Introduction. To encourage electronic health record adoption, in 2011, the Centers for Medicare & Medicaid Services created programmes that offer providers financial incentives for adopting the electronic health record. The objective of the study was to analyse the role of provider and state characteristics in provider time of adoption of the electronic health record. Method. The Centers for Medicare & Medicaid public use file of payments to providers were merged with publicly available databases consisting of the provider's specialty and the characteristics of the state within which the provider practices. Publicly available provider age data formed a subset in our database. We produced visual analytics in Tableau, a visualisation software, to represent the impact of provider and state characteristics. Results. Family medicine physicians and internists were the most active in adoption. Providers in their forties and fifties were earlier in adoption of the electronic health record. Later adopters were in states with higher chronic disease rate (that is, three out of four chronic disease rates studied) and higher minority populations. Conclusions. Regional Extension Centers are instrumental in supporting providers in their adoption of health information technology. Using better strategies for timing and diffusing new health information technology to underprivileged areas can improve health care and reduce inequities in patient care.
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Univ N Carolina, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
Univ N Carolina, Cecil G Sheps Ctr Hlth Serv Res, Chapel Hill, NC USAUniv N Carolina, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
Shea, Christopher M.
Reiter, Kristin L.
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Univ N Carolina, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
Univ N Carolina, Cecil G Sheps Ctr Hlth Serv Res, Chapel Hill, NC USAUniv N Carolina, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
Reiter, Kristin L.
Weaver, Mark A.
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Univ N Carolina, Sch Med, Chapel Hill, NC USA
Univ N Carolina, Dept Biostat, Chapel Hill, NC USAUniv N Carolina, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
Weaver, Mark A.
McIntyre, Molly
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CareFirst BlueCross BlueShield, Baltimore, MD USAUniv N Carolina, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
McIntyre, Molly
Mose, Jason
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Univ N Carolina, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USAUniv N Carolina, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
Mose, Jason
Thornhill, Jonathan
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UNC Hlth Care, Dept Practice Qual & Innovat, UNC Fac Phys, Chapel Hill, NC USAUniv N Carolina, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
Thornhill, Jonathan
Malone, Robb
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UNC Hlth Care, Dept Practice Qual & Innovat, UNC Fac Phys, Chapel Hill, NC USAUniv N Carolina, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
Malone, Robb
Weiner, Bryan J.
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Univ N Carolina, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
Univ N Carolina, Cecil G Sheps Ctr Hlth Serv Res, Chapel Hill, NC USA
Univ N Carolina, Lineberger Comprehens Canc Ctr, Chapel Hill, NC 27599 USAUniv N Carolina, Dept Hlth Policy & Management, Chapel Hill, NC 27515 USA
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H Lee Moffitt Canc Ctr & Res Inst, Dept Hlth Outcomes & Behav, Tampa, FL USA
H Lee Moffitt Canc Ctr & Res Inst, Dept Hlth Outcomes & Behav, 4117 E Fowler Ave, Tampa, FL 33617 USAH Lee Moffitt Canc Ctr & Res Inst, Dept Hlth Outcomes & Behav, Tampa, FL USA
Nguyen, Oliver T.
Turner, Kea
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H Lee Moffitt Canc Ctr & Res Inst, Dept Hlth Outcomes & Behav, Tampa, FL USA
Univ S Florida, Dept Oncol Sci, Tampa, FL USA
H Lee Moffitt Canc Ctr & Res Inst, Dept Gastrointestinal Oncol, Tampa, FL USAH Lee Moffitt Canc Ctr & Res Inst, Dept Hlth Outcomes & Behav, Tampa, FL USA
Turner, Kea
Parekh, Arpan
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Univ Florida, Dept Community Hlth & Family Med, Gainesville, FL USAH Lee Moffitt Canc Ctr & Res Inst, Dept Hlth Outcomes & Behav, Tampa, FL USA
Parekh, Arpan
Tabriz, Amir Alishahi
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H Lee Moffitt Canc Ctr & Res Inst, Dept Hlth Outcomes & Behav, Tampa, FL USA
Univ S Florida, Dept Oncol Sci, Tampa, FL USAH Lee Moffitt Canc Ctr & Res Inst, Dept Hlth Outcomes & Behav, Tampa, FL USA
Tabriz, Amir Alishahi
Hanna, Karim
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Univ S Florida, Morsani Coll Med, Dept Family Med, Tampa, FL USAH Lee Moffitt Canc Ctr & Res Inst, Dept Hlth Outcomes & Behav, Tampa, FL USA
Hanna, Karim
Merlo, Lisa J.
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Univ Florida, Dept Psychiat, Gainesville, FL USAH Lee Moffitt Canc Ctr & Res Inst, Dept Hlth Outcomes & Behav, Tampa, FL USA
Merlo, Lisa J.
Hong, Young-Rock
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Univ Florida, Dept Hlth Serv Res Management & Policy, Gainesville, FL USAH Lee Moffitt Canc Ctr & Res Inst, Dept Hlth Outcomes & Behav, Tampa, FL USA