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Factors Influencing Adoption and Use of Telemedicine Services in Rural Areas of China: Mixed Methods Study
BACKGROUND: The shortage of medical resources in rural China reflects the health inequity in resource-limited settings, whereas telemedicine could provide opportunities to fill this gap. However, evidence of patient acceptance of telemedicine services from low- and middle-income countries is still l...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9823570/ https://www.ncbi.nlm.nih.gov/pubmed/36563026 http://dx.doi.org/10.2196/40771 |
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author | Du, Yumeng Zhou, Qiru Cheng, Weibin Zhang, Zhang Hoelzer, Samantha Liang, Yizhi Xue, Hao Ma, Xiaochen Sylvia, Sean Tian, Junzhang Tang, Weiming |
author_facet | Du, Yumeng Zhou, Qiru Cheng, Weibin Zhang, Zhang Hoelzer, Samantha Liang, Yizhi Xue, Hao Ma, Xiaochen Sylvia, Sean Tian, Junzhang Tang, Weiming |
author_sort | Du, Yumeng |
collection | PubMed |
description | BACKGROUND: The shortage of medical resources in rural China reflects the health inequity in resource-limited settings, whereas telemedicine could provide opportunities to fill this gap. However, evidence of patient acceptance of telemedicine services from low- and middle-income countries is still lacking. OBJECTIVE: We aimed to understand the profile of patient end-user telemedicine use and identify factors influencing telemedicine service use in rural China. METHODS: Our study followed a mixed methods approach, with a quantitative cross-sectional survey followed by in-depth semistructured interviews to describe telemedicine use and its associated factors among rural residents in Guangdong Province, China. In the quantitative analysis, explanatory variables included environmental and context factors, household-level factors, individual sociodemographic factors, access to digital health care, and health needs and demand factors. We conducted univariate and multivariate analyses using Firth logistic regression to examine the correlations of telemedicine uptake. A thematic approach was used, guided by the Social Cognitive Theory for the qualitative analysis. RESULTS: A total of 2101 households were recruited for the quantitative survey. With a mean age of 61.4 (SD 14.41) years, >70% (1364/2101, 72.94%) of the household respondents were male. Less than 1% (14/2101, 0.67%) of the respondents reported experience of using telemedicine. The quantitative results supported that villagers living with family members who had a fever in the past 2 weeks (adjusted odds ratio 6.96, 95% CI 2.20-21.98; P=.001) or having smartphones or computers (adjusted odds ratio 3.71, 95% CI 0.64-21.32; P=.14) had marginally higher telemedicine uptake, whereas the qualitative results endorse these findings. The results of qualitative interviews (n=27) also supplemented the potential barriers to telemedicine use from the lack of knowledge, trust, demand, low self-efficacy, and sufficient physical and social support. CONCLUSIONS: This study found extremely low use of telemedicine in rural China and identified potential factors affecting telemedicine uptake. The main barriers to telemedicine adoption among rural residents were found, including lack of knowledge, trust, demand as well as low self-efficacy, and insufficient physical and social support. Our study also suggests strategies to facilitate telemedicine engagement in low-resource settings: improving digital literacy and self-efficacy, building trust, and strengthening telemedicine infrastructure support. |
format | Online Article Text |
id | pubmed-9823570 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-98235702023-01-08 Factors Influencing Adoption and Use of Telemedicine Services in Rural Areas of China: Mixed Methods Study Du, Yumeng Zhou, Qiru Cheng, Weibin Zhang, Zhang Hoelzer, Samantha Liang, Yizhi Xue, Hao Ma, Xiaochen Sylvia, Sean Tian, Junzhang Tang, Weiming JMIR Public Health Surveill Original Paper BACKGROUND: The shortage of medical resources in rural China reflects the health inequity in resource-limited settings, whereas telemedicine could provide opportunities to fill this gap. However, evidence of patient acceptance of telemedicine services from low- and middle-income countries is still lacking. OBJECTIVE: We aimed to understand the profile of patient end-user telemedicine use and identify factors influencing telemedicine service use in rural China. METHODS: Our study followed a mixed methods approach, with a quantitative cross-sectional survey followed by in-depth semistructured interviews to describe telemedicine use and its associated factors among rural residents in Guangdong Province, China. In the quantitative analysis, explanatory variables included environmental and context factors, household-level factors, individual sociodemographic factors, access to digital health care, and health needs and demand factors. We conducted univariate and multivariate analyses using Firth logistic regression to examine the correlations of telemedicine uptake. A thematic approach was used, guided by the Social Cognitive Theory for the qualitative analysis. RESULTS: A total of 2101 households were recruited for the quantitative survey. With a mean age of 61.4 (SD 14.41) years, >70% (1364/2101, 72.94%) of the household respondents were male. Less than 1% (14/2101, 0.67%) of the respondents reported experience of using telemedicine. The quantitative results supported that villagers living with family members who had a fever in the past 2 weeks (adjusted odds ratio 6.96, 95% CI 2.20-21.98; P=.001) or having smartphones or computers (adjusted odds ratio 3.71, 95% CI 0.64-21.32; P=.14) had marginally higher telemedicine uptake, whereas the qualitative results endorse these findings. The results of qualitative interviews (n=27) also supplemented the potential barriers to telemedicine use from the lack of knowledge, trust, demand, low self-efficacy, and sufficient physical and social support. CONCLUSIONS: This study found extremely low use of telemedicine in rural China and identified potential factors affecting telemedicine uptake. The main barriers to telemedicine adoption among rural residents were found, including lack of knowledge, trust, demand as well as low self-efficacy, and insufficient physical and social support. Our study also suggests strategies to facilitate telemedicine engagement in low-resource settings: improving digital literacy and self-efficacy, building trust, and strengthening telemedicine infrastructure support. JMIR Publications 2022-12-23 /pmc/articles/PMC9823570/ /pubmed/36563026 http://dx.doi.org/10.2196/40771 Text en ©Yumeng Du, Qiru Zhou, Weibin Cheng, Zhang Zhang, Samantha Hoelzer, Yizhi Liang, Hao Xue, Xiaochen Ma, Sean Sylvia, Junzhang Tian, Weiming Tang. Originally published in JMIR Public Health and Surveillance (https://publichealth.jmir.org), 23.12.2022. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), 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 https://publichealth.jmir.org, as well as this copyright and license information must be included. |
spellingShingle | Original Paper Du, Yumeng Zhou, Qiru Cheng, Weibin Zhang, Zhang Hoelzer, Samantha Liang, Yizhi Xue, Hao Ma, Xiaochen Sylvia, Sean Tian, Junzhang Tang, Weiming Factors Influencing Adoption and Use of Telemedicine Services in Rural Areas of China: Mixed Methods Study |
title | Factors Influencing Adoption and Use of Telemedicine Services in Rural Areas of China: Mixed Methods Study |
title_full | Factors Influencing Adoption and Use of Telemedicine Services in Rural Areas of China: Mixed Methods Study |
title_fullStr | Factors Influencing Adoption and Use of Telemedicine Services in Rural Areas of China: Mixed Methods Study |
title_full_unstemmed | Factors Influencing Adoption and Use of Telemedicine Services in Rural Areas of China: Mixed Methods Study |
title_short | Factors Influencing Adoption and Use of Telemedicine Services in Rural Areas of China: Mixed Methods Study |
title_sort | factors influencing adoption and use of telemedicine services in rural areas of china: mixed methods study |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9823570/ https://www.ncbi.nlm.nih.gov/pubmed/36563026 http://dx.doi.org/10.2196/40771 |
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