, HW</p><p>Supervision: HW, SJK</p><p>Validation: SJK</p><p>Visualization: MSC, SJK</p><p>Writing &#x2013; original draft: MSC, SJK</p><p>Writing &#x2013; review &#x0026; editing: HW, SJK, YM.</p><p>MSC and SJK contributed equally as co-first authors.</p></fn><fn fn-type="conflict"><p>None declared.</p></fn></fn-group><glossary><title>Abbreviations</title><def-list><def-item><term id="abb1">CRB</term><def><p>citizen-related burnout</p></def></def-item><def-item><term id="abb2">EMS</term><def><p>emergency medical service</p></def></def-item><def-item><term id="abb3">HPDE</term><def><p>health care&#x2013;related patient deterioration experience</p></def></def-item><def-item><term id="abb4">MI</term><def><p>moral injury</p></def></def-item><def-item><term id="abb5">PB</term><def><p>personal burnout</p></def></def-item><def-item><term id="abb6">PMIE</term><def><p>potentially morally injurious event</p></def></def-item><def-item><term id="abb7">PTSD</term><def><p>posttraumatic stress disorder</p></def></def-item><def-item><term id="abb8">VIF</term><def><p>variance inflation factor</p></def></def-item><def-item><term id="abb9">WRB</term><def><p>work-related burnout</p></def></def-item></def-list></glossary><ref-list><title>References</title><ref id="ref1"><label>1</label><nlm-citation citation-type="web"><person-group person-group-type="author"><collab>Yonhap News Agency</collab></person-group><article-title>Govt to cut trainee doctor quota unless hospitals accept resignations by next Monday</article-title><source>The Korea Herald</source><year>2024</year><month>07</month><day>9</day><access-date>2025-06-15</access-date><comment><ext-link ext-link-type="uri" xlink:href="https://www.koreaherald.com/article/3431116">https://www.koreaherald.com/article/3431116</ext-link></comment></nlm-citation></ref><ref id="ref2"><label>2</label><nlm-citation citation-type="web"><article-title>119 emergency medical technicians&#x2019; field care guidelines [Article in Korean]</article-title><source>National Fire Agency 119</source><year>2024</year><month>01</month><day>23</day><access-date>2025-06-15</access-date><comment><ext-link ext-link-type="uri" xlink:href="https://tinyurl.com/3ee2hvtw">https://tinyurl.com/3ee2hvtw</ext-link></comment></nlm-citation></ref><ref id="ref3"><label>3</label><nlm-citation citation-type="web"><person-group person-group-type="author"><name name-style="western"><surname>Hong</surname><given-names>WK</given-names> </name></person-group><article-title>Post-residency resignation aftermath: emergency room treatment restriction messages exceeded 110,000 last year [Article in Korean]</article-title><source>Doctors News</source><year>2025</year><month>10</month><day>1</day><access-date>2026-05-01</access-date><comment><ext-link ext-link-type="uri" xlink:href="https://www.doctorsnews.co.kr/news/articleView.html?idxno=161459">https://www.doctorsnews.co.kr/news/articleView.html?idxno=161459</ext-link></comment></nlm-citation></ref><ref id="ref4"><label>4</label><nlm-citation citation-type="web"><person-group person-group-type="author"><name name-style="western"><surname>Yoon</surname><given-names>MS</given-names> </name></person-group><article-title>Elderly woman dies of heart attack after ER refusal</article-title><source>The Korea Herald</source><year>2024</year><month>03</month><day>27</day><access-date>2025-06-15</access-date><comment><ext-link ext-link-type="uri" xlink:href="https://www.koreaherald.com/article/3355161">https://www.koreaherald.com/article/3355161</ext-link></comment></nlm-citation></ref><ref id="ref5"><label>5</label><nlm-citation citation-type="web"><person-group person-group-type="author"><name name-style="western"><surname>Lee</surname><given-names>SJ</given-names> </name></person-group><article-title>Exhausted emergency rooms on verge of collapse amid protracted doctor shortage</article-title><source>Korea JoongAng Daily</source><year>2024</year><month>08</month><day>28</day><access-date>2025-06-17</access-date><comment><ext-link ext-link-type="uri" xlink:href="https://koreajoongangdaily.joins.com/news/2024-08-28/national/socialAffairs/Exhausted-emergency-rooms-on-verge-of-collapse-amid-protracted-doctor-shortage/2122766">https://koreajoongangdaily.joins.com/news/2024-08-28/national/socialAffairs/Exhausted-emergency-rooms-on-verge-of-collapse-amid-protracted-doctor-shortage/2122766</ext-link></comment></nlm-citation></ref><ref id="ref6"><label>6</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Dean</surname><given-names>W</given-names> </name><name name-style="western"><surname>Morris</surname><given-names>D</given-names> </name><name