Is Electronic Health Literacy Associated with Learning Outcomes among Medical Students in the First Clinical Year?: A Cross-Sectional Study
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Participants and Setting
2.3. Procedures
2.4. Materials and Tools
2.5. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
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Characteristic | Number (%) | |
---|---|---|
Gender | Male | 49 (55.68) |
Female | 39 (44.32) | |
Age | Median (IQR) | 22 (21, 22) |
Hometown | Urban | 47 (53.41) |
Rural | 41 (46.59) | |
Income (THB) | Median (IQR) | 10,000 (8000, 12,000) |
Scholarship | Yes | 9 (10.23) |
No | 79 (89.77) | |
Highest parent education | Under bachelor’s degree | 21 (23.86) |
Above bachelor’s degree | 67 (76.41) | |
Parent job is Healthcare provider | Yes | 26 (29.55) |
No | 62 (70.45) | |
Underlying disease | Yes | 19 (21.59) |
No | 69 (78.41) | |
Case report scores | Mean (SD) | 76.52 (11.57) |
Internet Use of Participants | Number (%) | |
---|---|---|
Internet use hour/day | Median (IQR) | 5 (3.8) |
≥5 h/day | 51 (57.9) | |
<5 h/day | 37 (42.1) | |
Number of electronic sources | Median (IQR) | 5 (3, 7) |
Number of physical texts | Median (IQR) | 3 (2, 4) |
Popular electronic source for academic purpose | UptoDate | 79 (25.15) |
Pubmed | 71 (22.61) | |
Medscape | 52 (16.56) | |
Clinical Keys | 31 (9.82) | |
WebMD | 31 (9.82) | |
Local Thai website | 25 (7.96) | |
Wikipedia | 16 (5.09) | |
Google scholar | 9 (9.86) |
Item | Factor Loading | |
---|---|---|
Derivation Study | This Study | |
Q1.I know what health resources are available on the internet. | 0.77 | 0.53 |
Q2.I know where to find helpful health resources on the internet. | 0.79 | 0.78 |
Q3.I know how to find helpful health resources on the internet. | 0.77 | 0.87 |
Q4.I know how to use the internet to answer my questions about health. | 0.84 | 0.74 |
Q5.I know how to use the health information I find on the internet to help me. | 0.81 | 0.73 |
Q6.I have the skills I need to evaluate the health resources I find on the internet. | 0.72 | 0.66 |
Q7.I can tell high-quality health resources from low-quality health resources on the Internet. | 0.65 | 0.56 |
Q8.I feel confident in using information from the Internet to make health decisions. | 0.60 | 0.64 |
Variance accounted percent | 56% | 43% |
Cronbach’s Alpha | 0.88 | 0.83 |
eHEALS Questions | Median (IQR) | Mean (SD) | No. of Participant Rating to the Score * (Row %) | ||
---|---|---|---|---|---|
3 | 4 | 5 | |||
A. How useful do you feel the internet is in helping you make decisions about your health? | 5 (4.5) | 4.55 (0.58) | 4.55 | 35.23 | 60.23 |
B. How important is it for you to be able to access health resources on the internet? | 5 (4.5) | 4.67 (0.51) | 2.27 | 28.41 | 69.32 |
Q1. I know what health resources are available on the internet. | 4 (4.5) | 4.21 (0.59) | 9.09 | 60.23 | 30.68 |
Q2. I know where to find helpful health resources on the internet. | 4 (4.5) | 4.39 (0.59) | 5.68 | 48.86 | 45.45 |
Q3. I know how to find helpful health resources on the internet. | 4 (4.5) | 4.32 (0.56) | 4.55 | 57.95 | 37.50 |
Q4. I know how to use the internet to answer my questions about health. | 4 (4.5) | 4.20 (0.61) | 10.23 | 59.09 | 30.68 |
Q5. I know how to use the health information I find on the internet to help me. | 4 (4.4) | 4.09 (0.61) | 14.77 | 61.36 | 23.86 |
Q6. I have the skills I need to evaluate the health resources I find on the internet. | 4 (4.4) | 3.97 (0.64) | 21.59 | 59.09 | 19.32 |
