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Lewinski AA, Jazowski SA, Goldstein KM, Whitney C, Bosworth HB, Zullig LL. Intensifying approaches to address clinical inertia among cardiovascular disease risk factors: A narrative review. PATIENT EDUCATION AND COUNSELING 2022; 105:3381-3388. [PMID: 36002348 PMCID: PMC9675717 DOI: 10.1016/j.pec.2022.08.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Revised: 08/01/2022] [Accepted: 08/09/2022] [Indexed: 06/15/2023]
Abstract
OBJECTIVE Clinical inertia, the absence of treatment initiation or intensification for patients not achieving evidence-based therapeutic goals, is a primary contributor to poor clinical outcomes. Effectively combating clinical inertia requires coordinated action on the part of multiple representatives including patients, clinicians, health systems, and the pharmaceutical industry. Despite intervention attempts by these representatives, barriers to overcoming clinical inertia in cardiovascular disease (CVD) risk factor control remain. METHODS We conducted a narrative literature review to identify individual-level and multifactorial interventions that have been successful in addressing clinical inertia. RESULTS Effective interventions included dynamic forms of patient and clinician education, monitoring of real-time patient data to facilitate shared decision-making, or a combination of these approaches. Based on findings, we describe three possible multi-level approaches to counter clinical inertia - a collaborative approach to clinician training, use of a population health manager, and use of electronic monitoring and reminder devices. CONCLUSION To reduce clinical inertia and achieve optimal CVD risk factor control, interventions should consider the role of multiple representatives, be feasible for implementation in healthcare systems, and be flexible for an individual patient's adherence needs. PRACTICE IMPLICATIONS Representatives (e.g., patients, clinicians, health systems, and the pharmaceutical industry) could consider approaches to identify and monitor non-adherence to address clinical inertia.
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Affiliation(s)
- Allison A Lewinski
- Center of Innovation to Accelerate Discovery and Practice Transformation, Durham Veterans Affairs Health Care System, Attn: HSR&D COIN (558/152), 508 Fulton Street, Durham, NC 27705, USA; Duke University School of Nursing, Box 3322 DUMC, Durham, NC 27710, USA.
| | - Shelley A Jazowski
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina, 170 Rosenau Hall, CB #7400, 135 Dauer Drive, Chapel Hill, NC 27599‑7400, USA; Department of Population Health Sciences, Duke University School of Medicine, 215 Morris St, Durham, NC 27701, USA; Department of Health Policy, Vanderbilt University School of Medicine, 2525 West End Ave, Suite 1200, Nashville, TN 37203, USA.
| | - Karen M Goldstein
- Center of Innovation to Accelerate Discovery and Practice Transformation, Durham Veterans Affairs Health Care System, Attn: HSR&D COIN (558/152), 508 Fulton Street, Durham, NC 27705, USA; Division of General Internal Medicine, Department of Medicine, Duke University School of Medicine, 200 Morris Street, Durham, NC 27701, USA.
| | - Colette Whitney
- Cascades East Family Medicine Residency, Oregon Health & Sciences University, 3181 S.W. Sam Jackson Park Road, Portland, OR 97239-3098, USA.
| | - Hayden B Bosworth
- Center of Innovation to Accelerate Discovery and Practice Transformation, Durham Veterans Affairs Health Care System, Attn: HSR&D COIN (558/152), 508 Fulton Street, Durham, NC 27705, USA; Duke University School of Nursing, Box 3322 DUMC, Durham, NC 27710, USA; Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina, 170 Rosenau Hall, CB #7400, 135 Dauer Drive, Chapel Hill, NC 27599‑7400, USA; Department of Population Health Sciences, Duke University School of Medicine, 215 Morris St, Durham, NC 27701, USA; Department of Psychiatry and Behavioral Sciences, Duke University School of Medicine, P.O. Box 102508, Durham, NC 27710, USA.
| | - Leah L Zullig
- Center of Innovation to Accelerate Discovery and Practice Transformation, Durham Veterans Affairs Health Care System, Attn: HSR&D COIN (558/152), 508 Fulton Street, Durham, NC 27705, USA; Department of Population Health Sciences, Duke University School of Medicine, 215 Morris St, Durham, NC 27701, USA.