name-style="western"><surname>Manzur</surname><given-names>MK</given-names> </name><name name-style="western"><surname>Talbot</surname><given-names>S</given-names> </name></person-group><article-title>Moral injury in health care: a unified definition and its relationship to burnout</article-title><source>Fed Pract</source><year>2024</year><month>04</month><volume>41</volume><issue>4</issue><fpage>104</fpage><lpage>107</lpage><pub-id pub-id-type="doi">10.12788/fp.0467</pub-id><pub-id pub-id-type="medline">39399281</pub-id></nlm-citation></ref><ref id="ref7"><label>7</label><nlm-citation citation-type="web"><person-group person-group-type="author"><name name-style="western"><surname>Weiner</surname><given-names>S</given-names> </name></person-group><article-title>Moral injury harms providers and patients</article-title><source>Association of American Medical Colleges</source><year>2023</year><month>11</month><day>5</day><access-date>2025-06-17</access-date><comment><ext-link ext-link-type="uri" xlink:href="https://www.aamc.org/news/moral-injury-harms-providers-and-patients">https://www.aamc.org/news/moral-injury-harms-providers-and-patients</ext-link></comment></nlm-citation></ref><ref id="ref8"><label>8</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Rodrigues</surname><given-names>S</given-names> </name><name name-style="western"><surname>Mercier</surname><given-names>JM</given-names> </name><name name-style="western"><surname>McCall</surname><given-names>A</given-names> </name><name name-style="western"><surname>Nannarone</surname><given-names>M</given-names> </name><name name-style="western"><surname>Hosseiny</surname><given-names>F</given-names> </name></person-group><article-title>&#x201C;Against everything that got you into the job&#x201D;: experiences of potentially morally injurious events among Canadian public safety personnel</article-title><source>Eur J Psychotraumatol</source><year>2023</year><volume>14</volume><issue>2</issue><fpage>2205332</fpage><pub-id pub-id-type="doi">10.1080/20008066.2023.2205332</pub-id><pub-id pub-id-type="medline">37170904</pub-id></nlm-citation></ref><ref id="ref9"><label>9</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Drescher</surname><given-names>KD</given-names> </name><name name-style="western"><surname>Foy</surname><given-names>DW</given-names> </name><name name-style="western"><surname>Kelly</surname><given-names>C</given-names> </name><name name-style="western"><surname>Leshner</surname><given-names>A</given-names> </name><name name-style="western"><surname>Schutz</surname><given-names>K</given-names> </name><name name-style="western"><surname>Litz</surname><given-names>B</given-names> </name></person-group><article-title>An exploration of the viability and usefulness of the construct of moral injury in war veterans</article-title><source>Traumatology</source><year>2011</year><month>03</month><day>1</day><volume>17</volume><issue>1</issue><fpage>8</fpage><lpage>13</lpage><pub-id pub-id-type="doi">10.1177/1534765610395615</pub-id></nlm-citation></ref><ref id="ref10"><label>10</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Litz</surname><given-names>BT</given-names> </name><name name-style="western"><surname>Stein</surname><given-names>N</given-names> </name><name name-style="western"><surname>Delaney</surname><given-names>E</given-names> </name><etal/></person-group><article-title>Moral injury and moral repair in war veterans: a preliminary model and intervention strategy</article-title><source>Clin Psychol Rev</source><year>2009</year><month>12</month><volume>29</volume><issue>8</issue><fpage>695</fpage><lpage>706</lpage><pub-id pub-id-type="doi">10.1016/j.cpr.2009.07.003</pub-id><pub-id pub-id-type="medline">19683376</pub-id></nlm-citation></ref><ref id="ref11"><label>11</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Lamb</surname><given-names>D</given-names> </name><name name-style="western"><surname>Gnanapragasam</surname><given-names>S</given-names> </name><name name-style="western"><surname>Greenberg</surname><given-names>N</given-names> </name><etal/></person-group><article-title>Psychosocial impact of the COVID-19 pandemic on 4378 UK healthcare workers and ancillary staff: initial baseline data from a cohort study collected during the first wave of the pandemic</article-title><source>Occup Environ Med</source><year>2021</year><month>11</month><volume>78</volume><issue>11</issue><fpage>801</fpage><lpage>808</lpage><pub-id pub-id-type="doi">10.1136/oemed-2020-107276</pub-id><pub-id pub-id-type="medline">34183447</pub-id></nlm-citation></ref><ref