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1.
J Wound Ostomy Continence Nurs ; 51(2): 138-145, 2024.
Article in English | MEDLINE | ID: mdl-38527324

ABSTRACT

PURPOSE: The purpose of this study was to examine the prevalence of urinary (UI), fecal (FI), and dual incontinence (DI) in older adults and their association with urinary tract infections, dermatitis, slips and falls, and behavioral disturbances based on Medicare fee-for-service (FFS) claims data. DESIGN: Retrospective analysis. SUBJECTS AND SETTINGS: Data from administrative claims from the CMS Medicare Limited Data Set (5% sample) for all months in 2018 were reviewed. The analysis was limited to FFS Medicare beneficiaries, with minimum of 3-month enrollment in Parts A and B who were at least 65 years old. This cohort included 1.2 million beneficiaries in the United States. METHODS: We used diagnosis codes to identify members with incontinence and grouped these members into 3 categories (UI only, FI only, and DI). We also divided claims based on 4 sites of care (nursing home, skilled nursing facility, home health, and self- or family care). We then determined the prevalence of (1) urinary tract infections (UTIs), (2) dermatitis, (3) slips and falls, and (4) behavioral disturbances for each type of incontinence. RESULTS: We found that 11.2% of Medicare members had a claims-based diagnosis of incontinence in 2018. On average, those diagnosed with incontinence experienced 5 times more UTIs, 2 times as many dermatitis events, more than twice as many slips and falls, and 2.8 times more behavior disturbances compared to those without an incontinence diagnosis. For those with DI, the prevalence of the 4 outcomes was significantly higher (between 22% and 185%) compared to those with UI only. CONCLUSIONS: Findings show that Medicare beneficiaries diagnosed as incontinent experience a much higher prevalence of UTIs, dermatitis, slips and falls, and behavioral disturbances compared to those without a diagnosis of incontinence. Our results suggest that incontinence may be an important indicator diagnosis for multiple other conditions and, if not well-managed, may challenge the desire for those who are incontinent to age at home.


Subject(s)
Dermatitis , Urinary Incontinence , Urinary Tract Infections , Humans , Aged , United States/epidemiology , Retrospective Studies , Medicare , Prevalence , Accidental Falls , Urinary Incontinence/complications , Urinary Incontinence/epidemiology , Urinary Tract Infections/complications , Urinary Tract Infections/epidemiology , Dermatitis/epidemiology , Dermatitis/etiology
2.
Popul Health Manag ; 24(6): 722-726, 2021 12.
Article in English | MEDLINE | ID: mdl-33848438

ABSTRACT

Although the Centers for Medicare & Medicaid Services has focused on Medicare hospital readmissions for select diagnoses through the Hospital Readmissions Reduction program, there is no similar initiative for employers, who account for the majority of the 48% of private health care spending in the United States. Readmissions are costly and it is estimated that as many as half of these may be preventable. This study analyzes a national claims database to understand post-discharge transitions and their cost in the working population. Within an employer-sponsored, commercially-insured population, this study found that 4% of members are hospitalized annually and drive 37% of population health care cost. Of these members, 17% undergo additional admissions in the year following discharge and drive approximately 67% of the cost of the admitted population. This study found that the post-discharge site of care transitions has significant implications for the cumulative cost of care. More than a third of patients discharged home will transition to higher cost settings over the course of a year. Mental health and substance abuse diagnoses add significantly to admission/readmission rates and costs. Prior research indicates that post-discharge interventions that activate and engage patients in self-management are beneficial in mitigating overall cost and readmissions.


Subject(s)
Patient Discharge , Patient Readmission , Aftercare , Aged , Humans , Inpatients , Medicare , Patient Transfer , Retrospective Studies , United States
3.
Cancer Treat Res ; 171: 1-20, 2019.
Article in English | MEDLINE | ID: mdl-30552653

ABSTRACT

Cancer care drug costs are rising due to a variety of factors, and safety concerns account for some of the cost. At the same time, clinical and economic concerns drive drug safety improvements. This chapter examines pressures on drug costs due to the complexity of care and drug therapies, marked structure in which care is provided, and regulatory requirements driving safety.