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Vellanki P, Cardona S, Galindo RJ, Urrutia MA, Pasquel FJ, Davis GM, Fayfman M, Migdal A, Peng L, Umpierrez GE. Efficacy and Safety of Intensive Versus Nonintensive Supplemental Insulin With a Basal-Bolus Insulin Regimen in Hospitalized Patients With Type 2 Diabetes: A Randomized Clinical Study. Diabetes Care 2022; 45:2217-2223. [PMID: 35675498 PMCID: PMC9643128 DOI: 10.2337/dc21-1606] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2021] [Accepted: 04/26/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Administration of supplemental sliding scale insulin for correction of hyperglycemia in non-intensive care unit (ICU) patients with type 2 diabetes is frequently used with basal-bolus insulin regimens. In this noninferiority randomized controlled trial we tested whether glycemic control is similar with and without aggressive sliding scale insulin treatment before meals and bedtime in patients treated with basal-bolus insulin regimens. RESEARCH DESIGN AND METHODS Patients with type 2 diabetes with admission blood glucose (BG) 140-400 mg/dL treated with basal-bolus insulin were randomized to intensive (correction for BG >140 mg/dL, n = 108) or to nonintensive (correction for BG >260 mg/dL, n = 107) administration of rapid-acting sliding scale insulin before meals and bedtime. The groups received the same amount of sliding scale insulin for BG >260 mg/dL. Primary outcome was difference in mean daily BG levels between the groups during hospitalization. RESULTS Mean daily BG in the nonintensive group was noninferior to BG in the intensive group with equivalence margin of 18 mg/dL (intensive 172 ± 38 mg/dL vs. nonintensive 173 ± 43 mg/dL, P = 0.001 for noninferiority). There were no differences in the proportion of target BG readings of 70-180 mg/dL, <70 or <54 mg/dL (hypoglycemia), or >350 mg/dL (severe hyperglycemia) or total, basal, or prandial insulin doses. Significantly fewer subjects received sliding scale insulin in the nonintensive (n = 36 [34%]) compared with the intensive (n = 98 [91%] [P < 0.0001]) group with no differences in sliding scale insulin doses between the groups among those who received sliding scale insulin (intensive 7 ± 4 units/day vs. nonintensive 8 ± 4 units/day, P = 0.34). CONCLUSIONS Among non-ICU patients with type 2 diabetes on optimal basal-bolus insulin regimen with moderate hyperglycemia (BG <260 mg/dL), a less intensive sliding scale insulin treatment did not significantly affect glycemic control.
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Affiliation(s)
- Priyathama Vellanki
- Division of Endocrinology, Metabolism and Lipids, Emory University School of Medicine, Atlanta, GA
| | - Saumeth Cardona
- Division of Endocrinology, Metabolism and Lipids, Emory University School of Medicine, Atlanta, GA
| | - Rodolfo J. Galindo
- Division of Endocrinology, Metabolism and Lipids, Emory University School of Medicine, Atlanta, GA
| | - Maria A. Urrutia
- Division of Endocrinology, Metabolism and Lipids, Emory University School of Medicine, Atlanta, GA
| | - Francisco J. Pasquel
- Division of Endocrinology, Metabolism and Lipids, Emory University School of Medicine, Atlanta, GA
| | - Georgia M. Davis
- Division of Endocrinology, Metabolism and Lipids, Emory University School of Medicine, Atlanta, GA
| | - Maya Fayfman
- Division of Endocrinology, Metabolism and Lipids, Emory University School of Medicine, Atlanta, GA
| | - Alexandra Migdal
- Division of Endocrinology, Metabolism and Lipids, Emory University School of Medicine, Atlanta, GA
| | - Limin Peng
- Rollins School of Public Health, Emory University, Atlanta, GA
| | - Guillermo E. Umpierrez
- Division of Endocrinology, Metabolism and Lipids, Emory University School of Medicine, Atlanta, GA
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Suggested Canadian Standards for Perioperative/Periprocedure Glycemic Management in Patients With Type 1 and Type 2 Diabetes. Can J Diabetes 2021; 46:99-107.e5. [PMID: 34210609 DOI: 10.1016/j.jcjd.2021.04.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2020] [Revised: 03/25/2021] [Accepted: 04/26/2021] [Indexed: 01/02/2023]
Abstract
OBJECTIVES The goal of this quality initiative was to develop consensus standards for glycemic management of patients with diabetes who undergo surgical procedures in Canada. METHODS A modified Delphi method was used to gather broad stakeholder input and arrive at a consensus for perioperative/periprocedure diabetes management. RESULTS Glycemic management standards were developed for the following categories: Organization of Care; Preoperative Assessment; Immediate Preoperative and Intraoperative; Postanesthesia Care Unit or Recovery Room; Postoperative Period; and Transition to Outpatient Care. CONCLUSIONS It is anticipated these standards will serve as a basis to develop clinical tools to support the recommendations.