id="ref12"><label>12</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Knobloch</surname><given-names>LK</given-names> </name><name name-style="western"><surname>Owens</surname><given-names>JL</given-names> </name></person-group><article-title>Moral injury among first responders: experience, effects, and advice in their own words</article-title><source>Psychol Serv</source><year>2024</year><month>08</month><volume>21</volume><issue>3</issue><fpage>500</fpage><lpage>508</lpage><pub-id pub-id-type="doi">10.1037/ser0000838</pub-id><pub-id pub-id-type="medline">38271025</pub-id></nlm-citation></ref><ref id="ref13"><label>13</label><nlm-citation citation-type="web"><person-group person-group-type="author"><name name-style="western"><surname>Bartlett</surname><given-names>B</given-names> </name></person-group><article-title>Moral injury: what is it and how does it impact first responders?</article-title><source>EMS1</source><year>2023</year><month>03</month><day>15</day><access-date>2025-06-17</access-date><comment><ext-link ext-link-type="uri" xlink:href="https://tinyurl.com/4263vmsz">https://tinyurl.com/4263vmsz</ext-link></comment></nlm-citation></ref><ref id="ref14"><label>14</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Benatov</surname><given-names>J</given-names> </name><name name-style="western"><surname>Zerach</surname><given-names>G</given-names> </name><name name-style="western"><surname>Levi-Belz</surname><given-names>Y</given-names> </name></person-group><article-title>Moral injury, depression, and anxiety symptoms among health and social care workers during the COVID-19 pandemic: the moderating role of belongingness</article-title><source>Int J Soc Psychiatry</source><year>2022</year><month>08</month><volume>68</volume><issue>5</issue><fpage>1026</fpage><lpage>1035</lpage><pub-id pub-id-type="doi">10.1177/00207640221099421</pub-id><pub-id pub-id-type="medline">35634658</pub-id></nlm-citation></ref><ref id="ref15"><label>15</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Jinkerson</surname><given-names>JD</given-names> </name></person-group><article-title>Defining and assessing moral injury: a syndrome perspective</article-title><source>Traumatology</source><year>2016</year><volume>22</volume><issue>2</issue><fpage>122</fpage><lpage>130</lpage><pub-id pub-id-type="doi">10.1037/trm0000069</pub-id></nlm-citation></ref><ref id="ref16"><label>16</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Powell</surname><given-names>JR</given-names> </name><name name-style="western"><surname>Gage</surname><given-names>CB</given-names> </name><name name-style="western"><surname>Crowe</surname><given-names>RP</given-names> </name><etal/></person-group><article-title>National evaluation of emergency medical services clinician burnout and workforce-reducing factors</article-title><source>J Am Coll Emerg Physicians Open</source><year>2025</year><month>01</month><day>10</day><volume>6</volume><issue>1</issue><fpage>100024</fpage><pub-id pub-id-type="doi">10.1016/j.acepjo.2024.100024</pub-id><pub-id pub-id-type="medline">40012660</pub-id></nlm-citation></ref><ref id="ref17"><label>17</label><nlm-citation citation-type="web"><person-group person-group-type="author"><name name-style="western"><surname>Spates</surname><given-names>CR</given-names> </name><name name-style="western"><surname>Callaway</surname><given-names>KL</given-names> </name></person-group><article-title>Moral injury in healthcare: causes, consequences, and solutions</article-title><source>Moral Injury Spectrum</source><year>2024</year><access-date>2025-06-17</access-date><comment><ext-link ext-link-type="uri" xlink:href="https://moralinjuryspectrum.com/moral-injury-in-healthcare/">https://moralinjuryspectrum.com/moral-injury-in-healthcare/</ext-link></comment></nlm-citation></ref><ref id="ref18"><label>18</label><nlm-citation citation-type="web"><article-title>Understanding moral injury</article-title><source>Government of Canada</source><year>2025</year><month>02</month><day>19</day><access-date>2025-06-17</access-date><comment><ext-link ext-link-type="uri" xlink:href="https://www.canada.ca/en/department-national-defence/corporate/reports-publications/health/understanding-moral-injury.html">https://www.canada.ca/en/department-national-defence/corporate/reports-publications/health/understanding-moral-injury.html</ext-link></comment></nlm-citation></ref><ref id="ref19"><label>19</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Kristensen</surname><given-names>TS</given-names> </name><name name-style="western"><surname>Borritz</surname><given-names>M</given-names> </name><name