Testing the organizational theory of innovation implementation effectiveness in a community pharmacy medication management program: a hurdle regression analysis
Abstract Background Many state Medicaid programs are implementing pharmacist-led medication management programs to improve outcomes for high-risk beneficiaries. There are a limited number of studies examining implementation of these programs, making it difficult to assess why program outcomes might...
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BMC
2018-07-01
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Series: | Implementation Science |
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Online Access: | http://link.springer.com/article/10.1186/s13012-018-0799-5 |
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doaj-63eaf547b49348c0a81618b5af9315a4 |
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record_format |
Article |
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DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Kea Turner Justin G. Trogdon Morris Weinberger Angela M. Stover Stefanie Ferreri Joel F. Farley Neepa Ray Michael Patti Chelsea Renfro Christopher M. Shea |
spellingShingle |
Kea Turner Justin G. Trogdon Morris Weinberger Angela M. Stover Stefanie Ferreri Joel F. Farley Neepa Ray Michael Patti Chelsea Renfro Christopher M. Shea Testing the organizational theory of innovation implementation effectiveness in a community pharmacy medication management program: a hurdle regression analysis Implementation Science Implementation climate Innovation-values fit Community pharmacy Medication management Organizational theory |
author_facet |
Kea Turner Justin G. Trogdon Morris Weinberger Angela M. Stover Stefanie Ferreri Joel F. Farley Neepa Ray Michael Patti Chelsea Renfro Christopher M. Shea |
author_sort |
Kea Turner |
title |
Testing the organizational theory of innovation implementation effectiveness in a community pharmacy medication management program: a hurdle regression analysis |
title_short |
Testing the organizational theory of innovation implementation effectiveness in a community pharmacy medication management program: a hurdle regression analysis |
title_full |
Testing the organizational theory of innovation implementation effectiveness in a community pharmacy medication management program: a hurdle regression analysis |
title_fullStr |
Testing the organizational theory of innovation implementation effectiveness in a community pharmacy medication management program: a hurdle regression analysis |
title_full_unstemmed |
Testing the organizational theory of innovation implementation effectiveness in a community pharmacy medication management program: a hurdle regression analysis |
title_sort |
testing the organizational theory of innovation implementation effectiveness in a community pharmacy medication management program: a hurdle regression analysis |
publisher |
BMC |
series |
Implementation Science |
issn |
1748-5908 |
publishDate |
2018-07-01 |
description |
Abstract Background Many state Medicaid programs are implementing pharmacist-led medication management programs to improve outcomes for high-risk beneficiaries. There are a limited number of studies examining implementation of these programs, making it difficult to assess why program outcomes might vary across organizations. To address this, we tested the applicability of the organizational theory of innovation implementation effectiveness to examine implementation of a community pharmacy Medicaid medication management program. Methods We used a hurdle regression model to examine whether organizational determinants, such as implementation climate and innovation-values fit, were associated with effective implementation. We defined effective implementation in two ways: implementation versus non-implementation and program reach (i.e., the proportion of the target population that received the intervention). Data sources included an implementation survey administered to participating community pharmacies and administrative data. Results The findings suggest that implementation climate is positively and significantly associated with implementation versus non-implementation (AME = 2.65, p < 0.001) and with program reach (AME = 5.05, p = 0.001). Similarly, the results suggest that innovation-values fit is positively and significantly associated with implementation (AME = 2.17, p = 0.037) and program reach (AME = 11.79, p < 0.001). Some structural characteristics, such as having a clinical pharmacist on staff, were significant predictors of implementation and program reach whereas other characteristics, such as pharmacy type or prescription volume, were not. Conclusions Our study supported the use of the organizational theory of innovation implementation effectiveness to identify organizational determinants that are associated with effective implementation (e.g., implementation climate and innovation-values fit). Unlike broader environmental factors or structural characteristics (e.g., pharmacy type), implementation climate and innovation-values fit are modifiable factors and can be targeted through intervention—a finding that is important for community pharmacy practice. Additional research is needed to determine what implementation strategies can be used by community pharmacy leaders and practitioners to develop a positive implementation climate and innovation-values fit for medication management programs. |