Subject(s)
Drug Costs , Neoplasms/drug therapy , Humans , Neoplasms/economics , Treatment Outcome
5.
Popul Health Manag ; 20(4): 318-328, 2017 08.
Article in English | MEDLINE | ID: mdl-28112578

ABSTRACT

The cost of cancer drugs has increased concurrently with drug safety resulting in both increased survivorship and increased out-of-pocket costs and co-payments for patients. This article evaluates the interplay between patient safety and cancer drug costs to determine how cancer drug costs affect patient safety and well-being. A literature review was performed that identified the main drivers of drug safety costs: drug-drug interactions, adverse drug events, medication errors, and nonadherence. Three main types of costs were identified: out-of-pocket spending, drug cost growth, and safety-related costs. Insured patients receiving chemotherapy pay an average of $10,000/month on out-of-pocket expenses. Annual drug cost growth has been as much as 21% in recent years. Over a span of 13 years, 1999-2013, insurance premiums and out-of-pocket payments have increased by 182% and 200%, respectively. Safety-related concerns include the high cost of developing a new drug, estimated at $5 billion. The cost of development is reflected in the cost of the 12 new cancer drugs that received Food and Drug Administration approval in 2012; 11 were priced at 6 figures. Although advances in pharmaceutical technology and research have yielded effective cancer therapies that reduce physical or treatment-related toxicity, patients have had to face worsening financial uncertainty both during and after treatment. Actions are needed to achieve financial safety, as well as therapeutic and clinical safety, for cancer patients.


Subject(s)
Drug Costs , Neoplasms , Patient Safety , Adolescent , Adult , Aged , Antineoplastic Agents/adverse effects , Antineoplastic Agents/therapeutic use , Drug-Related Side Effects and Adverse Reactions , Female , Humans , Male , Medication Adherence , Middle Aged , Neoplasms/drug therapy , Neoplasms/economics , Young Adult
6.
Popul Health Manag ; 18(3): 192-202, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25290443

ABSTRACT

Hypertension is a prevalent chronic disease that requires ongoing management and self-care. The disease affects 31% of American adults and contributed to or caused the deaths of 348,000 Americans in 2008, fewer than 50% of whom effectively self-managed the disease. However, self-management is complex, with patients requiring ongoing support and easy access to care. Telehealth may help foster the knowledge and skills necessary for those with hypertension to engage in successful self-management. This paper considers the applicability, efficacy, associated risks, and cost-effectiveness of telehealth for individuals and populations with hypertension. Telehealth is a broad term, encompassing telemedicine and mobile health that is used for physician-patient interactions, diagnostics, care delivery, education, information sharing, monitoring, and reminders. Telemedicine may have considerable utility for people diagnosed with hypertension who have poor access or social barriers that constrain access, but potential risks exist. Telehealth technology is evolving rapidly, even in the absence of fully proven cost-effectiveness and efficacy. Considering the cost of inpatient and emergency department care for patients with hypertension, telehealth is a highly attractive alternative, but there are risks to consider. Incorporating telehealth, which is increasingly characterized by mobile health, can increase both the capacity of health care providers and the reach of patient support, clinical management, and self-care. Telehealth studies need improvement; long-term outcome data on cardiovascular events must be obtained, and robust risk analyses and economic studies are needed to prospectively evaluate the safety and cost savings for hypertension self-management.


Subject(s)
Hypertension/therapy , Outcome Assessment, Health Care , Self Care , Telemedicine , Aged , Health Behavior , Health Care Costs , Humans , Risk Assessment , Telemedicine/economics
7.
J Oncol Pract ; 11(1): e59-65, 2015 01.
Article in English | MEDLINE | ID: mdl-25466707