name-style="western"><surname>Villadsen</surname><given-names>E</given-names> </name><name name-style="western"><surname>Christensen</surname><given-names>KB</given-names> </name></person-group><article-title>The Copenhagen Burnout Inventory: a new tool for the assessment of burnout</article-title><source>Work &#x0026; Stress</source><year>2005</year><month>07</month><volume>19</volume><issue>3</issue><fpage>192</fpage><lpage>207</lpage><pub-id pub-id-type="doi">10.1080/02678370500297720</pub-id></nlm-citation></ref><ref id="ref20"><label>20</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Kim</surname><given-names>JH</given-names> </name><name name-style="western"><surname>Yoon</surname><given-names>J</given-names> </name><name name-style="western"><surname>Kim</surname><given-names>SJ</given-names> </name><name name-style="western"><surname>Kim</surname><given-names>JY</given-names> </name><name name-style="western"><surname>Bahk</surname><given-names>J</given-names> </name><name name-style="western"><surname>Kim</surname><given-names>SS</given-names> </name></person-group><article-title>Lack of compensation for COVID-19-related overtime work and its association with burnout among EMS providers in Korea</article-title><source>Epidemiol Health</source><year>2023</year><volume>45</volume><fpage>e2023058</fpage><pub-id pub-id-type="doi">10.4178/epih.e2023058</pub-id><pub-id pub-id-type="medline">37340845</pub-id></nlm-citation></ref><ref id="ref21"><label>21</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Kim</surname><given-names>JH</given-names> </name><name name-style="western"><surname>Yoon</surname><given-names>J</given-names> </name><name name-style="western"><surname>Kim</surname><given-names>SJ</given-names> </name><name name-style="western"><surname>Kim</surname><given-names>JY</given-names> </name><name name-style="western"><surname>Kim</surname><given-names>SS</given-names> </name></person-group><article-title>People-oriented culture and its association with burnout, depressive symptoms, and sleep problems during COVID-19 pandemic among EMS providers in Korea</article-title><source>J Occup Environ Med</source><year>2024</year><month>08</month><day>1</day><volume>66</volume><issue>8</issue><fpage>e359</fpage><lpage>e364</lpage><pub-id pub-id-type="doi">10.1097/JOM.0000000000003154</pub-id><pub-id pub-id-type="medline">38769075</pub-id></nlm-citation></ref><ref id="ref22"><label>22</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Lewinsohn</surname><given-names>PM</given-names> </name><name name-style="western"><surname>Seeley</surname><given-names>JR</given-names> </name><name name-style="western"><surname>Roberts</surname><given-names>RE</given-names> </name><name name-style="western"><surname>Allen</surname><given-names>NB</given-names> </name></person-group><article-title>Center for Epidemiologic Studies Depression Scale (CES-D) as a screening instrument for depression among community-residing older adults</article-title><source>Psychol Aging</source><year>1997</year><month>06</month><volume>12</volume><issue>2</issue><fpage>277</fpage><lpage>287</lpage><pub-id pub-id-type="doi">10.1037/0882-7974.12.2.277</pub-id><pub-id pub-id-type="medline">9189988</pub-id></nlm-citation></ref><ref id="ref23"><label>23</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Cho</surname><given-names>SS</given-names> </name><name name-style="western"><surname>Kang</surname><given-names>MY</given-names> </name></person-group><article-title>Association between occupational exposure to chemical or physical factors and sleep disturbance: an analysis of the fifth Korean Working Conditions Survey</article-title><source>Sleep Health</source><year>2022</year><month>10</month><volume>8</volume><issue>5</issue><fpage>521</fpage><lpage>527</lpage><pub-id pub-id-type="doi">10.1016/j.sleh.2022.06.004</pub-id><pub-id pub-id-type="medline">35927181</pub-id></nlm-citation></ref><ref id="ref24"><label>24</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Amsalem</surname><given-names>D</given-names> </name><name name-style="western"><surname>Lazarov</surname><given-names>A</given-names> </name><name name-style="western"><surname>Markowitz</surname><given-names>JC</given-names> </name><etal/></person-group><article-title>Psychiatric symptoms and moral injury among US healthcare workers in the COVID-19 era</article-title><source>BMC Psychiatry</source><year>2021</year><month>11</month><day>5</day><volume>21</volume><issue>1</issue><fpage>546</fpage><pub-id pub-id-type="doi">10.1186/s12888-021-03565-9</pub-id><pub-id