TY - JOUR
T1 - Facility and state-level factors associated with telemental health (TMH) adoption among mental health facilities in the United States
AU - Zhao, Xiaohui
AU - Innes, Kim E.
AU - Bhattacharjee, Sandipan
AU - Dwibedi, Nilanjana
AU - LeMasters, Traci M.
AU - Sambamoorthi, Usha
N1 - Funding Information:
The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: Research reported here was supported by the National Institute of General Medical Sciences of the National Institutes of Health under award number U54GM104942. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
Publisher Copyright:
© The Author(s) 2019.
PY - 2021/5
Y1 - 2021/5
N2 - Introduction: Telemental health (TMH) is a promising approach to increase access to mental healthcare. This study examined the TMH adoption rates and associations with facility- and state-level factors among US mental health (MH) facilities. Methods: This retrospective, cross-sectional study used linked data for 2016 from the National Mental Health Services Survey (N = 11,833), Area Health Resources File, and national reports for broadband access and telehealth policies. The associations of facility and state-level characteristics with TMH adoption were examined with multi-level logistic regressions. Results: Overall, 25.9% had used TMH. Having veteran affiliation [Adjusted Odds Ratio (AOR) = 18.53, 95% Confidence Interval (95%CI): 10.66–32.21] and greater Information Technology (IT) capacity [AOR(95%CI): 2.89(2.10–3.98)] were the strongest correlates of TMH adoption. Other facility characteristics associated with higher likelihood of TMH adoption were: public ownership, high patient volumes, having comprehensive MH treatments or Quality Improvement practices, having private or non-Medicaid public payers, and treating elderly patients (AORs: 1.16–2.41). TMH adoption was less likely among facilities treating more African Americans or patients with substance abuse disorders. TMH adoption varied substantially across states, with adoption more likely in states issuing special telehealth licences and those with more rural counties. Discussion: One in four MH facilities adopted TMH in 2016. TMH adoption varied by multiple facility- and state-level factors. Our findings suggest that: legal/regulatory burden and lower facility IT capacity may discourage TMH adoption; significant racial disparities exist in TMH adoption; and there is a need to increase TMH use for substance abuse disorders.
AB - Introduction: Telemental health (TMH) is a promising approach to increase access to mental healthcare. This study examined the TMH adoption rates and associations with facility- and state-level factors among US mental health (MH) facilities. Methods: This retrospective, cross-sectional study used linked data for 2016 from the National Mental Health Services Survey (N = 11,833), Area Health Resources File, and national reports for broadband access and telehealth policies. The associations of facility and state-level characteristics with TMH adoption were examined with multi-level logistic regressions. Results: Overall, 25.9% had used TMH. Having veteran affiliation [Adjusted Odds Ratio (AOR) = 18.53, 95% Confidence Interval (95%CI): 10.66–32.21] and greater Information Technology (IT) capacity [AOR(95%CI): 2.89(2.10–3.98)] were the strongest correlates of TMH adoption. Other facility characteristics associated with higher likelihood of TMH adoption were: public ownership, high patient volumes, having comprehensive MH treatments or Quality Improvement practices, having private or non-Medicaid public payers, and treating elderly patients (AORs: 1.16–2.41). TMH adoption was less likely among facilities treating more African Americans or patients with substance abuse disorders. TMH adoption varied substantially across states, with adoption more likely in states issuing special telehealth licences and those with more rural counties. Discussion: One in four MH facilities adopted TMH in 2016. TMH adoption varied by multiple facility- and state-level factors. Our findings suggest that: legal/regulatory burden and lower facility IT capacity may discourage TMH adoption; significant racial disparities exist in TMH adoption; and there is a need to increase TMH use for substance abuse disorders.
KW - National Mental Health Services Survey (N-MHSS)
KW - Telemental health (TMH)
KW - mental health facilities
KW - rurality
KW - telehealth licence
UR - http://www.scopus.com/inward/record.url?scp=85072034272&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85072034272&partnerID=8YFLogxK
U2 - 10.1177/1357633X19868902
DO - 10.1177/1357633X19868902
M3 - Article
C2 - 31475879
AN - SCOPUS:85072034272
SN - 1357-633X
VL - 27
SP - 244
EP - 257
JO - Journal of telemedicine and telecare
JF - Journal of telemedicine and telecare
IS - 4
ER -