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Stout M, Giavatto C, McDonald N, Bryant L, Ross C, Fitzpatrick C, Mourani J, Lopez-Medina AI. Impact of Risk Stratification in Patients With Diabetes Mellitus in a Health System Specialty Pharmacy Setting. J Pharm Pract 2024:8971900241257293. [PMID: 38809250 DOI: 10.1177/08971900241257293] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/30/2024]
Abstract
Background: Integrated pharmacist care into health systems results in significant A1c reduction and improved outcomes in patients with diabetes. However, little is known about the adoption of Health System Specialty Pharmacy (HSSP) chronic disease management (CDM) services within diabetes clinics. Risk stratification is proven to enhance care in various patient populations. Objective: The objective of this study is to describe how the implementation of risk stratification in the HSSP setting results in optimized patient outcomes in diabetes. Method: This is a retrospective descriptive study reporting the results of expanding the HSSP care model to implement risk stratified CDM services for patients with diabetes. A total of 285 patients were enrolled in the HSSP CDM pharmacy services and were stratified into high- or low-risk groups. Results: Eighty-eight patients were stratified as high-risk with an average baseline A1c of 11.47% and a most recent average of 8.84%. The remaining 285 patients were stratified into the low-risk group. Their average baseline A1c was 7.48% and the last recorded average A1c was 7.15%. Patients not enrolled in HSSP CDM services (N = 100) had a lower reduction in average A1c compared to patients enrolled in the program. Conclusion: Patients stratified into high- and low-risk groups had greater reductions in A1c compared to patients who did not use HSSP CDM services. These results showcase the success of risk stratification and demonstrate the impact HSSP has on patients needing CDM services and outlines a strategy to provide the greatest impact in a high-volume patient population.
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Tandan M, Dunlea S, Cullen W, Bury G. Teamwork and its impact on chronic disease clinical outcomes in primary care: a systematic review and meta-analysis. Public Health 2024; 229:88-115. [PMID: 38412699 DOI: 10.1016/j.puhe.2024.01.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 12/31/2023] [Accepted: 01/22/2024] [Indexed: 02/29/2024]
Abstract
OBJECTIVE Teamwork positively affects staff performance and patient outcomes in chronic disease management. However, there is limited research on the impact of specific team components on clinical outcomes. This review aims to explore the impact of teamwork components on key clinical outcomes of chronic diseases in primary care. STUDY DESIGN Systematic review and meta-analysis. METHODS This systematic review and meta-analysis conducted searching EMBASE, PubMed, Cochrane Central Register of Controlled Trials. Studies included must have at least one teamwork component, conducted in primary care for selected chronic diseases, and report an impact of teamwork on clinical outcomes. Mean differences and 95% confidence intervals were used to determine pooled effects of intervention. RESULTS A total of 54 studies from 1988 to 2021 were reviewed. Shared decision-making, roles sharing, and leadership were missing in most studies. Team-based intervention showed a reduction in mean systolic blood pressure (MD = 5.88, 95% CI 3.29-8.46, P= <0.001, I2 = 95%), diastolic blood pressure (MD = 3.23, 95% CI 1.53 to 4.92, P = <0.001, I2 = 94%), and HbA1C (MD = 0.38, 95% CI 0.21 to 0.54, P = <0.001, I2 = 58%). More team components led to better SBP and DBP outcomes, while individual team components have no impact on HbA1C. Fewer studies limit analysis of cholesterol levels, hospitalizations, emergency visits and chronic obstructive pulmonary disease-related outcomes. CONCLUSION Team-based interventions improve outcomes for chronic diseases, but more research is needed on managing cholesterol, hospitalizations, and chronic obstructive pulmonary disease. Studies with 4-5 team components were more effective in reducing systolic blood pressure and diastolic blood pressure. Heterogeneity should be considered, and additional research is needed to optimize interventions for specific patient populations.
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Affiliation(s)
- Meera Tandan
- School of Medicine, University College Dublin (UCD), Dublin, Ireland.
| | - Shane Dunlea
- School of Medicine, University College Dublin (UCD), Dublin, Ireland.
| | - Walter Cullen
- School of Medicine, University College Dublin (UCD), Dublin, Ireland.
| | - Gerard Bury
- School of Medicine, University College Dublin (UCD), Dublin, Ireland.