pub-id-type="medline">34740357</pub-id></nlm-citation></ref><ref id="ref25"><label>25</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Senger</surname><given-names>AR</given-names> </name><name name-style="western"><surname>Torres</surname><given-names>D</given-names> </name><name name-style="western"><surname>Ratcliff</surname><given-names>CG</given-names> </name></person-group><article-title>Potentially morally injurious events as a mediator of the association of gratitude and mindfulness with distress</article-title><source>Psychol Trauma</source><year>2024</year><month>02</month><volume>16</volume><issue>2</issue><fpage>262</fpage><lpage>269</lpage><pub-id pub-id-type="doi">10.1037/tra0001233</pub-id><pub-id pub-id-type="medline">35357878</pub-id></nlm-citation></ref><ref id="ref26"><label>26</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Courtney</surname><given-names>JA</given-names> </name><name name-style="western"><surname>Francis</surname><given-names>AJP</given-names> </name><name name-style="western"><surname>Paxton</surname><given-names>SJ</given-names> </name></person-group><article-title>Caring for the country: fatigue, sleep and mental health in Australian rural paramedic shiftworkers</article-title><source>J Community Health</source><year>2013</year><month>02</month><volume>38</volume><issue>1</issue><fpage>178</fpage><lpage>186</lpage><pub-id pub-id-type="doi">10.1007/s10900-012-9599-z</pub-id><pub-id pub-id-type="medline">22843315</pub-id></nlm-citation></ref><ref id="ref27"><label>27</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Khan</surname><given-names>WAA</given-names> </name><name name-style="western"><surname>Conduit</surname><given-names>R</given-names> </name><name name-style="western"><surname>Kennedy</surname><given-names>GA</given-names> </name><name name-style="western"><surname>Jackson</surname><given-names>ML</given-names> </name></person-group><article-title>The relationship between shift-work, sleep, and mental health among paramedics in Australia</article-title><source>Sleep Health</source><year>2020</year><month>06</month><volume>6</volume><issue>3</issue><fpage>330</fpage><lpage>337</lpage><pub-id pub-id-type="doi">10.1016/j.sleh.2019.12.002</pub-id><pub-id pub-id-type="medline">32223969</pub-id></nlm-citation></ref><ref id="ref28"><label>28</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Almasry</surname><given-names>H</given-names> </name></person-group><article-title>Comparative analysis of mental health challenges and shift work impact on urban vs. rural emergency responders</article-title><source>AJHMN</source><year>2025</year><month>04</month><day>9</day><volume>11</volume><issue>1</issue><fpage>44</fpage><lpage>74</lpage><pub-id pub-id-type="doi">10.47672/ajhmn.2669</pub-id></nlm-citation></ref><ref id="ref29"><label>29</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Eiche</surname><given-names>C</given-names> </name><name name-style="western"><surname>Birkholz</surname><given-names>T</given-names> </name><name name-style="western"><surname>Jobst</surname><given-names>E</given-names> </name><name name-style="western"><surname>Gall</surname><given-names>C</given-names> </name><name name-style="western"><surname>Prottengeier</surname><given-names>J</given-names> </name></person-group><article-title>Well-being and PTSD in German emergency medical services - a nationwide cross-sectional survey</article-title><source>PLoS ONE</source><year>2019</year><volume>14</volume><issue>7</issue><fpage>e0220154</fpage><pub-id pub-id-type="doi">10.1371/journal.pone.0220154</pub-id><pub-id pub-id-type="medline">31335903</pub-id></nlm-citation></ref><ref id="ref30"><label>30</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Petrie</surname><given-names>K</given-names> </name><name name-style="western"><surname>Milligan-Saville</surname><given-names>J</given-names> </name><name name-style="western"><surname>Gayed</surname><given-names>A</given-names> </name><etal/></person-group><article-title>Prevalence of PTSD and common mental disorders amongst ambulance personnel: a systematic review and meta-analysis</article-title><source>Soc Psychiatry Psychiatr Epidemiol</source><year>2018</year><month>09</month><volume>53</volume><issue>9</issue><fpage>897</fpage><lpage>909</lpage><pub-id pub-id-type="doi">10.1007/s00127-018-1539-5</pub-id><pub-id pub-id-type="medline">29869691</pub-id></nlm-citation></ref><ref id="ref31"><label>31</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Popa</surname><given-names>F</given-names> </name><name name-style="western"><surname>Raed</surname><given-names>A</given-names> </name><name