Q7. I can tell high-quality health resources from low-quality health resources on the Internet. | 4 (4.5) | 4.25 (0.64) | 11.36 | 52.27 | 36.36 |
Q8. I feel confident in using information from the Internet to make health decisions. | 4 (4.4) | 3.98 (0.59) | 18.18 | 64.77 | 17.05 |
Univariable Linear Regression Analysis | Multivariable Linear Regression Analysis | |||||
---|---|---|---|---|---|---|
eHEAL Score | Coefficient | 95% CI | p-Value | Coefficient | 95% CI | p-Value |
Female | 1.04 | −0.34, 2.43 | 0.139 | 0.98 | −0.55, 2.52 | 0.205 |
Age | −0.27 | −1.25, 0.70 | 0.577 | −0.17 | 1.24, 0.88 | 0.742 |
Hometown | −0.57 | −1.99, 0.85 | 0.426 | −0.37 | −1.98, 1.23 | 0.641 |
Income | −0.01 | −0.01, 0.15 | 0.875 | 0.02 | −0.16, 0.21 | 0.798 |
Scholarship | 0.24 | −2.07, 2.54 | 0.839 | 0.15 | −2.29, 2.61 | 0.899 |
Highest parent education | −0.72 | −2.35, 0.91 | 0.387 | −0.61 | −2.35, 1.12 | 0.487 |
Parent job is Healthcare provider | 0.50 | −1.03, 2.03 | 0.517 | 0.49 | −1.18, 2.17 | 0.559 |
Underlying disease | −0.11 | −1.81, 1.59 | 0.898 | −0.45 | −2.26, 1.35 | 0.616 |
Hour of internet use/day | 0.22 | 0.05, 0.39 | 0.013 | 0.23 | 0.04, 0.42 | 0.014 |
Number of devices | 0.17 | −0.78, 1.12 | 0.728 | −0.05 | −1.05, 0.94 | 0.911 |
Univariable Linear Regression Analysis | Multivariable Linear Regression Analysis * | |||||
---|---|---|---|---|---|---|
Case Report Scores | Coefficient | 95% CI | p-Value | Coefficient | 95% CI | p-Value |
Female | 1.58 | −3.37, 6.53 | 0.527 | 2.06 | −3.13, 7.25 | 0.432 |
Age | 0.77 | −2.67, 4.22 | 0.655 | 0.25 | −3.44, 3.93 | 0.895 |
Hour of internet use/day | −0.56 | −1.18, 0.49 | 0.071 | −0.45 | −1.14, 0.23 | 0.192 |
eHEALS scores | −0.59 | −1.33, 0.15 | 0.117 | −0.53 | −1.36, 0.31 | 0.215 |
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Tanasombatkul, K.; Pinyopornpanish, K.; Angkurawaranon, C.; Buawangpong, N.; Rojanasumapong, A.; Jiraporncharoen, W. Is Electronic Health Literacy Associated with Learning Outcomes among Medical Students in the First Clinical Year?: A Cross-Sectional Study. Eur. J. Investig. Health Psychol. Educ. 2021, 11, 923-932. https://doi.org/10.3390/ejihpe11030068
Tanasombatkul K, Pinyopornpanish K, Angkurawaranon C, Buawangpong N, Rojanasumapong A, Jiraporncharoen W. Is Electronic Health Literacy Associated with Learning Outcomes among Medical Students in the First Clinical Year?: A Cross-Sectional Study. European Journal of Investigation in Health, Psychology and Education. 2021; 11(3):923-932. https://doi.org/10.3390/ejihpe11030068
Chicago/Turabian StyleTanasombatkul, Krittai, Kanokporn Pinyopornpanish, Chaisiri Angkurawaranon, Nida Buawangpong, Auswin Rojanasumapong, and Wichuda Jiraporncharoen. 2021. "Is Electronic Health Literacy Associated with Learning Outcomes among Medical Students in the First Clinical Year?: A Cross-Sectional Study" European Journal of Investigation in Health, Psychology and Education 11, no. 3: 923-932. https://doi.org/10.3390/ejihpe11030068
APA StyleTanasombatkul, K., Pinyopornpanish, K., Angkurawaranon, C., Buawangpong, N., Rojanasumapong, A., & Jiraporncharoen, W. (2021). Is Electronic Health Literacy Associated with Learning Outcomes among Medical Students in the First Clinical Year?: A Cross-Sectional Study. European Journal of Investigation in Health, Psychology and Education, 11(3), 923-932. https://doi.org/10.3390/ejihpe11030068