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Demidowich AP, Batty K, Love T, Sokolinsky S, Grubb L, Miller C, Raymond L, Nazarian J, Ahmed MS, Rotello L, Zilbermint M. Effects of a Dedicated Inpatient Diabetes Management Service on Glycemic Control in a Community Hospital Setting. J Diabetes Sci Technol 2021; 15:546-552. [PMID: 33615858 PMCID: PMC8120056 DOI: 10.1177/1932296821993198] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
BACKGROUND Community hospitals account for over 84% of all hospitals and over 94% of hospital admissions in the United States. In academic settings, implementation of an Inpatient Diabetes Management Service (IDMS) model of care has been shown to reduce rates of hyper- and hypoglycemia, hospital length of stay (LOS), and associated hospital costs. However, few studies to date have evaluated the implementation of a dedicated IDMS in a community hospital setting. METHODS This retrospective study examined the effects of changing the model of inpatient diabetes consultations from a local, private endocrine practice to a full-time endocrine hospitalist on glycemic control, LOS, and 30-day readmission rates in a 267-bed community hospital. RESULTS Overall diabetes patient days for the hospital were similar pre- and post-intervention (20,191 vs 20,262); however, the volume of patients seen by IDMS increased significantly after changing models. Rates of hyperglycemia decreased both among patients seen by IDMS (53.8% to 42.5%, P < .0001) and those not consulted on by IDMS (33.2% to 29.9%; P < .0001). When examined over time, rates of hypoglycemia steadily decreased in the 24 months after dedicated IDMS initiation (P = .02); no such time effect was seen prior to IDMS (P = .34). LOS and 30DRR were not significantly different between IDMS models. CONCLUSIONS Implementation of an endocrine hospitalist-based IDMS at a community hospital was associated with significantly decreased hyperglycemia, while avoiding concurrent increases in hypoglycemia. Further studies are needed to investigate whether these effects are associated with improvements in clinical outcomes, patient or staff satisfaction scores, or total cost of care.
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Affiliation(s)
- Andrew P. Demidowich
- Johns Hopkins Community Physicians
at Howard County General Hospital (HCGH), Division of Hospital Medicine,
Johns Hopkins Medicine, Columbia, MD, USA
- Division of Endocrinology,
Diabetes and Metabolism, Department of Medicine, Johns Hopkins School of
Medicine, Baltimore, MD, USA
- Andrew P. Demidowich, MD, Assistant
Professor of Medicine, Johns Hopkins Medicine, Howard County General
Hospital, 5755 Cedar Ln, Columbia, MD 21044, USA.
| | - Kristine Batty
- Johns Hopkins Community Physicians
at Howard County General Hospital (HCGH), Division of Hospital Medicine,
Johns Hopkins Medicine, Columbia, MD, USA
| | - Teresa Love
- Rehab Services, Diabetes
Management & The Center for Wound Healing, HCGH, Johns Hopkins Medicine,
Columbia, MD, USA
| | - Sam Sokolinsky
- JHHS Quality and Clinical
Analytics, Johns Hopkins Hospital, Johns Hopkins Medicine, Baltimore, MD,
USA
| | - Lisa Grubb
- Johns Hopkins Armstrong Institute
at HCGH, Johns Hopkins Medicine, Columbia, MD, USA
| | - Catherine Miller
- Division of Nursing – Critical
Care, HCGH, Johns Hopkins Medicine, Columbia, MD, USA
| | - Larry Raymond
- Rehab Services, Diabetes
Management & The Center for Wound Healing, HCGH, Johns Hopkins Medicine,
Columbia, MD, USA
| | - Jeanette Nazarian
- Johns Hopkins Community Physicians
at Howard County General Hospital (HCGH), Division of Hospital Medicine,
Johns Hopkins Medicine, Columbia, MD, USA
| | - M. Shafeeq Ahmed
- Johns Hopkins Armstrong Institute
at HCGH, Johns Hopkins Medicine, Columbia, MD, USA
| | - Leo Rotello
- Johns Hopkins Community Physicians
at Suburban Hospital, Division of Hospital Medicine, Johns Hopkins Medicine,
Bethesda, MD, USA
| | - Mihail Zilbermint
- Division of Endocrinology,
Diabetes and Metabolism, Department of Medicine, Johns Hopkins School of
Medicine, Baltimore, MD, USA
- Johns Hopkins Community Physicians
at Suburban Hospital, Division of Hospital Medicine, Johns Hopkins Medicine,
Bethesda, MD, USA
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Haque WZ, Demidowich AP, Sidhaye A, Golden SH, Zilbermint M. The Financial Impact of an Inpatient Diabetes Management Service. Curr Diab Rep 2021; 21:5. [PMID: 33449246 PMCID: PMC7810108 DOI: 10.1007/s11892-020-01374-0] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 12/18/2020] [Indexed: 01/08/2023]
Abstract