name-style="western"><surname>Purcarea</surname><given-names>VL</given-names> </name><name name-style="western"><surname>Lal&#x0103;</surname><given-names>A</given-names> </name><name name-style="western"><surname>Bobirnac</surname><given-names>G</given-names> </name></person-group><article-title>Occupational burnout levels in emergency medicine&#x2013;a nationwide study and analysis</article-title><source>J Med Life</source><year>2010</year><volume>3</volume><issue>3</issue><fpage>207</fpage><lpage>215</lpage><pub-id pub-id-type="medline">20945809</pub-id></nlm-citation></ref><ref id="ref32"><label>32</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Huang</surname><given-names>G</given-names> </name><name name-style="western"><surname>Chu</surname><given-names>H</given-names> </name><name name-style="western"><surname>Chen</surname><given-names>R</given-names> </name><etal/></person-group><article-title>Prevalence of depression, anxiety, and stress among first responders for medical emergencies during COVID-19 pandemic: a meta-analysis</article-title><source>J Glob Health</source><year>2022</year><month>07</month><day>25</day><volume>12</volume><fpage>05028</fpage><pub-id pub-id-type="doi">10.7189/jogh.12.05028</pub-id><pub-id pub-id-type="medline">35871411</pub-id></nlm-citation></ref><ref id="ref33"><label>33</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Bentley</surname><given-names>MA</given-names> </name><name name-style="western"><surname>Crawford</surname><given-names>JM</given-names> </name><name name-style="western"><surname>Wilkins</surname><given-names>JR</given-names> </name><name name-style="western"><surname>Fernandez</surname><given-names>AR</given-names> </name><name name-style="western"><surname>Studnek</surname><given-names>JR</given-names> </name></person-group><article-title>An assessment of depression, anxiety, and stress among nationally certified EMS professionals</article-title><source>Prehosp Emerg Care</source><year>2013</year><month>07</month><volume>17</volume><issue>3</issue><fpage>330</fpage><lpage>338</lpage><pub-id pub-id-type="doi">10.3109/10903127.2012.761307</pub-id><pub-id pub-id-type="medline">23414106</pub-id></nlm-citation></ref><ref id="ref34"><label>34</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Reardon</surname><given-names>M</given-names> </name><name name-style="western"><surname>Abrahams</surname><given-names>R</given-names> </name><name name-style="western"><surname>Thyer</surname><given-names>L</given-names> </name><name name-style="western"><surname>Simpson</surname><given-names>P</given-names> </name></person-group><article-title>Review article: prevalence of burnout in paramedics: a systematic review of prevalence studies</article-title><source>Emerg Med Australas</source><year>2020</year><month>04</month><volume>32</volume><issue>2</issue><fpage>182</fpage><lpage>189</lpage><pub-id pub-id-type="doi">10.1111/1742-6723.13478</pub-id><pub-id pub-id-type="medline">32067408</pub-id></nlm-citation></ref><ref id="ref35"><label>35</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Nguyen</surname><given-names>E</given-names> </name><name name-style="western"><surname>Meadley</surname><given-names>B</given-names> </name><name name-style="western"><surname>Harris</surname><given-names>R</given-names> </name><etal/></person-group><article-title>Sleep and mental health in recruit paramedics: a 6-month longitudinal study</article-title><source>Sleep</source><year>2023</year><month>08</month><day>14</day><volume>46</volume><issue>8</issue><fpage>zsad050</fpage><pub-id pub-id-type="doi">10.1093/sleep/zsad050</pub-id><pub-id pub-id-type="medline">36861384</pub-id></nlm-citation></ref><ref id="ref36"><label>36</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Patterson</surname><given-names>PD</given-names> </name><name name-style="western"><surname>Weaver</surname><given-names>MD</given-names> </name><name name-style="western"><surname>Frank</surname><given-names>RC</given-names> </name><etal/></person-group><article-title>Association between poor sleep, fatigue, and safety outcomes in emergency medical services providers</article-title><source>Prehosp Emerg Care</source><year>2012</year><month>01</month><volume>16</volume><issue>1</issue><fpage>86</fpage><lpage>97</lpage><pub-id pub-id-type="doi">10.3109/10903127.2011.616261</pub-id><pub-id pub-id-type="medline">22023164</pub-id></nlm-citation></ref><ref id="ref37"><label>37</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Coimbra</surname><given-names>BM</given-names> </name><name