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February 12, 2026International Journal of Environmental Research and Public Health2 citationsOpen Access

Global Disparities in Teletherapy Adoption: A Cross-Income Analysis of Mental Health Access

GAGloria Nnadwa AlhassanAÖArda ÖztürkcanŞÇŞeyma ÇALIŞKAN ÇAVDAR

Key Points

  • The aim is to analyze disparities in teletherapy adoption based on economic contexts globally.
  • Comparative ecological policy analysis using secondary aggregate data.
  • Employing data from WHO, World Bank, ITU, and national reports.
  • Descriptive statistics and simple linear regression used for interpretation.
  • Frameworks applied include CFIR, TAM, and Diffusion of Innovations theory.
  • High-income countries showed over 70% teletherapy adoption.
  • Middle-income countries had moderate uptake, ranging from 15% to 30%.
  • Low-income countries reported less than 5% integration of teletherapy.
  • Digital infrastructure and workforce density accounted for 78% of variance in adoption rates.

Abstract

Mental health disorders affect nearly one billion people worldwide, yet treatment gaps exceed 75% in low- and middle-income countries. Teletherapy has emerged as a scalable solution, but its adoption differs sharply by economic context. This comparative ecological policy analysis used secondary aggregate data from WHO, World Bank, ITU, and national reports to examine teletherapy adoption in low-income (Nigeria, Kenya), middle-income (South Africa, India), and high-income countries (Norway, Canada). Descriptive statistics and simple linear regression were applied, with findings interpreted through the Consolidated Framework for Implementation Research (CFIR), Technology Acceptance Model (TAM), and Diffusion of Innovations theory. High-income countries achieved widespread adoption (>70%), enabled by universal broadband, comprehensive regulation, and strong reimbursement. Middle-income countries showed moderate uptake (15–30%), constrained by rural–urban digital divides and inconsistent policies. Low-income countries reported minimal integration (<5%), limited by unreliable internet, severe workforce shortages, high data costs, and sociocultural barriers. Digital infrastructure, regulatory maturity, and mental health workforce density explained 78% of the cross-country variance in adoption rates (R2 = 0.78). Equitable scale-up of teletherapy directly supports SDGs 3, 9, 10, and 17. Targeted investment and cross-income collaboration are essential to prevent digital mental health solutions from exacerbating existing inequities.

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Cite This Study

Alhassan et al. (2026) studied this question.

synapsesocial.com/papers/698d6ebb5be6419ac0d548c0https://doi.org/10.3390/ijerph23020230
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