CONTEXT Diabetes is a leading metabolic disorder with a substantial cost burden, especially in inpatient settings. The complexity of inpatient glycemic management has led to the emergence of inpatient diabetes management service (IDMS), a multidisciplinary team approach to glycemic management. OBJECTIVE To review recent literature on the financial and clinical impact of IDMS in hospital settings. METHODS We searched PubMed using a combination of controlled vocabulary and keyword terms to describe the concept of IDMS and combined the search terms with a comparative effectiveness filter for costs and cost analysis developed by the National Library of Medicine. FINDINGS In addition to several improved clinical endpoints such as glycemic management outcomes, IDMS implementation is associated with hospital cost savings through decreased length of stay, preventing hospital readmissions, hypoglycemia reduction, and optimizing resource allocation. There are other downstream potential cost savings in long-term patient health outcomes and avoidance of litigation related to suboptimal glycemic management. CONCLUSION IDMS may play an important role in helping both academic and community hospitals to improve the quality of diabetes care and reduce costs. Clinicians and policymakers can utilize existing literature to build a compelling business case for IDMS to hospital administrations and state legislatures in the era of value-based healthcare.
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Affiliation(s)
- Waqas Zia Haque
- Johns Hopkins Bloomberg School of Public Health, 605 N Wolfe St, Baltimore, MD, 21287, USA
| | - Andrew Paul Demidowich
- Johns Hopkins Community Physicians at Howard County General Hospital, 5755 Cedar Lane, Columbia, MD, 21044, USA
- Division of Endocrinology, Diabetes, and Metabolism, Johns Hopkins University School of Medicine, 1830 East Monument Street, Suite 333, Baltimore, MD, 21287, USA
| | - Aniket Sidhaye
- Division of Endocrinology, Diabetes, and Metabolism, Johns Hopkins University School of Medicine, 1830 East Monument Street, Suite 333, Baltimore, MD, 21287, USA
| | - Sherita Hill Golden
- Division of Endocrinology, Diabetes, and Metabolism, Johns Hopkins University School of Medicine, 1830 East Monument Street, Suite 333, Baltimore, MD, 21287, USA
| | - Mihail Zilbermint
- Division of Endocrinology, Diabetes, and Metabolism, Johns Hopkins University School of Medicine, 1830 East Monument Street, Suite 333, Baltimore, MD, 21287, USA.
- Johns Hopkins Community Physicians at Suburban Hospital, Suburban Hospital, 8600 Old Georgetown Road, 6th Floor Endocrinology Office, Bethesda, MD, 20814, USA.
- Johns Hopkins Carey Business School, Baltimore, MD, 21202, USA.
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Ryder M, Jacob E, Hendricks J. An integrative review to identify evidence of nurse practitioner-led changes to health-care delivery and the outcomes of such changes. Int J Nurs Pract 2020; 26:e12901. [PMID: 33291184 DOI: 10.1111/ijn.12901] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Revised: 10/29/2020] [Accepted: 10/29/2020] [Indexed: 12/23/2022]
Abstract
AIMS This study aimed to identify evidence of nurse practitioner-led changes to health-care delivery and the outcomes of such changes. BACKGROUND Changing health-care delivery is synonymous with the nurse practitioner role. The literature is critical of the lack of research by nurse practitioners, reporting the effects of a change to health-care delivery. DESIGN This study used a systematic integrative review by using Torraco's approach. DATA SOURCES Databases Cumulative Index to Nursing and Allied Health Literature, MEDLINE, Web of Science and SCOPUS were searched for peer-reviewed publications from 2000 to 2019. REVIEW METHODS A systematic approach was used to screen and analyse the literature. Inclusion/exclusion criteria were applied, and quality appraisal was undertaken by two reviewers. RESULTS Eighteen articles were selected. The research projects were across the community and acute care settings. Research methodologies varied including preintervention and postintervention studies, evaluation of quality improvement projects, randomized controlled trial and descriptive studies. Multiple data collection tools were used. Two major themes were identified including evidence-based practice champions and improved patient outcomes. CONCLUSION The nurse practitioner role is pertinent toward improving evidence-based practice in clinical settings. Positive patient outcomes and praise for clinical leadership are evident in the literature. Research by nurse practitioners to date has focused on individual services.
