e.g. mhealth
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Skip search results from other journals and go to results- 5 JMIRx Med
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The heterogeneity can be assessed using the I2 and 𝜏2 statistics, where the 𝜏2 represents the between-trial variance of the effect size. The square root of the 𝜏2 provides an estimate of the SD of the effects in the analyzed studies. High values of 𝜏2 indicate substantial heterogeneity among the effect sizes, suggesting that the true effects are not consistent across studies and may be influenced by other factors [10].
J Med Internet Res 2025;27:e64016
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ChatGPT for Univariate Statistics: Validation of AI-Assisted Data Analysis in Healthcare Research
For descriptive statistics, the methods tested were mean, SD, median, and IQR. Chat GPT was prompted to compute these values for male and female cohorts, as well as the entire dataset for the following variables: age, length of stay, and total charges. All descriptive statistics prompts were posed as directed questions without opportunity for interpretation. Descriptive statistics prompts can be found in Multimedia Appendix 2.
J Med Internet Res 2025;27:e63550
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Descriptive statistics were calculated for all survey items. Ordered logistic regression models were used to examine associations between demographic and health characteristics and the likelihood of intervention uptake. Four models were estimated: uptake generally, uptake before treatment, uptake during treatment, and uptake after treatment.
JMIR Cancer 2024;10:e51536
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One group of approaches often labeled as distributed analysis involves calculations at each participating node and exchanges of the resulting aggregated statistics with a coordinating center (CC), which can itself also perform additional calculations based on the received aggregated statistics. The CC can be an organization not responsible for a data node or a data node taking on the additional role of CC for a given analysis.
JMIR Med Inform 2024;12:e53622
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Table 1 presents the summary statistics of meteorological factors and varicella cases in Wuxi city from January 1, 2010, to December 31, 2019. A total of 64,086 cases of varicella were reported during the study period. Males accounted for 54.16% (n=34,709 cases), while females accounted for 45.84% (n=29,377 cases). Teenagers, children, and infants under the age of 17 years comprised the largest group, representing 78.37% (n=50,221 cases) of the total reported cases.
JMIR Public Health Surveill 2024;10:e62863
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The need for information and statistics about people addicted to drugs, accessibility, usage, effects, and prevention is vital for reducing drug abuse [8]. However, local communities lack effective prevention tools despite drug abuse reaching epidemic levels [4,9]. The increasing drug use among school students contributes to the spread of drug abuse epidemics [10].
JMIR Hum Factors 2024;11:e48139
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Descriptive statistics were used to describe the patient population and to analyze the primary outcome measures at baseline and after 3 and 6 months using numbers and proportions for categorical variables, means (SDs), and medians (IQRs) for continuous variables. Linear mixed model analyses were used to evaluate recovery over time for participation, the HRQo L, fatigue, physical functioning, and psychological well-being.
JMIR Public Health Surveill 2023;9:e44155
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For the comparative inferential statistical analysis conducted to understand the impact of SARS-Co V-2 evolution on COVID-19 transmissibility and severity in South Africa, descriptive statistics and paired samples t test at 95% CIs were conducted on the normalized parameters in SPSS.
JMIRx Med 2023;4:e34598
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