ABSTRACT

PURPOSE: Approximately 18,500 persons are diagnosed with malignant glioma in the United States annually. Few studies have investigated the comprehensive economic costs. We reviewed the literature to examine costs to patients with malignant glioma and their families, payers, and society. METHODS: A total of 18 fully extracted studies were included. Data were collected on direct and indirect costs, and cost estimates were converted to US dollars using the conversion rate calculated from the study's publication date, and updated to 2011 values after adjustment for inflation. A standardized data abstraction form was used. Data were extracted by one reviewer and checked by another. RESULTS: Before approval of effective chemotherapeutic agents for malignant gliomas, estimated total direct medical costs in the United States for surgery and radiation therapy per patient ranged from $50,600 to $92,700. The addition of temozolomide (TMZ) and bevacizumab to glioblastoma treatment regimens has resulted in increased overall costs for glioma care. Although health care costs are now less front-loaded, they have increased over the course of illness. Analysis using a willingness-to-pay threshold of $50,000 per quality-adjusted life-year suggests that the benefits of TMZ fall on the edge of acceptable therapies. Furthermore, indirect medical costs, such as productivity losses, are not trivial. CONCLUSION: With increased chemotherapy use for malignant glioma, the paradigm for treatment and associated out-of-pocket and total medical costs continue to evolve. Larger out-of-pocket costs may influence the choice of chemotherapeutic agents, the economic implications of which should be evaluated prospectively.


Subject(s)
Brain Neoplasms/economics , Glioma/economics , Brain Neoplasms/therapy , Canada , Cost of Illness , Costs and Cost Analysis , Dacarbazine/analogs & derivatives , Dacarbazine/economics , Dacarbazine/therapeutic use , Drug Therapy/economics , Europe , Glioma/therapy , Humans , Radiotherapy/economics , Temozolomide , United States
8.
J Health Care Poor Underserved ; 25(4): 1853-97, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25418248

ABSTRACT

Nearly 26 million people diagnosed with diabetes mellitus in the U.S. must actively engage in self-management of the disease. Telehealth is a population-based approach with the potential to optimize resources and increase access to diabetes self-management education/training (DSME/T). We conducted a systematic literature review on diabetes education and telehealth (2009­April 2014) to determine whether remote DSME/T sufficiently improves behavioral, clinical, and economic outcomes and access. Twenty-five out of 213 identified systematic literature reviews or meta-analyses (two on mobile health were identified via a Google search) met our criteria and were fully reviewed; 22 additional studies and reports of diabetes-related technologies and interventions were also identified. Telemedicine has the potential to offer great utility, but guidelines for high research standards must be introduced, adopted, and proactively refined to determine the strengths of this technology for DSME/T, behavioral change, cost-effective care, and improved access in chronic disease self-management.


Subject(s)
Diabetes Mellitus/therapy , Self Care/methods , Telemedicine/methods , Cost-Benefit Analysis , Diabetes Mellitus/economics , Humans , Self Care/economics , United States
9.
J Am Pharm Assoc (2003) ; 54(5): 493-501, 2014.
Article in English | MEDLINE | ID: mdl-25216879

ABSTRACT

OBJECTIVE: To determine if patients using human immunodeficiency virus (HIV)-specialized pharmacies have greater adherence to drugs used to treat comorbid conditions and HIV compared with patients who use traditional pharmacies. DESIGN: Retrospective cohort study, with patients' propensity matched based on pharmacy use: HIV-specialized versus traditional. SETTING: Nationwide pharmacy chain. PARTICIPANTS: Adult patients who filled at least two prescriptions for an antiretroviral therapy (ART). Patients also needed to have at least two prescriptions for an angiotensin-converting enzyme (ACE) inhibitor/angiotensin receptor blocker (ARB) or a statin for analyses examining comorbid conditions. MAIN OUTCOME MEASURE: Proportion of days covered (PDC). RESULTS: The adherence analyses for ART, ACE inhibitors/ARBs, and statins included 14,278, 1,484, and 1,372 pairs, respectively. The mean PDC for ART patients using HIV-specialized pharmacies was higher than that for patients using traditional pharmacies (86.20% vs. 81.87%; P <0.0001). Patients taking ACE inhibitors/ARBs in the specialized group also had a higher mean PDC compared with patients in the traditional group (82.61 vs. 79.66; P = 0.0002), as did specialized pharmacy users in the statin group (83.77 vs. 81.29; P = 0.0009). CONCLUSION: HIV patients managed by an HIV-specialized pharmacy have significantly higher adherence to medication for comorbid conditions compared with patients using traditional pharmacies. Patients of HIV-specialized pharmacies also have significantly higher adherence to ART compared with peers using traditional pharmacies.