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Affiliation(s)
- Mary Ryder
- School of Nursing, Midwifery and Health Systems, University College Dublin, Dublin, Ireland.,Department of Nursing, St. Vincent's University Hospital, Dublin, Ireland
| | - Elisabeth Jacob
- School of Nursing, Midwifery and Paramedicine, Australian Catholic University, Melbourne, Victoria, Australia.,School of Nursing and Midwifery, Edith Cowan University, Perth, WA, Australia
| | - Joyce Hendricks
- School of Nursing and Midwifery, Edith Cowan University, Perth, WA, Australia.,School of Nursing, Central Queensland University, Rockhampton, QLD, Australia
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Wrzal PK, Bunko A, Myageri V, Kukaswadia A, Neish CS, Ivers NM. Strategies to Overcome Therapeutic Inertia in Type 2 Diabetes Mellitus: A Scoping Review. Can J Diabetes 2020; 45:273-281.e13. [PMID: 33160883 DOI: 10.1016/j.jcjd.2020.08.109] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Revised: 08/31/2020] [Accepted: 08/31/2020] [Indexed: 12/17/2022]
Abstract
The objectives of this review were to: 1) examine recent strategies and component interventions used to overcome therapeutic inertia in type 2 diabetes mellitus (T2DM), 2) map strategies to the causes of therapeutic inertia they target and 3) identify causes of therapeutic inertia in T2DM that have not been targeted by recent strategies. A systematic search of the literature published from January 2014 to December 2019 was conducted to identify strategies targeting therapeutic inertia in T2DM, and key strategy characteristics were extracted and summarized. The search identified 46 articles, employing a total of 50 strategies aimed at overcoming therapeutic inertia. Strategies were composed of an average of 3.3 interventions (range, 1 to 10) aimed at an average of 3.6 causes (range, 1 to 9); most (78%) included a type of educational strategy. Most strategies targeted causes of inertia at the patient (38%) or health-care professional (26%) levels only and 8% targeted health-care-system-level causes, whereas 28% targeted causes at multiple levels. No strategies focused on patients' attitudes toward disease or lack of trust in health-care professionals; none addressed health-care professionals' concerns over costs or lack of information on side effects/fear of causing harm, or the lack of a health-care-system-level disease registry. Strategies to overcome therapeutic inertia in T2DM commonly employed multiple interventions, but novel strategies with interventions that simultaneously target multiple levels warrant further study. Although educational interventions are commonly used to address therapeutic inertia, future strategies may benefit from addressing a wider range of determinants of behaviour change to overcome therapeutic inertia.
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Affiliation(s)
- Paulina K Wrzal
- Medical Affairs, Novo Nordisk Canada, Inc, Mississauga, Ontario, Canada.
| | - Andrean Bunko
- Real World Solutions, IQVIA, Mississauga, Ontario, Canada
| | - Varun Myageri
- Real World Solutions, IQVIA, Mississauga, Ontario, Canada
| | | | - Calum S Neish
- Real World Solutions, IQVIA, Mississauga, Ontario, Canada
| | - Noah M Ivers
- Department of Family Medicine, Women's College Hospital and University of Toronto, Toronto, Ontario, Canada
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Abstract
PURPOSE OF REVIEW Diabetes affects about a third of all hospitalized patients and up to 50% of inpatients go on to experience hyperglycemia. Despite strong evidence supporting the importance of adequate glycemic control, as well detailed guidelines from major national organizations, many patients continue to have hypo- and hyperglycemia during their hospital stay. While this may be partially related to provider and patient-specific factors, system-based barriers continue to pose a major obstacle. Therefore, there is a need to go beyond merely discussing specific insulin protocols and provide guidance for effective models of care in the acute glycemic management of hospitalized patients. RECENT FINDINGS To date, there is limited data evaluating the various models of care for inpatient diabetes management in terms of efficacy or cost, and there is no summary on this topic guiding physicians and hospital administrators. In this paper, four common models of inpatient diabetes care will be presented including those models led by the following: an endocrinologist(s), mid-level provider(s), pharmacist(s), and a virtual glucose management team. The authors will outline the intrinsic benefits as well as limitations of each model of care as well as cite supporting evidence, when available. Discussion pertaining to how a given model of care shapes and formulates a particular organization's structured glucose management program (GMP) will be examined. Furthermore, the authors describe how the model of care chosen by an institution serves as the foundation for the creation of a GMP. Finally, the authors examine the critical factors needed for GMP success within an institution and outline the nature of hospital administrative support and accompanying reporting structure, the function of a multidisciplinary diabetes steering committee, and the role of the medical director.
