Background and Objectives: Telemedicine holds the promise of increasing access-to-care at a lower cost. Yet, for years, the evidence of telemedicine's cost-effectiveness was scarce. Faced with a rapidly expanding literature, we conduct both manual and systematic selection of the literature, and analyzed the data to determine: (1) the characteristics of economic evaluations of telemedicine, and (2) the determinants of economically efficient telemedicine interventions.Methods: We reviewed all published economic evaluations of telemedicine in Cochrane, Embase, and Pubmed from 2008 to 2018. Articles were screened by two researchers first on title and abstract (Stage 1), then on full article (Stage 2), (protocol available on PROSPERO, ref. CRD42019143032). We proposed an alternative method for screening articles using machine learning based on textual classification and compared these two approaches. We constructed an exclusive dataset on the characteristics of the selected articles and enriched it using OECD data at the country level. We identified the determinants of efficient telemedicine interventions using multiple logit models.Results and Conclusion: We included 156 articles out of 2,639. Most economic studies of our sample regard telemonitoring. A majority (73.7%) of studies found that telemedicine intervention is efficient, regardless of the medical domain. Articles with higher standards of economic evaluation (cost-effectiveness analysis, randomized trials with high sample size) were less likely to report an efficient intervention. We found no effect of the publication year, signifying that the nature of the evidence has not changed over time.
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Maastricht Univ, Fac Hlth Med & Life Sci, Masters Program Global Hlth, POB 616, NL-6200 MD Maastricht, NetherlandsMaastricht Univ, Fac Hlth Med & Life Sci, Masters Program Global Hlth, POB 616, NL-6200 MD Maastricht, Netherlands
Steijger, Dirk
Chatterjee, Chandrima
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Maastricht Univ, Fac Hlth Med & Life Sci, Masters Program Global Hlth, POB 616, NL-6200 MD Maastricht, NetherlandsMaastricht Univ, Fac Hlth Med & Life Sci, Masters Program Global Hlth, POB 616, NL-6200 MD Maastricht, Netherlands
Chatterjee, Chandrima
Groot, Wim
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Maastricht Univ, Med Ctr, CAPHRI, Fac Hlth Med & Life Sci,Dept Hlth Serv Res, POB 616, NL-6200 MD Maastricht, NetherlandsMaastricht Univ, Fac Hlth Med & Life Sci, Masters Program Global Hlth, POB 616, NL-6200 MD Maastricht, Netherlands
Groot, Wim
Pavlova, Milena
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Maastricht Univ, Med Ctr, CAPHRI, Fac Hlth Med & Life Sci,Dept Hlth Serv Res, POB 616, NL-6200 MD Maastricht, NetherlandsMaastricht Univ, Fac Hlth Med & Life Sci, Masters Program Global Hlth, POB 616, NL-6200 MD Maastricht, Netherlands
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Duke NUS Med Sch, Hlth Serv & Syst Res, Singapore, SingaporeMem Univ Newfoundland, Sch Pharm, St John, NF, Canada
Finkelstein, Eric A.
Wong, Tien Yin
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Singapore Natl Eye Ctr, Singapore Eye Res Inst, Singapore, SingaporeMem Univ Newfoundland, Sch Pharm, St John, NF, Canada
Wong, Tien Yin
Lamoureux, Ecosse L.
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Singapore Natl Eye Ctr, Singapore Eye Res Inst, Singapore, Singapore
Duke NUS Med Sch, Acad Med Res Inst, Singapore, SingaporeMem Univ Newfoundland, Sch Pharm, St John, NF, Canada
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Univ Calgary, Dept Community Hlth Sci, Hlth Telemat Unit, Calgary, AB T2N 1N4, CanadaUniv Calgary, Dept Community Hlth Sci, Hlth Telemat Unit, Calgary, AB T2N 1N4, Canada