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Rakers M, van Hattem N, Plag S, Chavannes N, van Os HJA, Vos RC. Population health interventions for cardiometabolic diseases in primary care: a scoping review and RE-AIM evaluation of current practices. Front Med (Lausanne) 2024; 10:1275267. [PMID: 38239619 PMCID: PMC10794664 DOI: 10.3389/fmed.2023.1275267] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Accepted: 12/13/2023] [Indexed: 01/22/2024] Open
Abstract
Introduction Cardiometabolic diseases (CMD) are the leading cause of death in high-income countries and are largely attributable to modifiable risk factors. Population health management (PHM) can effectively identify patient subgroups at high risk of CMD and address missed opportunities for preventive disease management. Guided by the Reach, Efficacy, Adoption, Implementation and Maintenance (RE-AIM) framework, this scoping review of PHM interventions targeting patients in primary care at increased risk of CMD aims to describe the reported aspects for successful implementation. Methods A comprehensive search was conducted across 14 databases to identify papers published between 2000 and 2023, using Arksey and O'Malley's framework for conducting scoping reviews. The RE-AIM framework was used to assess the implementation, documentation, and the population health impact score of the PHM interventions. Results A total of 26 out of 1,100 studies were included, representing 21 unique PHM interventions. This review found insufficient reporting of most RE-AIM components. The RE-AIM evaluation showed that the included interventions could potentially reach a large audience and achieve their intended goals, but information on adoption and maintenance was often lacking. A population health impact score was calculated for six interventions ranging from 28 to 62%. Discussion This review showed the promise of PHM interventions that could reaching a substantial number of participants and reducing CMD risk factors. However, to better assess the generalizability and scalability of these interventions there is a need for an improved assessment of adoption, implementation processes, and sustainability.
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Affiliation(s)
- Margot Rakers
- Department of Public Health and Primary Care, Leiden University Medical Centre, Leiden, Netherlands
| | - Nicoline van Hattem
- Department of Public Health and Primary Care, Leiden University Medical Centre, Leiden, Netherlands
| | - Sabine Plag
- Health Campus the Hague, Leiden University Medical Center, The Hague, Netherlands
| | - Niels Chavannes
- Department of Public Health and Primary Care, Leiden University Medical Centre, Leiden, Netherlands
| | - Hendrikus J. A. van Os
- Department of Public Health and Primary Care, Leiden University Medical Centre, Leiden, Netherlands
| | - Rimke C. Vos
- Health Campus the Hague, Leiden University Medical Center, The Hague, Netherlands
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Longhini J, Canzan F, Mezzalira E, Saiani L, Ambrosi E. Organisational models in primary health care to manage chronic conditions: A scoping review. HEALTH & SOCIAL CARE IN THE COMMUNITY 2022; 30:e565-e588. [PMID: 34672051 DOI: 10.1111/hsc.13611] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2021] [Revised: 10/06/2021] [Accepted: 10/08/2021] [Indexed: 06/13/2023]
Abstract
Chronic diseases are increasing incessantly, and more efforts are needed in order to develop effective organisational models in primary health care, which may address the challenges posed by the consequent multimorbidity. The aim of this study was to assess and map methods, interventions and outcomes investigated over the last decade regarding the effectiveness of chronic care organisational models in primary care settings. We conducted a scoping review including systematic reviews, clinical trials, and observational studies, published from 2010 to 2020, that evaluated the effectiveness of organisational models for chronic conditions in primary care settings, including home care, community, and general practice. We included 67 international studies out of the 6,540 retrieved studies. The prevalent study design was the observational design (25 studies, 37.3%), and 62 studies (92.5%) were conducted on the adult population. Four main models emerged, called complex integrated care models. These included models grounded on the Chronic Care Model framework and similar, case or care management, and models centred on involvement of pharmacists or community health workers. Across the organisational models, self-management support and multidisciplinary teams were the most common components. Clinical outcomes have been investigated the most, while caregiver outcomes have been detected in the minority of cases. Almost one-third of the included studies reported only significant effects in the outcomes. No sufficient data were available to determine the most effective models of care. However, more complex models seem to lead to better outcomes. In conclusion, in the development of more comprehensive organisational models to manage chronic conditions in primary health care, more efforts are needed on the paediatric population, on the inclusion of caregiver outcomes in the effectiveness evaluation of organisational models and on the involvement of social community resources. As regarding the studies investigating organisational models, more detailed descriptions should be provided with regard to interventions, and the training, roles and responsibilities of health and lay figures in delivering care.
