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The Use of ICD-9-CM Coding to Identify COVID-19 Diagnoses and Determine Risk Factors for 30-Day Death Rate in Hospitalized Patients in Italy: Retrospective Study

The Use of ICD-9-CM Coding to Identify COVID-19 Diagnoses and Determine Risk Factors for 30-Day Death Rate in Hospitalized Patients in Italy: Retrospective Study

Indeed, with the beginning of the COVID-19 pandemic, the World Health Organization provided, in response to member state requests, codes and instructions for COVID-19 coding in the International Classification of Diseases, 10th Revision (ICD-10) and International Classification of Diseases, 11th Revision (ICD-11) [12], but not in the International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM), which is the international classification of diseases currently used in Italy for coding

Barbara Giordani, Alessandra Burgio, Francesco Grippo, Alessandra Barone, Erica Eugeni, Giovanni Baglio

JMIR Public Health Surveill 2024;10:e44062

Analysis of Patient Cues in Asynchronous Health Interactions: Pilot Study Combining Empathy Appraisal and Systemic Functional Linguistics

Analysis of Patient Cues in Asynchronous Health Interactions: Pilot Study Combining Empathy Appraisal and Systemic Functional Linguistics

Thereby, an empathic frame is a good start point when coding asynchronous messages. There are a number of tools in patient-provider communication for identifying opportunities for empathic responses [49], showing how providers often miss these opportunities [50], and providing advice to prevent it [51].

Elena Rey Velasco, Hanne Sæderup Pedersen, Timothy Skinner, Impact Diabetes B2B Collaboration Group

JMIR Form Res 2022;6(12):e40058

Toward a Mixed-Methods Research Approach to Content Analysis in The Digital Age: The Combined Content-Analysis Model and its Applications to Health Care Twitter Feeds

Toward a Mixed-Methods Research Approach to Content Analysis in The Digital Age: The Combined Content-Analysis Model and its Applications to Health Care Twitter Feeds

In addition, the three approaches require a similar analytical process consisting of 7 steps: (1) formulating the research questions, (2) selecting the sample for analysis, (3) defining the categories to be applied, (4) outlining the coding process and training the coders, (5) implementing the coding process, (6) determining trustworthiness, and (7) analyzing the results of the coding process ([20], p 1285).

Eradah O Hamad, Marie Y Savundranayagam, Jeffrey D Holmes, Elizabeth Anne Kinsella, Andrew M Johnson

J Med Internet Res 2016;18(3):e60

A Web-Based, Respondent-Driven Sampling Survey Among Men Who Have Sex With Men (Kai Noi): Description of Methods and Characteristics

A Web-Based, Respondent-Driven Sampling Survey Among Men Who Have Sex With Men (Kai Noi): Description of Methods and Characteristics

We describe here the design, coding, and procedures of a largely automated web RDS system that aimed to replace and fulfill all attributes of a physical, staffed RDS office. A separate publication describes the sampling and survey findings [9]. Our goal was to design and conduct a web RDS among MSM in Thailand. The objectives were 2-fold: to create a ready-to-use (coded) web RDS system and to pilot the feasibility of collecting HIV-related biomarkers through such a sampling design.

Samart Karuchit, Panupit Thiengtham, Suvimon Tanpradech, Watcharapol Srinor, Thitipong Yingyong, Thananda Naiwatanakul, Sanny Northbrook, Wolfgang Hladik

JMIR Form Res 2024;8:e50812

Patient Perspectives on AI for Mental Health Care: Cross-Sectional Survey Study

Patient Perspectives on AI for Mental Health Care: Cross-Sectional Survey Study

Free-text responses to the 2 open-ended questions were analyzed using a singular coding scheme. A second analyst then used the coding scheme to independently dual code each free-text response. The analysts met with a third team member to resolve discrepancies, coding via consensus and updating the codebook throughout the discussion.

Natalie Benda, Pooja Desai, Zayan Reza, Anna Zheng, Shiveen Kumar, Sarah Harkins, Alison Hermann, Yiye Zhang, Rochelle Joly, Jessica Kim, Jyotishman Pathak, Meghan Reading Turchioe

JMIR Ment Health 2024;11:e58462

Determining an Appropriate Sample Size for Qualitative Interviews to Achieve True and Near Code Saturation: Secondary Analysis of Data

Determining an Appropriate Sample Size for Qualitative Interviews to Achieve True and Near Code Saturation: Secondary Analysis of Data

We then extracted code- and interview-specific data from the NVivo databases—including transcript name, code name, number of files coded, number of associated parent and child codes, and number of coding references—and compiled these data in an Excel (Microsoft Corp) file.

Claudia M Squire, Kristen C Giombi, Douglas J Rupert, Jacqueline Amoozegar, Peyton Williams

J Med Internet Res 2024;26:e52998

AI Education for Fourth-Year Medical Students: Two-Year Experience of a Web-Based, Self-Guided Curriculum and Mixed Methods Study

AI Education for Fourth-Year Medical Students: Two-Year Experience of a Web-Based, Self-Guided Curriculum and Mixed Methods Study

Students were asked to fill out formal surveys to rate their confidence in AI and ML concepts and in technical data science and coding skills. Before starting the elective, students were asked: How familiar are you with AI or ML concepts? (Likert scale, 1-5) How would you rate your technical data science or coding experience? (Likert scale, 1-5) After completing the elective, students were asked: Did you choose the Technical or Nontechnical Track?

Areeba Abid, Avinash Murugan, Imon Banerjee, Saptarshi Purkayastha, Hari Trivedi, Judy Gichoya

JMIR Med Educ 2024;10:e46500

Coding of Childhood Psychiatric and Neurodevelopmental Disorders in Electronic Health Records of a Large Integrated Health Care System: Validation Study

Coding of Childhood Psychiatric and Neurodevelopmental Disorders in Electronic Health Records of a Large Integrated Health Care System: Validation Study

This problem is further complicated by the accuracy of coding after the mandatory introduction of the International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) coding systems to classify diagnoses and procedures in the United States, which occurred on October 1, 2015 [12]. The ICD-10-CM provides increased specificity and detail for many health conditions [12], including childhood psychiatric and neurodevelopmental conditions.

Jiaxiao M Shi, Vicki Y Chiu, Chantal C Avila, Sierra Lewis, Daniella Park, Morgan R Peltier, Darios Getahun

JMIR Ment Health 2024;11:e56812

Assessing Facilitator Fidelity to Principles of Public Deliberation: Tutorial

Assessing Facilitator Fidelity to Principles of Public Deliberation: Tutorial

To expedite the coding process, we developed 3 templates to facilitate the process. Template 1 displays the coding rules, template 2 is a table for organizing and displaying the codes, and template 3 is a table for displaying the final code counts.

Claire Draucker, Andrés Carrión, Mary A Ott, Amelia Knopf

JMIR Form Res 2023;7:e51202

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