Subject(s)
Anti-HIV Agents/administration & dosage , Community Pharmacy Services/organization & administration , HIV Infections/drug therapy , Medication Adherence , Adult , Angiotensin Receptor Antagonists/administration & dosage , Angiotensin Receptor Antagonists/therapeutic use , Angiotensin-Converting Enzyme Inhibitors/administration & dosage , Angiotensin-Converting Enzyme Inhibitors/therapeutic use , Anti-HIV Agents/therapeutic use , Cohort Studies , Female , HIV Infections/complications , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/administration & dosage , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Male , Middle Aged , Retrospective Studies , Specialization
10.
Diabetes Care ; 36(11): 3843-9, 2013 Nov.
Article in English | MEDLINE | ID: mdl-24159181

ABSTRACT

The cost of diabetes, driven primarily by the cost of preventable diabetes complications, will continue to increase with the epidemic rise in its prevalence in the U.S. The Diabetes Working Group (DWG), a consortium of professional organizations and individuals, was created to examine the barriers to better diabetes care and to recommend mitigating solutions. We consolidated three sets of guidelines promulgated by national professional organizations into 29 standards of optimal care and empanelled independent groups of diabetes care professionals to estimate the minimum and maximum time needed to achieve those standards of care for each of six clinical vignettes representing typical patients seen by diabetes care providers. We used a standards-of-care economic model to compare provider costs with reimbursement and calculated "reimbursement gaps." The reimbursement gap was calculated using the maximum and minimum provider cost estimate (reflecting the baseline- and best-case provider time estimates from the panels). The cost of guideline-driven care greatly exceeded reimbursement in almost all vignettes, resulting in estimated provider "losses" of 470,000-750,000 USD/year depending on the case mix. Such "losses" dissuade providers of diabetes care from using best practices as recommended by national diabetes organizations. The DWG recommendations include enhancements in care management, workforce supply, and payment reform.


Subject(s)
Diabetes Mellitus/economics , Diabetes Mellitus/therapy , Health Care Costs/trends , Practice Guidelines as Topic , Diabetes Complications/economics , Diabetes Complications/prevention & control , Diabetes Mellitus/epidemiology , Humans , Insurance, Health, Reimbursement , Models, Economic , Prevalence , United States
11.
Popul Health Manag ; 16(3): 169-77, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23216062

ABSTRACT

Diabetes is a chronic disease that is often comorbid with cardiovascular disease, hypertension, kidney disease, and neuropathy. Its management is complex, requiring ongoing clinical management, lifestyle changes, and self-care. This article examines recent literature on telehealth and emerging technological tools for supporting self-management of diabetes and identifies best practices. The authors conducted a PubMed search (January 2008-2012) that was supplemented by review of meeting materials and a scan of the Internet to identify emerging technologies. Fifty-eight papers were reviewed; 12 were selected for greater analysis. This review supports earlier findings that the delivery of diabetes self-management and training (DSME/T) via telehealth is useful, appropriate, and acceptable to patients and providers. Best practices are emerging; not all technology is appropriate for all populations--interactive technology needs to be appropriate to the patient's age, abilities, and sensitivities. Telehealth is scalable and sustainable provided that it adds value, does not add to the provider's workload, and is fairly reimbursed. However, there are multiple barriers (patient, provider, health system) to remotely provided DSME/T. DSME/T delivered via telehealth offers effective, efficient, and affordable ways to reach and support underserved minorities and other people with diabetes and related comorbidities. The new generation of smartphones, apps, and other technologies increase access, and the newest interventions are designed to meet patient needs, do not increase workloads, are highly appropriate, enhance self-management, and are desired by patients.


Subject(s)
Diabetes Mellitus, Type 1/therapy , Diabetes Mellitus, Type 2/therapy , Patient Education as Topic/methods , Self Care , Telemedicine , Humans , United States
12.
Popul Health Manag ; 16(1): 53-7, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23113633