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Affiliation(s)
- Jessica Longhini
- Department of Biomedicine and Prevention, University of Rome "Tor Vergata", Rome, Italy
| | - Federica Canzan
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Elisabetta Mezzalira
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Luisa Saiani
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
| | - Elisa Ambrosi
- Department of Diagnostics and Public Health, University of Verona, Verona, Italy
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Torkos S, Burke JM, Zaiken K. Evaluation of Patient Factors Associated With Achieving Goal Hemoglobin A1c in Collaborative Drug Therapy Management Ambulatory Care Clinics by Clinical Pharmacists: A Retrospective Chart Review. J Pharm Technol 2021; 37:3-11. [PMID: 34752551 DOI: 10.1177/8755122520949449] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Background: Literature has shown the positive impact pharmacists have on diabetic outcome measures through collaborative drug therapy management (CDTM). There is minimal literature evaluating characteristics and clinical factors of patients who benefit from CDTM diabetes clinics by pharmacists. Objective: Identify patient characteristics and clinical factors that may be associated with patients who reach goal hemoglobin A1c (HbA1c) of <7% at discharge by pharmacists practicing under CDTM agreements. Methods: This retrospective chart review included patients referred to pharmacist CDTM clinics for type 2 diabetes with an HbA1c goal of <7%. Data were extracted from the electronic medical record at enrollment and discharge. Results: Of the 228 patients included, 84 achieved a goal HbA1c of <7%. Factors predictive of patient success were Asian ethnicity (odds ratio [OR] = 19.32), baseline HbA1c of 7% to 7.9% (OR = 2.34), enrolled in clinic for 5 to 6 months (OR = 2.06), in-person visit every 4 to <8 weeks (OR = 3.06), not on insulin initially or at discharge (OR = 1.79, OR = 2.02), or discharged on a glucagon-like peptide-1 receptor agonist (OR = 1.83). Factors predictive of not reaching goal were Black or African American ethnicity (OR = 0.42), <5 encounters of any type (OR = 0.44), an encounter of any type every 8 weeks or more (OR = 0.08), or discharged on a sodium-glucose cotransporter-2 inhibitor (OR = 0.27). Conclusion: Several clinical and demographic factors were identified that influenced a patient's ability to reach a goal HbA1c of <7%. The results of this study may be applied to further advance pharmacist-run clinics in optimizing diabetes care for patients.
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Family physician perceptions of barriers and enablers to integrating a co-located clinical pharmacist in a medical clinic: A qualitative study. J Am Pharm Assoc (2003) 2020; 60:1021-1028. [PMID: 32900606 DOI: 10.1016/j.japh.2020.08.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2020] [Revised: 08/04/2020] [Accepted: 08/10/2020] [Indexed: 11/22/2022]
Abstract
OBJECTIVE Pharmacists from The University of British Columbia Pharmacists Clinic provide comprehensive medication management services once to twice a month through the co-location model at multiple general practice clinics beginning from 2014 and consistently since 2016. For some of the clinics, this was the first experience with a co-located allied health professional. The objective of this study was to examine the perspectives of physicians who had a relatively long-standing relationship with a co-located pharmacist to identify barriers and facilitators to integrating a clinical pharmacist. METHODS A qualitative research methodology was used to gain the perspectives of physicians. Data were collected through convenience sampling and one-on-one semistructured interviews. In-person or telephone interviews were conducted from August 12, 2019, to September 10, 2019, and audio was recorded with the participants' consent. The recorded interviews were transcribed, and a thematic analysis with an inductive approach was used to analyze the data. RESULTS Eight physicians from 4 general practice clinics were interviewed. Analysis of the interviews identified 6 themes that contained barriers or enablers to the integration of a co-located pharmacist: (1) electronic medical record (EMR) use, (2) identifying patients and the referral process, (3) workload and logistics, (4) patients' willingness, (5) impact of in-person communication, and (6) shifting physicians' perspectives. The enablers included the use of an EMR to proactively identify patient referrals, a dedicated pharmacist workspace, a physician champion, and intentional scheduling of in-person physician-pharmacist case conferences. The barriers included identifying patients for referral, the lack of EMR interoperability, pharmacist availability, physician colleagues who were less committed to team-based care, and financial implications despite externally funded pharmacists. CONCLUSION The physician participants perceived several barriers and enablers to the integration of a pharmacist into their practice. The themes identified can be used to inform physicians and pharmacists on the integration process for team-based primary care.