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Affiliation(s)
- Andjela T Drincic
- Department of Internal Medicine: Diabetes, Endocrinology and Metabolism, University of Nebraska Medical Center, 984120 Nebraska Medical Center, Omaha, NE, 68198-4120, USA.
| | - Padmaja Akkireddy
- Department of Internal Medicine: Diabetes, Endocrinology and Metabolism, University of Nebraska Medical Center, 984120 Nebraska Medical Center, Omaha, NE, 68198-4120, USA
| | - Jon T Knezevich
- Department of Pharmaceutical and Nutrition Care, University of Nebraska Medical Center, 984120 Nebraska Medical Center, Omaha, NE, 68198-4120, USA
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Basal-bolus insulin therapy in postoperative inpatients with diabetes mellitus: directions for future quality-improvement initiatives. Future Sci OA 2017; 4:FSO256. [PMID: 29255628 PMCID: PMC5729596 DOI: 10.4155/fsoa-2017-0099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2017] [Accepted: 09/22/2017] [Indexed: 11/17/2022] Open
Abstract
Aim To determine variables associated with hyperglycemia and insulin therapy in postoperative inpatients with diabetes mellitus following a quality-improvement initiative. Materials & methods Patients with diabetes mellitus following an elective surgical procedure (n = 782; 877 surgical procedures) were selected. Results Age, hemoglobin A1c corticosteroids, insulin therapy and year of surgery were associated (p < 0.01) with hyperglycemia. Hemoglobin A1c, hyperglycemia, case mix index and corticosteroids were associated (p ≤ 0.03) with insulin therapy. Hyperglycemia and use of insulin varied by surgical specialty. Conclusion Data could be used to modify current treatment algorithms. Variations in hyperglycemia and insulin use by surgical specialty require further investigation.
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Abstract
PURPOSE OF REVIEW Glucometrics is the systematic analysis of inpatient glucose data and is of key interest as hospitals strive to improve inpatient glycemic control. Insulinometrics is the systematic analysis and reporting of inpatient insulin therapy. This paper reviews some of the questions to be resolved before a national benchmarking process can be developed that will allow institutions to track and compare inpatient glucose control performance against established guidelines. RECENT FINDINGS There remains a lack of standardization on how glucometircs should be measured and reported. Before hospitals can commit resources to compiling and extracting data, consensus must be reached on such questions as which measures to report, definitions of glycemic targets, and how data should be obtained. Examples are provided on how insulin administration can be measured and reported. Hospitals should begin assessment of glucometrics and insulinometrics. However, consensus and standardization must first occur to allow for a national benchmarking process.
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Affiliation(s)
- Bithika M Thompson
- Division of Endocrinology, Mayo Clinic, 13400 E Shea Blvd, Scottsdale, AZ, 85259, USA.
| | - Curtiss B Cook
- Division of Endocrinology, Mayo Clinic, 13400 E Shea Blvd, Scottsdale, AZ, 85259, USA
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Rushakoff RJ, Rushakoff JA, Kornberg Z, MacMaster HW, Shah AD. Remote Monitoring and Consultation of Inpatient Populations with Diabetes. Curr Diab Rep 2017; 17:70. [PMID: 28726156 DOI: 10.1007/s11892-017-0896-x] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
PURPOSE OF REVIEW Inpatient hyperglycemia is common and is linked to increased morbidity and mortality. We review current and innovative ways diabetes specialists consult in the management of inpatient diabetes. RECENT FINDINGS With electronic medical records (EMRs), remote monitoring and intervention may improve the management of inpatient hyperglycemia. Automated reports allow monitoring of glucose levels and allow diabetes teams to intervene through formal or remote consultation. Following a 2-year transition of our complex paper-based insulin order sets to be EMR based, we leveraged this change by developing new daily glycemic reports and a virtual glucose management service (vGMS). Based on a daily report identifying patients with two or more glucoses over 225 mg/dl and/or a glucose <70 mg/dl in the past 24 h, a vGMS note with management recommendations was placed in the chart. Following the introduction of the vGMS, the proportion of hyperglycemic patients decreased 39% from a baseline of 6.5 per 100 patient-days to 4.0 per 100 patient-days The hypoglycemia proportion decreased by 36%. Ninety-nine percent of surveyed medical and surgical residents said the vGMS was both important and helpful.