ABSTRACT

Individuals with type II diabetes have an increased risk of cancer diagnosis (relative risk [RR]=1.12-2.50) and mortality (RR=1.4) compared to normoglycemic individuals. Biologic mechanisms, including mitogenic effects of insulin, hyperglycemia, and increased oxidative stress, as well as behavioral factors (eg, difficulty managing the comorbidity) may explain the elevated risk. To investigate the effects of the comorbidity on disease management, the authors compared diabetes education utilization in individuals with diabetes-cancer co-morbidity to utilization by individuals with diabetes in the absence of cancer. The effect of diabetes education on outcomes was further assessed in the subset of individuals with diabetes-cancer comorbidity. Administrative claims data were used for this analysis. The study population included individuals >60 years of age and members of both commercial and Medicare Advantage health plans from a private national database of payer data, but excluded Medicare fee for service and Medicaid patients. Most of these individuals were eligible to receive reimbursement for diabetes education. Diabetes education utilization was identified using procedure codes. Outcomes were assessed for a 3-year time period. There was little difference in diabetes education utilization between individuals with diabetes in the absence of cancer (3.8% utilization) and those with diabetes-cancer comorbidity (3.5% utilization). Individuals who receive diabetes education are more likely to have multiple HbA1c tests per year, fewer emergency department visits, fewer hospital admissions, and lower care-associated costs (except for outpatient and pharmacy averages). When diabetes coexists with cancer, management of diabetes often lags, making diabetes education an imperative.


Subject(s)
Diabetes Mellitus/epidemiology , Disease Management , Neoplasms/epidemiology , Patient Education as Topic/organization & administration , Program Development/methods , Aged , Comorbidity/trends , Diabetes Mellitus/therapy , Female , Humans , Male , Middle Aged , Neoplasms/therapy , United States/epidemiology
13.
Popul Health Manag ; 15(3): 168-73, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22313444

ABSTRACT

People with diabetes require skills and knowledge to adhere to medication regimens and self-manage this complex disease. Effective self-management is contingent upon effective problem solving and decision making. Gaps existed regarding useful approaches to problem solving by individuals with very low and very high body mass index (BMI) who self-administer insulin injections. This article addresses those gaps by presenting findings from a patient survey, a symposium on the topic of problem solving, and recent interviews with diabetes educators to facilitate problem-solving approaches for people with diabetes with high and low BMI who inject insulin and/or other medications. In practice, problem solving involves problem identification, definition, and specification; goal and barrier identification are a prelude to generating a set of potential strategies for problem resolution and applying these strategies to implement a solution. Teaching techniques, such as site rotation and ensuring that people with diabetes use the appropriate equipment, increase confidence with medication adherence. Medication taking is more effective when people with diabetes are equipped with the knowledge, skills, and problem-solving behaviors to effectively self-manage their injections.


Subject(s)
Decision Making , Diabetes Mellitus, Type 2/drug therapy , Disease Management , Hypoglycemic Agents/administration & dosage , Hypoglycemic Agents/therapeutic use , Insulin/administration & dosage , Problem Solving , Body Mass Index , Health Knowledge, Attitudes, Practice , Humans , Insulin/therapeutic use , Medication Adherence/statistics & numerical data , Patient Education as Topic , Self Administration/methods , Self Administration/psychology
14.
Diabetes Educ ; 37(5): 638-57, 2011.
Article in English | MEDLINE | ID: mdl-21878591

ABSTRACT

PURPOSE: The purpose of this study was to evaluate the effectiveness of diabetes self-management education or training provided by diabetes educators in reducing complications and improving quality of life. METHODS: Commercial and Medicare payer-derived claims data were used to assess the relationship between DSME/T and cost. Unlike the prior study that examined diabetes education provided by all professionals, the current study focused on the value of interventions performed as part of formal accredited/recognized diabetes education programs provided by diabetes educators only. Specifically, the current study focused on diabetes education delivered in diabetes self-management training programs based on 2 codes (G0108 and G0109). RESULTS: Results of the study provide insights into the differences in trends between participants and nonparticipants in DSMT. People with diabetes who had DSMT encounters provided by diabetes educators in accredited/recognized programs are likely to show lower cost patterns when compared with a control group of people with diabetes without DSMT encounters. People with diabetes who have multiple episodes of DSMT are more likely to receive care in accordance with recommended guidelines and to comply with diabetes-related prescription regimens, resulting in lower costs and utilization trends. Conclusions and Policy Implications The collaboration between diabetes educators and patients continues to demonstrate positive clinical quality outcomes and cost savings. This analysis shows that repeated DSMT encounters over time result in a dose-response effect on positive outcomes.