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Sacro K, Smith M, Swedberg C, Lee YJ, Hunt M, Mulrooney M. PharmValCalc: A calculator tool to forecast population health pharmacist impact. Res Social Adm Pharm 2020; 16:1183-1191. [DOI: 10.1016/j.sapharm.2019.12.012] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2019] [Revised: 12/02/2019] [Accepted: 12/13/2019] [Indexed: 01/17/2023]
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Levis-Peralta M, González MDR, Stalmeijer R, Dolmans D, de Nooijer J. Organizational Conditions That Impact the Implementation of Effective Team-Based Models for the Treatment of Diabetes for Low Income Patients-A Scoping Review. Front Endocrinol (Lausanne) 2020; 11:352. [PMID: 32760344 PMCID: PMC7375199 DOI: 10.3389/fendo.2020.00352] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/16/2019] [Accepted: 05/05/2020] [Indexed: 11/13/2022] Open
Abstract
Background: Team-based care models (TBC) have demonstrated effectiveness to improve health outcomes for vulnerable diabetes patients but have proven difficult to implement in low income settings. Organizational conditions have been identified as influential on the implementation of TBC. This scoping review aims to answer the question: What is known from the scientific literature about how organizational conditions enable or inhibit TBC for diabetic patients in primary care settings, particularly settings that serve low-income patients? Methods: A scoping review study design was selected to identify key concepts and research gaps in the literature related to the impact of organizational conditions on TBC. Twenty-six articles were finally selected and included in this review. This scoping review was carried out following a directed content analysis approach. Results: While it is assumed that trained health professionals from diverse disciplines working in a common setting will sort it out and work as a team, co-location, and health professions education alone do not improve patient outcomes for diabetic patients. Health system, organization, and/or team level factors affect the way in which members of a care team, including patients and caregivers, collaborate to improve health outcomes. Organizational factors span across seven categories: governance and policies, structure and process, workplace culture, resources, team skills and knowledge, financial implications, and technology. These organizational factors are cited throughout the literature as important to TBC, however, research on the organizational conditions that enable and inhibit TBC for diabetic patients is extremely limited. Dispersed organizational factors are cited throughout the literature, but only one study specifically assesses the effect of organizational factors on TBC. Thematic analysis was used to categorize organizational factors in the literature about TBC and diabetes and a framework for analysis and definitions for key terms is presented. Conclusions: The review identified significant gaps in the literature relating to the study of organizational conditions that enable or inhibit TBC for low-income patients with diabetes. Efforts need to be carried out to establish unifying terminology and frameworks across the field to help explain the relationship between organizational conditions and TBC for diabetes. Gaps in the literature include research be based on organizational theories, research carried out in low-income settings and low and middle income countries, research explaining the difference between the organizational conditions that impact the implementation of TBC vs. maintaining or sustaining TBC and the interaction between organizational factors at the micro, meso and macro level and their impact on TBC. Few studies include information on patient outcomes, and fewer include information on low income settings. Further research is necessary on the impact of organizational conditions on TBC and diabetic patient outcomes.
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Affiliation(s)
| | | | - Renée Stalmeijer
- Department of Educational Development and Research, School of Health Professions Education, Maastricht University, Maastricht, Netherlands
| | - Diana Dolmans
- Department of Educational Development and Research, School of Health Professions Education, Maastricht University, Maastricht, Netherlands
| | - Jascha de Nooijer
- Department of Health Promotion, School of Health Professions Education, Maastricht University, Maastricht, Netherlands
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Impact of integrating pharmacists into primary care teams on health systems indicators: a systematic review. Br J Gen Pract 2019; 69:e665-e674. [PMID: 31455642 DOI: 10.3399/bjgp19x705461] [Citation(s) in RCA: 40] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/16/2019] [Accepted: 04/18/2019] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Evidence suggests that pharmacists integrated into primary care can improve patient outcomes and satisfaction, but their impact on healthcare systems is unclear. AIM To identify the key impacts of pharmacists' integration into primary care on health system indicators, such as healthcare utilisation and costs. DESIGN AND SETTING A systematic review of literature. METHOD Embase, MEDLINE, Scopus, the Health Management Information Consortium, CINAHL, and the Cochrane Central Register of Controlled Trials databases were examined, along with reference lists of relevant studies. Randomised controlled trials (RCTs) and observational studies published up until June 2018, which considered health system outcomes of the integration of pharmacists into primary care, were included. The Cochrane risk of bias quality assessment tool was used to assess risk of bias for RCTs; the National Institute of Health National Heart, Lung, and Blood Institute quality assessment tool was used for observational studies. Data were extracted from published reports and findings synthesised. RESULTS Searches identified 3058 studies, of which 28 met the inclusion criteria. Most included studies were of fair quality. Pharmacists in primary care resulted in reduced use of GP appointments and reduced emergency department (ED) attendance, but increased overall primary care use. There was no impact on hospitalisations, but some evidence of savings in overall health system and medication costs. CONCLUSION Integrating pharmacists into primary care may reduce GP workload and ED attendance. However, further higher quality studies are needed, including research to clarify the cost-effectiveness of the intervention and the long-term impact on health system outcomes.