name-style="western"><surname>Zylberstajn</surname><given-names>C</given-names> </name><name name-style="western"><surname>van Zuiden</surname><given-names>M</given-names> </name><etal/></person-group><article-title>Moral injury and mental health among health-care workers during the COVID-19 pandemic: meta-analysis</article-title><source>Eur J Psychotraumatol</source><year>2023</year><volume>15</volume><issue>1</issue><fpage>2299659</fpage><pub-id pub-id-type="doi">10.1080/20008066.2023.2299659</pub-id><pub-id pub-id-type="medline">38189775</pub-id></nlm-citation></ref><ref id="ref38"><label>38</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Ritchie</surname><given-names>K</given-names> </name><name name-style="western"><surname>D&#x2019;Alessandro-Lowe</surname><given-names>AM</given-names> </name><name name-style="western"><surname>Brown</surname><given-names>A</given-names> </name><etal/></person-group><article-title>The hidden crisis: understanding potentially morally injurious events experienced by healthcare providers during COVID-19 in Canada</article-title><source>Int J Environ Res Public Health</source><year>2023</year><month>03</month><day>9</day><volume>20</volume><issue>6</issue><fpage>4813</fpage><pub-id pub-id-type="doi">10.3390/ijerph20064813</pub-id><pub-id pub-id-type="medline">36981725</pub-id></nlm-citation></ref><ref id="ref39"><label>39</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Hegarty</surname><given-names>S</given-names> </name><name name-style="western"><surname>Lamb</surname><given-names>D</given-names> </name><name name-style="western"><surname>Stevelink</surname><given-names>SAM</given-names> </name><etal/></person-group><article-title>&#x201C;It hurts your heart&#x201D;: frontline healthcare worker experiences of moral injury during the COVID-19 pandemic</article-title><source>Eur J Psychotraumatol</source><year>2022</year><month>10</month><day>18</day><volume>13</volume><issue>2</issue><fpage>2128028</fpage><pub-id pub-id-type="doi">10.1080/20008066.2022.2128028</pub-id><pub-id pub-id-type="medline">36276556</pub-id></nlm-citation></ref><ref id="ref40"><label>40</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Usset</surname><given-names>TJ</given-names> </name><name name-style="western"><surname>Baker</surname><given-names>LD</given-names> </name><name name-style="western"><surname>Griffin</surname><given-names>BJ</given-names> </name><etal/></person-group><article-title>Burnout and turnover risks for healthcare workers in the United States: downstream effects from moral injury exposure</article-title><source>Sci Rep</source><year>2024</year><month>10</month><day>22</day><volume>14</volume><issue>1</issue><fpage>24915</fpage><pub-id pub-id-type="doi">10.1038/s41598-024-74086-0</pub-id><pub-id pub-id-type="medline">39438496</pub-id></nlm-citation></ref><ref id="ref41"><label>41</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Lamas-Mendoza</surname><given-names>MDM</given-names> </name><name name-style="western"><surname>Fernandez-Alonso</surname><given-names>J</given-names> </name><name name-style="western"><surname>Ballesteros-Pe&#x00F1;a</surname><given-names>S</given-names> </name><name name-style="western"><surname>Gravina</surname><given-names>L</given-names> </name></person-group><article-title>Factors related to sleep quality in emergency nedical technicians and their sleep habits during COVID-19 pandemic [Article in Spanish]</article-title><source>Rev Esp Salud Publica</source><year>2023</year><month>05</month><day>31</day><volume>97</volume><fpage>e202305043</fpage><pub-id pub-id-type="medline">37254874</pub-id></nlm-citation></ref><ref id="ref42"><label>42</label><nlm-citation citation-type="web"><person-group person-group-type="author"><name name-style="western"><surname>Kwon</surname><given-names>JD</given-names> </name></person-group><article-title>Public health workers overworked and underpaid in struggle to fight COVID-19</article-title><source>Hankyoreh</source><year>2020</year><month>07</month><day>4</day><access-date>2025-06-21</access-date><comment><ext-link ext-link-type="uri" xlink:href="https://english.hani.co.kr/arti/english_edition/e_national/952235.html">https://english.hani.co.kr/arti/english_edition/e_national/952235.html</ext-link></comment></nlm-citation></ref><ref id="ref43"><label>43</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Nash</surname><given-names>WP</given-names> </name><name name-style="western"><surname>Marino Carper</surname><given-names>TL</given-names> </name><name name-style="western"><surname>Mills</surname><given-names>MA</given-names> </name><name