Subject(s)
Diabetes Mellitus/therapy , Health Care Costs , Health Educators/economics , Patient Education as Topic/economics , Self Care , Accreditation , Case-Control Studies , Cost-Benefit Analysis , Diabetes Mellitus/economics , Humans , Longitudinal Studies , Medicare/economics , Medication Adherence , Program Evaluation , Quality of Life , United States
15.
Popul Health Manag ; 14(4): 189-97, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21323462

ABSTRACT

The American Association of Diabetes Educators hosted a Monitoring Symposium during which 18 invited participants considered pre-set questions regarding how diabetes education can more effectively address barriers to monitoring for people with diabetes and related conditions. This report provides a summary of the moderated discussion and highlights the key points that apply to diabetes educators and other providers involved with diabetes care. The participating thought leaders reviewed findings from published literature and participated in a moderated discussion with the aim of providing practical advice for health care practitioners regarding monitoring for people with diabetes so that the overall health of this population can be enhanced. The discussants also defined monitoring for diabetes as including that done by the clinician or laboratory, as well as self-monitoring. The discussion was distilled into key points that apply to diabetes educators and other providers involved with diabetes care. Participants developed specific recommendations for a self-monitoring behavior and monitoring framework. People with diabetes benefit from instruction and guidance about self-monitoring and decision making that is based on monitored results and informed interactions with providers. Importantly, collaboration among the entire diabetes care community is needed to ensure that monitoring is performed and utilized to its fullest advantage. Going forward, it will be critical to mitigate barriers to diabetes self-management and training and to identify linkages and partnerships to address barriers to self-monitoring.


Subject(s)
Diabetes Mellitus/therapy , Quality Assurance, Health Care/organization & administration , Self Care/methods , Diabetes Mellitus/physiopathology , Health Behavior , Humans , Patient Care Team , Patient Education as Topic
16.
Popul Health Manag ; 14(3): 143-55, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21323464

ABSTRACT

By 2030, the number of older adults within the United States will have doubled to approximately 71.5 million. Included in this population estimate is the relative growth in the number of older adults of racial and ethnic minority descent. Research has indicated that these individuals, specifically African Americans, have a higher incidence of diabetes than whites, as well as a higher rate of hospitalization compared to whites. This is also true for the older African American. Unfortunately, those with the greatest need for diabetes-related care are least likely to access that care. Moreover, in spite of the indication of need, it is extremely difficult to fully identify strategies that would be optimal for these older minority populations. This paper addresses strategies and techniques to fill gaps in knowledge by detailing efforts, such as the use of health information technologies and multilevel diabetes education teams, to improve the health outcomes of older adult African Americans who have diabetes.


Subject(s)
Black or African American/statistics & numerical data , Data Interpretation, Statistical , Diabetes Mellitus, Type 2 , Diffusion of Innovation , Disease Management , Quality of Health Care/statistics & numerical data , Age Factors , Aging , Health Education , Health Knowledge, Attitudes, Practice , Health Status Disparities , Humans , Models, Theoretical , Patient Education as Topic , Quality of Health Care/standards , United States
17.
Popul Health Manag ; 13(5): 227-33, 2010 Oct.
Article in English | MEDLINE | ID: mdl-20879903

ABSTRACT

Psychological, emotional, and social factors not only impact quality of life, but also often play a role in chronic illness outcomes. Diabetes care, in particular, is greatly influenced by psychosocial factors when they hinder a person's ability to manage the disease and achieve metabolic control. Healthy coping, defined as responding to a psychological and physical challenge by recruiting available resources to increase the probability of favorable outcomes in the future, is essential to effective self-management by people with diabetes. In June 2009, the American Association of Diabetes Educators convened a multidisciplinary expert panel to discuss healthy coping in diabetes. The panel included diabetes educators and behavioral science and mental health professionals. Drawing on their knowledge and experiences, as well as information presented at the symposium, the panel probed several aspects of healthy coping including what it entails, common barriers, assessment, population diversity, and clinical applications. A team approach to addressing the patient's coping is critical. Team involvement relieves the diabetes educator of the entire burden of supporting the patient in this regard. The team should be broadly defined and include those who are formally and informally involved. Healthy coping is a complex, qualitative behavior that cannot be easily quantified. Future efforts to address the issue of healthy coping should add to the body of literature regarding diabetes self-management at the individual and population-based levels.