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Bates KA, Stafford RA, Teeter BS, Diemer T, Thomas JL, Curran GM. Pharmacist-provided services and community pharmacist integration into a patient-centered medical home: A qualitative study of primary care clinic staff perceptions. J Am Pharm Assoc (2003) 2019; 59:S6-S11.e1. [PMID: 31101441 DOI: 10.1016/j.japh.2019.03.019] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2018] [Revised: 02/04/2019] [Accepted: 03/27/2019] [Indexed: 11/29/2022]
Abstract
OBJECTIVES To describe patient-centered medical home (PCMH) staff members' views toward community pharmacist involvement in patient care within the PCMH and to identify areas in which pharmacist-provided services can improve the quality of care in their clinics. DESIGN Qualitative semistructured interview study. SETTING One primary care clinic. PARTICIPANTS Multidisciplinary clinic staff members. OUTCOME MEASURES Views of staff toward implementing a community pharmacist into their clinic and top pharmacist services to help improve medication management within the clinic. RESULTS A total of 14 staff members of the clinic participated in the study. Participants included physicians, clinical staff members such as registered nurse assistants, licensed practical nurses, and medical assistants, and clinic management. Key themes included the following: the clinic was open to implementing pharmacy services; the providers would be very receptive to pharmacist recommendations; the clinic is willing to try different pharmacist integration models to see what works best within the workflow; the pharmacist must be readily available for consultation; the pharmacist should hold an introductory meeting with the clinic; opinions vary on the best timing of pharmacist appointments with patients; and ideas vary about the best location for pharmacist consultations. The top 5 pharmacist services mentioned by participants included chronic condition management, medication reconciliation training, Beers List education, diabetes education, and adherence counseling. CONCLUSION Primary care clinic staff support the integration of pharmacy services. Further research is needed to apply the results to other clinics and to identify barriers and opportunities in the implementation process.
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Chavez B, Kosirog E, Brunner JM. Impact of a Bilingual Pharmacy Diabetes Service in a Federally Qualified Health Center. Ann Pharmacother 2018; 52:1218-1223. [PMID: 29871511 DOI: 10.1177/1060028018781852] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Diabetes and its complications disproportionately affect Hispanic patients, many of whom receive care at federally qualified health centers (FQHCs) and prefer to receive care in a language other than English. There is little published data on clinical pharmacy diabetes services in this setting. OBJECTIVE This study aims to measure the impact of a Collaborative Drug Therapy Management-driven bilingual clinical pharmacy service on diabetes outcomes in an FQHC that primarily serves Hispanic patients, many of whom prefer to receive their care in Spanish. METHODS Patients were included if they had a diagnosis of diabetes and initial pharmacy visit between July 1, 2015, and March 31, 2016. Individual charts were analyzed for changes in hemoglobin A1C (A1C), changes in blood pressure (BP), number of visits, ethnicity, and primary language preference. Data for these patients were collected through September 30, 2016. RESULTS The median preintervention A1C was 10.5%; the median postintervention A1C was 9.1% (n = 211; P < 0.0001). Statistically significant BP reductions were also found in patients with uncontrolled hypertension at baseline. There were no statistically significant differences in A1C improvement based on ethnicity or language preference. Conclusion and Relevance: Patients with diabetes managed by Spanish-speaking clinical pharmacists had significant improvement in their A1C. Hispanic and non-Hispanic patients, as well as patients who preferred their care in Spanish, had similar improvements in A1C. Clinical pharmacists who speak Spanish may help reduce diabetes-related health disparities in this population. This collaborative care model could be replicated at other institutions to help underserved patients.
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Affiliation(s)
- Benjamin Chavez
- 1 University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, USA
| | - Emily Kosirog
- 1 University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, USA
| | - Jason M Brunner
- 1 University of Colorado Skaggs School of Pharmacy and Pharmaceutical Sciences, Aurora, CO, USA
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