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Affiliation(s)
- Robert J Rushakoff
- Division of Endocrinology and Metabolism, University of California, San Francisco, 2200 Post St., Suite C-430, San Francisco, CA, 94115, USA.
| | - Joshua A Rushakoff
- School of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Zachary Kornberg
- School of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | | | - Arti D Shah
- Division of Endocrinology and Metabolism, University of California, San Francisco, San Francisco, CA, USA
- Division of Endocrinology and Metabolism, University of California, Los Angeles, Los Angeles, CA, USA
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Cook CB, Apsey HA, Habermann EB, Glasgow AE, Castro JC, Schlinkert RT. UPDATE ON A QUALITY INITIATIVE TO OVERCOME CLINICAL INERTIA IN THE POSTOPERATIVE CARE OF INPATIENTS WITH DIABETES MELLITUS. Endocr Pract 2017; 23:498-500. [PMID: 28095039 DOI: 10.4158/ep161621.co] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
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13
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Identifying Gaps in Inpatient Care of Patients with Diabetes Mellitus: Where Do We Go From Here? Jt Comm J Qual Patient Saf 2017; 43:16-17. [DOI: 10.1016/j.jcjq.2016.10.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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14
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Relationship between the timing of preoperative medical visits and day-of-surgery glucose in poorly controlled diabetes. Future Sci OA 2016; 2:FSO123. [PMID: 28031970 PMCID: PMC5137843 DOI: 10.4155/fsoa-2016-0009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Accepted: 04/15/2016] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND This study evaluated referral patterns for preoperative evaluations of patients with poorly controlled diabetes mellitus (DM) and determined whether intervals between evaluations and surgery day were associated with preoperative glucose levels. RESULTS/METHODOLOGY In this retrospective analysis of DM patients with a hemoglobin A1c level greater than 8.0%, of the 163 patients who underwent preoperative medical evaluation, only 45% were evaluated by endocrinology. Patients who had surgery earlier than 10 days after the preoperative medical evaluation had preoperative glucose levels 18% higher than those of patients who waited more than 10 days. Preoperative outpatient contact with endocrinology was not associated with preoperative glucose level (p = 0.90). CONCLUSION For poorly controlled DM, more than 10 days are needed to achieve preoperative glycemic control.
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Hyperglycemia during the immediate period following liver transplantation. Future Sci OA 2016; 2:FSO97. [PMID: 28031946 PMCID: PMC5138006 DOI: 10.4155/fsoa-2015-0010] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2015] [Accepted: 01/04/2016] [Indexed: 01/14/2023] Open
Abstract
Aim: High blood glucose levels in the hospital are common among transplant recipients. Methods: Retrospective analysis, stratified by diagnosis of pretransplant diabetes mellitus (DM). Results: Of 346 patients, 96 had pretransplant DM (insulin, n = 60; no insulin, n = 36) and 250 did not. Patients with pretransplant DM had higher inpatient mean glucose levels and more hyperglycemia and hypoglycemia (all p < 0.01). For patients without pretransplant DM, the need for insulin at discharge increased 23% for every 5-year age increase (odds ratio: 1.23; 95% CI: 1.06–1.44; p = 0.007) and 51% for every five units of glucose measurements >180 mg/dl (OR: 1.51; 95% CI: 1.23–1.95; p < 0.01). Conclusion: Inpatient hyperglycemia was common in liver transplant recipients. Hospital practitioners must anticipate the need to teach self-management skills to liver transplant recipients. Lay abstract: High blood glucose levels (also known as hyperglycemia) in the hospital are common among patients who have received a transplant. The authors conducted a study to determine how often high blood glucose values occurred in patients who received a liver transplant and found that values were highest in people who had diabetes before the transplant. However, even patients who did not have a history of diabetes had hyperglycemia and needed insulin treatment. Providers caring for these patients in the hospital must be prepared to provide education in diabetes self-management skills to virtually all patients undergoing a liver transplant.