name-style="western"><surname>Au</surname><given-names>T</given-names> </name><name name-style="western"><surname>Goldsmith</surname><given-names>A</given-names> </name><name name-style="western"><surname>Litz</surname><given-names>BT</given-names> </name></person-group><article-title>Psychometric evaluation of the Moral Injury Events Scale</article-title><source>Mil Med</source><year>2013</year><month>06</month><volume>178</volume><issue>6</issue><fpage>646</fpage><lpage>652</lpage><pub-id pub-id-type="doi">10.7205/MILMED-D-13-00017</pub-id><pub-id pub-id-type="medline">23756071</pub-id></nlm-citation></ref><ref id="ref44"><label>44</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Norman</surname><given-names>SB</given-names> </name><name name-style="western"><surname>Griffin</surname><given-names>BJ</given-names> </name><name name-style="western"><surname>Pietrzak</surname><given-names>RH</given-names> </name><name name-style="western"><surname>McLean</surname><given-names>C</given-names> </name><name name-style="western"><surname>Hamblen</surname><given-names>JL</given-names> </name><name name-style="western"><surname>Maguen</surname><given-names>S</given-names> </name></person-group><article-title>The Moral Injury and Distress Scale: psychometric evaluation and initial validation in three high-risk populations</article-title><source>Psychol Trauma</source><year>2024</year><month>02</month><volume>16</volume><issue>2</issue><fpage>280</fpage><lpage>291</lpage><pub-id pub-id-type="doi">10.1037/tra0001533</pub-id><pub-id pub-id-type="medline">37347882</pub-id></nlm-citation></ref><ref id="ref45"><label>45</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Litz</surname><given-names>BT</given-names> </name><name name-style="western"><surname>Plouffe</surname><given-names>RA</given-names> </name><name name-style="western"><surname>Nazarov</surname><given-names>A</given-names> </name><etal/></person-group><article-title>Defining and assessing the syndrome of moral injury: initial findings of the Moral Injury Outcome Scale Consortium</article-title><source>Front Psychiatry</source><year>2022</year><month>07</month><day>5</day><volume>13</volume><fpage>923928</fpage><pub-id pub-id-type="doi">10.3389/fpsyt.2022.923928</pub-id><pub-id pub-id-type="medline">35873252</pub-id></nlm-citation></ref><ref id="ref46"><label>46</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Mantri</surname><given-names>S</given-names> </name><name name-style="western"><surname>Lawson</surname><given-names>JM</given-names> </name><name name-style="western"><surname>Wang</surname><given-names>Z</given-names> </name><name name-style="western"><surname>Koenig</surname><given-names>HG</given-names> </name></person-group><article-title>Identifying moral injury in healthcare professionals: the Moral Injury Symptom Scale-HP</article-title><source>J Relig Health</source><year>2020</year><month>10</month><volume>59</volume><issue>5</issue><fpage>2323</fpage><lpage>2340</lpage><pub-id pub-id-type="doi">10.1007/s10943-020-01065-w</pub-id><pub-id pub-id-type="medline">32681398</pub-id></nlm-citation></ref><ref id="ref47"><label>47</label><nlm-citation citation-type="journal"><person-group person-group-type="author"><name name-style="western"><surname>Jeong</surname><given-names>W</given-names> </name><name name-style="western"><surname>Kim</surname><given-names>YA</given-names> </name><name name-style="western"><surname>Song</surname><given-names>SY</given-names> </name><etal/></person-group><article-title>Cohort profile: the Registry-based Epidemiological Study of Cancer in Fire Unit and Emergency Officers (RESCUE) cohort</article-title><source>Int J Epidemiol</source><year>2024</year><month>10</month><day>13</day><volume>53</volume><issue>6</issue><fpage>dyae143</fpage><pub-id pub-id-type="doi">10.1093/ije/dyae143</pub-id><pub-id pub-id-type="medline">39460562</pub-id></nlm-citation></ref></ref-list><app-group><supplementary-material id="app1"><label>Multimedia Appendix 1</label><p>Full multivariable logistic regression models for mental health outcomes, including health care&#x2013;related patient deterioration experience and covariates, among emergency medical service providers in South Korea, November-December 2024.</p><media xlink:href="publichealth_v12i1e90130_app1.docx" xlink:title="DOCX File, 44 KB"/></supplementary-material><supplementary-material id="app2"><label>Checklist 1</label><p>STROBE checklist.</p><media xlink:href="publichealth_v12i1e90130_app2.docx" xlink:title="DOCX File, 25 KB"/></supplementary-material></app-group></back></article>