Willingness and influencing factors of adults receiving Hemodialysis to use mobile healthcare apps: a cross-sectional study
Abstract Purpose Grounded on the Technology Acceptance Model and integrating theories of perceived risk and trust, this study explores the willingness of adults receiving hemodialysis to use mobile healthcare application services as well as its influencing factors. Individuals and methods Using conv...
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| Language: | English |
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BMC
2025-07-01
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| Series: | BMC Nephrology |
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| Online Access: | https://doi.org/10.1186/s12882-025-04228-7 |
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| author | Jun Xu Suping Guo Xintao Yu Xiaojing Ji |
| author_facet | Jun Xu Suping Guo Xintao Yu Xiaojing Ji |
| author_sort | Jun Xu |
| collection | DOAJ |
| description | Abstract Purpose Grounded on the Technology Acceptance Model and integrating theories of perceived risk and trust, this study explores the willingness of adults receiving hemodialysis to use mobile healthcare application services as well as its influencing factors. Individuals and methods Using convenience sampling, 313 adults receiving hemodialysis treated in a comprehensive hospital in Yangzhou City were selected as survey participants from January to March 2024. The study utilized a general information questionnaire and a specific questionnaire assessing the willingness of individuals on hemodialysis to use mobile healthcare application services. A structural equation model was constructed to analyze the influencing factors. Results The scores for each dimension assessing the willingness of adults receiving hemodialysis to use mobile healthcare application services questionnaire were as follows: Perceived Risk (3.31 ± 1.20), Perceived Trust (3.63 ± 0.85), Social Influence (3.84 ± 0.86), Perceived Ease of Use (3.57 ± 0.96), Perceived Usefulness (3.69 ± 0.84), Individual Innovativeness (4.02 ± 0.97), and Willingness to Use (3.85 ± 0.92). Structural equation model analysis indicated that Perceived Ease of Use, Perceived Usefulness, and Individual Innovativeness have a positive impact on the Willingness to Use, with effect values of 0.25, 0.38, and 0.21, respectively. There differences were statistically significant (all P < 0.05). Conclusion The willingness level of adults receiving hemodialysis to use mobile healthcare application services is above average. Key factors influencing the willingness of individuals on hemodialysis to use these services are Perceived Ease of Use, Perceived Usefulness, and Individual Innovativeness. Clinical trial number ChiCTR2400087782. |
| format | Article |
| id | doaj-art-c4759b05b06342c28b028b573eeec451 |
| institution | Kabale University |
| issn | 1471-2369 |
| language | English |
| publishDate | 2025-07-01 |
| publisher | BMC |
| record_format | Article |
| series | BMC Nephrology |
| spelling | doaj-art-c4759b05b06342c28b028b573eeec4512025-08-20T03:37:28ZengBMCBMC Nephrology1471-23692025-07-0126111010.1186/s12882-025-04228-7Willingness and influencing factors of adults receiving Hemodialysis to use mobile healthcare apps: a cross-sectional studyJun Xu0Suping Guo1Xintao Yu2Xiaojing Ji3Blood Purification Center, Northern Jiangsu People’s HospitalBlood Purification Center, Northern Jiangsu People’s HospitalBlood Purification Center, Northern Jiangsu People’s HospitalBlood Purification Center, Northern Jiangsu People’s HospitalAbstract Purpose Grounded on the Technology Acceptance Model and integrating theories of perceived risk and trust, this study explores the willingness of adults receiving hemodialysis to use mobile healthcare application services as well as its influencing factors. Individuals and methods Using convenience sampling, 313 adults receiving hemodialysis treated in a comprehensive hospital in Yangzhou City were selected as survey participants from January to March 2024. The study utilized a general information questionnaire and a specific questionnaire assessing the willingness of individuals on hemodialysis to use mobile healthcare application services. A structural equation model was constructed to analyze the influencing factors. Results The scores for each dimension assessing the willingness of adults receiving hemodialysis to use mobile healthcare application services questionnaire were as follows: Perceived Risk (3.31 ± 1.20), Perceived Trust (3.63 ± 0.85), Social Influence (3.84 ± 0.86), Perceived Ease of Use (3.57 ± 0.96), Perceived Usefulness (3.69 ± 0.84), Individual Innovativeness (4.02 ± 0.97), and Willingness to Use (3.85 ± 0.92). Structural equation model analysis indicated that Perceived Ease of Use, Perceived Usefulness, and Individual Innovativeness have a positive impact on the Willingness to Use, with effect values of 0.25, 0.38, and 0.21, respectively. There differences were statistically significant (all P < 0.05). Conclusion The willingness level of adults receiving hemodialysis to use mobile healthcare application services is above average. Key factors influencing the willingness of individuals on hemodialysis to use these services are Perceived Ease of Use, Perceived Usefulness, and Individual Innovativeness. Clinical trial number ChiCTR2400087782.https://doi.org/10.1186/s12882-025-04228-7Mobile healthcare appsTechnology acceptance modelHemodialysisWillingness and factor |
| spellingShingle | Jun Xu Suping Guo Xintao Yu Xiaojing Ji Willingness and influencing factors of adults receiving Hemodialysis to use mobile healthcare apps: a cross-sectional study BMC Nephrology Mobile healthcare apps Technology acceptance model Hemodialysis Willingness and factor |
| title | Willingness and influencing factors of adults receiving Hemodialysis to use mobile healthcare apps: a cross-sectional study |
| title_full | Willingness and influencing factors of adults receiving Hemodialysis to use mobile healthcare apps: a cross-sectional study |
| title_fullStr | Willingness and influencing factors of adults receiving Hemodialysis to use mobile healthcare apps: a cross-sectional study |
| title_full_unstemmed | Willingness and influencing factors of adults receiving Hemodialysis to use mobile healthcare apps: a cross-sectional study |
| title_short | Willingness and influencing factors of adults receiving Hemodialysis to use mobile healthcare apps: a cross-sectional study |
| title_sort | willingness and influencing factors of adults receiving hemodialysis to use mobile healthcare apps a cross sectional study |
| topic | Mobile healthcare apps Technology acceptance model Hemodialysis Willingness and factor |
| url | https://doi.org/10.1186/s12882-025-04228-7 |
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