The impact of social influence and perceived value on usage intention of county-level “Internet + Medical Health” services: a moderating analysis of region - Report - MDSpire

The impact of social influence and perceived value on usage intention of county-level “Internet + Medical Health” services: a moderating analysis of region

  • By

  • Lei Zhao

  • Lai Wei

  • Qingsong Zhang

  • Renfen Tian

  • July 9, 2026

  • 0 min

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Clinical Report: Examining the Role of Social Influence and Perceived Value

Overview

This study investigates how social influence and perceived value affect the intention to use 'Internet + Medical Health' services, with regional variations as a moderating factor.

Background

The integration of technology in healthcare, particularly through 'Internet + Medical Health' services, is crucial for improving access and efficiency in medical care. Understanding the factors that drive patients' intentions to use these services can inform targeted interventions.

Data Highlights

VariableBeta (β)P-value
Perceived Value0.337< 0.05
Perceived Usefulness0.303< 0.05
Perceived Ease of Use0.382< 0.05
Social Influence0.307< 0.05

Key Findings

  • Perceived value is positively associated with usage intention (β = 0.337, P < 0.05).
  • Perceived usefulness is positively associated with usage intention (β = 0.303, P < 0.05).
  • Perceived ease of use positively influences perceived usefulness (β = 0.382, P < 0.05).
  • Social influence positively affects perceived value (β = 0.307, P < 0.05).
  • Perceived value partially mediates the relationship between social influence and usage intention.
  • Region moderates the association between social influence and perceived value.

Clinical Implications

Healthcare providers should consider the role of social influence and perceived value when promoting 'Internet + Medical Health' services, particularly in rural areas. Enhancing health information literacy and addressing service costs may improve patient engagement with these digital health services.

Conclusion

The study identifies key factors influencing the intention to use 'Internet + Medical Health' services.

Related Resources & Content

  1. Frontiers in Medicine, 2026 -- Perceptions of Health Misinformation on Social Media: Patterns and Predictors
  2. Journal of Medical Internet Research (JMIR), 2026 -- Associations and Pathways Between Online Health Information–Seeking Behavior and Patient Adherence: Cross-Sectional Study
  3. npj Digital Medicine, 2026 -- Influence of Internet Access and Digital Skills on Telehealth Video Consultations for Cancer Patients
  4. American Journal of Epidemiology — Assessing the Broader Applicability of Commercial Healthcare Claims Data
  5. Medicare payment policies | Telehealth.HHS.gov
  6. Telehealth | CMS
  7. The ATA’s Principles for Delivering Telerehabilitation Services - REVISED - ATA
  8. Global Strategy on Digital Health 2020-2027
  9. Evidence standards framework for digital health technologies
  10. Telemedicine’s impact on chronic disease patients: an overview of systematic reviews - ScienceDirect
  11. Does telepharmacy (remote pharmacy care) work better than usual care for people with long-term health conditions who are not in hospital? | Cochrane
  12. https://academic.oup.com/ehjopen/article/6/2/oeag061/8660679
  13. Journal of Medical Internet Research - A Digital Diabetes Self-Management Education and Support Program Integrated With Continuous Glucose Monitoring for Type 2 Diabetes: Randomized Controlled Trial
  14. Structured Telehealth CHW-Clinician Feedback and Diabetes Outcomes

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