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Thompson BM, Stearns JD, Apsey HA, Schlinkert RT, Cook CB. Perioperative Management of Patients with Diabetes and Hyperglycemia Undergoing Elective Surgery. Curr Diab Rep 2016; 16:2. [PMID: 26699765 DOI: 10.1007/s11892-015-0700-8] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Diabetes mellitus (DM) and hyperglycemia are associated with increased surgical morbidity and mortality. Hyperglycemia is a determinant of risk of surgical complications and should be addressed across the continuum of surgical care. While data support the need to address hyperglycemia in patients with DM in the ambulatory setting prior to surgery and in the inpatient setting, data are less certain about hyperglycemia occurring during the perioperative period-that part of the process occurring on the day of surgery itself. The definition of "perioperative" varies in the literature. This paper proposes a standardized definition for the perioperative period as spanning the time of patient admission to the preoperative area through discharge from the recovery area. Available information about the impact of perioperative hyperglycemia on surgical outcomes within the framework of that definition is summarized, and the authors' approach to standardizing perioperative care for patients with DM is outlined, including the special case of patients receiving insulin pump therapy. The discussion is limited to adult ambulatory non-obstetric patients undergoing elective surgical procedures under general anesthesia.
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Affiliation(s)
- Bithika M Thompson
- Division of Endocrinology, Mayo Clinic, 13400 E Shea Blvd, Scottsdale, AZ, 85259, USA.
| | - Joshua D Stearns
- Department of Anesthesiology, Mayo Clinic Hospital, Phoenix, AZ, USA
| | - Heidi A Apsey
- Division of General Surgery, Mayo Clinic Hospital, Phoenix, AZ, USA
| | | | - Curtiss B Cook
- Division of Endocrinology, Mayo Clinic, 13400 E Shea Blvd, Scottsdale, AZ, 85259, USA
- Division of Preventative, Occupational and Aerospace Medicine, Mayo Clinic, Scottsdale, AZ, USA
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Mackey PA, Thompson BM, Boyle ME, Apsey HA, Seifert KM, Schlinkert RT, Stearns JD, Cook CB. Update on a Quality Initiative to Standardize Perioperative Care for Continuous Subcutaneous Insulin Infusion Therapy. J Diabetes Sci Technol 2015; 9:1299-306. [PMID: 26092687 PMCID: PMC4667318 DOI: 10.1177/1932296815592027] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
OBJECTIVE The objective of the analysis was to review the effectiveness of a care process model (CPM) developed to guide management of patients on insulin pump therapy undergoing elective surgical procedures. METHODS Electronic medical records were reviewed to assess the impact of the CPM on documentation of insulin pump status, glucose monitoring, and safety during the perioperative phase of care. Post-CPM care was compared with management provided before CPM implementation. RESULTS We reviewed 45 cases on insulin pump therapy in the pre-CPM cohort and 106 in the post-CPM cohort. Demographic characteristics, categories of surgery, and perioperative times were not significantly different between the 2 groups. Recommended hemoglobin A1c monitoring occurred in 73% of cases in the pre-CPM cohort but improved to 94% in the post-CPM group (P < .01). There was a higher frequency of documentation of the insulin pump during the preoperative, intraoperative, and postanesthesia care unit segments of care in the post- vs pre-CPM periods (all P < .01). The number of cases with intraoperative glucose monitoring increased (57% pre-CPM vs 81% post-CPM; P < .01). Glycemic control was comparable between the 2 CPM periods. Hypoglycemia was rare, with only 3 episodes in the pre-CPM group and 4 in the post-CPM. No adverse events associated with perioperative insulin pump use were observed. CONCLUSIONS This analysis adds to previous data on use of insulin pump therapy during the perioperative period. Some processes require additional attention, but data continue to indicate that a standardized approach to care can lead to a successful and safe transition of insulin pump therapy throughout the perioperative period.
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Affiliation(s)
| | | | - Mary E Boyle
- Division of Endocrinology, Mayo Clinic, Scottsdale, AZ, USA
| | - Heidi A Apsey
- Division of General Surgery, Mayo Clinic Hospital, Phoenix, AZ, USA
| | - Karen M Seifert
- Division of Endocrinology, UC Davis Medical Center, Sacramento, CA, USA
| | | | - Joshua D Stearns
- Department of Anesthesiology, Mayo Clinic Hospital, Phoenix, AZ, USA
| | - Curtiss B Cook
- Division of Endocrinology, Mayo Clinic, Scottsdale, AZ, USA
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Kanikkannan S, Sukul V. The Role of Laboratory Evaluation in the Management of Hospital-Based DM: “When Did HbA1C Become an Inpatient Test?”. CURRENT EMERGENCY AND HOSPITAL MEDICINE REPORTS 2015. [DOI: 10.1007/s40138-015-0066-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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Shah M, Apsey HA, Stearns JD, Schlinkert RT, Seifert KM, Cook CB. Guidelines to improve perioperative management of diabetes mellitus: an example of a successful quality initiative. ACTA ACUST UNITED AC 2014. [DOI: 10.2217/dmt.14.26] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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