topic |
Implementation climate Innovation-values fit Community pharmacy Medication management Organizational theory |
url |
http://link.springer.com/article/10.1186/s13012-018-0799-5 |
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doaj-63eaf547b49348c0a81618b5af9315a42020-11-25T02:03:06ZengBMCImplementation Science1748-59082018-07-0113111310.1186/s13012-018-0799-5Testing the organizational theory of innovation implementation effectiveness in a community pharmacy medication management program: a hurdle regression analysisKea Turner0Justin G. Trogdon1Morris Weinberger2Angela M. Stover3Stefanie Ferreri4Joel F. Farley5Neepa Ray6Michael Patti7Chelsea Renfro8Christopher M. Shea9Department of Health Policy and Management, Gillings School of Global Public Health, The University of North Carolina at Chapel HillDepartment of Health Policy and Management, Gillings School of Global Public Health, The University of North Carolina at Chapel HillDepartment of Health Policy and Management, Gillings School of Global Public Health, The University of North Carolina at Chapel HillDepartment of Health Policy and Management, Gillings School of Global Public Health, The University of North Carolina at Chapel HillDivision of Practice Advancement and Clinical Education, Eshelman School of Pharmacy, The University of North Carolina at Chapel HillDepartment of Pharmaceutical Care and Health Systems, College of Pharmacy, University of MinnesotaCenter for Medication Optimization through Practice and Policy, Eshelman School of Pharmacy, The University of North Carolina at Chapel HillDivision of Practice Advancement and Clinical Education, Eshelman School of Pharmacy, The University of North Carolina at Chapel HillDepartment of Clinical Pharmacy and Translational Science, University of Tennessee Health Science CenterDepartment of Health Policy and Management, Gillings School of Global Public Health, The University of North Carolina at Chapel HillAbstract Background Many state Medicaid programs are implementing pharmacist-led medication management programs to improve outcomes for high-risk beneficiaries. There are a limited number of studies examining implementation of these programs, making it difficult to assess why program outcomes might vary across organizations. To address this, we tested the applicability of the organizational theory of innovation implementation effectiveness to examine implementation of a community pharmacy Medicaid medication management program. Methods We used a hurdle regression model to examine whether organizational determinants, such as implementation climate and innovation-values fit, were associated with effective implementation. We defined effective implementation in two ways: implementation versus non-implementation and program reach (i.e., the proportion of the target population that received the intervention). Data sources included an implementation survey administered to participating community pharmacies and administrative data. Results The findings suggest that implementation climate is positively and significantly associated with implementation versus non-implementation (AME = 2.65, p < 0.001) and with program reach (AME = 5.05, p = 0.001). Similarly, the results suggest that innovation-values fit is positively and significantly associated with implementation (AME = 2.17, p = 0.037) and program reach (AME = 11.79, p < 0.001). Some structural characteristics, such as having a clinical pharmacist on staff, were significant predictors of implementation and program reach whereas other characteristics, such as pharmacy type or prescription volume, were not. Conclusions Our study supported the use of the organizational theory of innovation implementation effectiveness to identify organizational determinants that are associated with effective implementation (e.g., implementation climate and innovation-values fit). Unlike broader environmental factors or structural characteristics (e.g., pharmacy type), implementation climate and innovation-values fit are modifiable factors and can be targeted through intervention—a finding that is important for community pharmacy practice. Additional research is needed to determine what implementation strategies can be used by community pharmacy leaders and practitioners to develop a positive implementation climate and innovation-values fit for medication management programs.http://link.springer.com/article/10.1186/s13012-018-0799-5Implementation climateInnovation-values fitCommunity pharmacyMedication managementOrganizational theory |