Subject(s)
Adaptation, Psychological , Diabetes Mellitus/psychology , Disease Management , Stress, Psychological/psychology , Chronic Disease/psychology , Depression/diagnosis , Depression/psychology , Humans , Professional-Patient Relations , Quality of Life/psychology , Self Care/psychology , Stress, Psychological/complications
18.
Diabetes Educ ; 36(5): 701-7, 2010.
Article in English | MEDLINE | ID: mdl-20736385

ABSTRACT

Diabetes educators conducting research need a basic understanding of statistical concepts so study findings are useful and can be read with confidence. Selecting an adequate sample size is a key step that needs to be considered early in the process of designing a research study. A sample size too small will not provide reliable answers to the study questions asked or research hypotheses needing to be tested. A sample size that is too big can make the study unwieldy, wasting both time and effort. An adequate sample size uses resources and time in the most cost-effective manner and is essential to producing useful research findings. The purpose of this article is to understand the importance of selecting an adequate sample size in gaining information from a small group (sample) that can be generalized to a larger group (population) along with discussing power analyses.


Subject(s)
Diabetes Mellitus/rehabilitation , Research/economics , Sample Size , Biostatistics , Diabetes Mellitus, Type 1/diagnosis , Diabetes Mellitus, Type 2/diagnosis , Diagnostic Errors , Humans , Patient Education as Topic , Research Design
19.
Diabetes Educ ; 35(1): 72-96, 2009.
Article in English | MEDLINE | ID: mdl-19244564

ABSTRACT

PURPOSE: The purpose of this article was to review the published literature and evaluate the economic benefits and costs associated with diabetes education. METHODS: The Medline database (1991--2006) and Google were searched. Articles that addressed the economic and/or financial outcomes of a diabetes-related self-care or educational intervention were included. The study aim, population, design, intervention, financial and economic outcomes, results, and conclusions were extracted from eligible articles. RESULTS: Twenty-six papers were identified that addressed diabetes self-management training and education. Study designs included meta-analysis (1); randomized controlled trials (8); prospective, quasi-experimental, and pre-post studies (8); and retrospective database analyses (9). The studies conducted cost analyses (6), cost-effectiveness analyses (13), cost-utilization analyses (7), and number needed to treat analyses (2). More than half (18) of the 26 papers identified by the literature review reported findings that associated diabetes education (and disease management) with decreased cost, cost saving, cost-effectiveness, or positive return on investment. Four studies reported neutral results, 1 study found that costs increased, and 3 studies did not fit into these categories. CONCLUSIONS: The findings indicate that the benefits associated with education on self-management and lifestyle modification for people with diabetes are positive and outweigh the costs associated with the intervention. More research is needed to validate that diabetes education provided by diabetes educators is cost-effective.


Subject(s)
Diabetes Mellitus/rehabilitation , Patient Education as Topic , Cost-Benefit Analysis , Diabetes Mellitus, Type 1/rehabilitation , Diabetes Mellitus, Type 2/rehabilitation , Health Policy , Humans , Patient Education as Topic/economics
20.
Popul Health Manag ; 11(6): 329-40, 2008 Dec.
Article in English | MEDLINE | ID: mdl-19108648

ABSTRACT

Diabetes affects 7.8% of Americans, nearly 24 million people, and costs $174 billion yearly. People with diabetes benefit from self-management; disease management (DM) programs are effective in managing populations with diabetes. Little has been published on the intersection of diabetes education and DM. Our hypothesis was that diabetes educators and their interventions integrate well with DM and effectively support providers' care delivery. A literature review was conducted for papers published within the past 3 years and identified using the search terms "diabetes educator" and "disease management." Those that primarily addressed community health workers or the primary care/community setting were excluded. Two case studies were conducted to augment the literature. Ten of 30 manuscripts identified in the literature review were applicable and indicate that techniques and interventions based on cognitive theories and behavioral change can be effective when coupled with diabetes DM. Better diabetes self-management through diabetes education encourages participation in DM programs and adherence to recommended care in programs offered by DM organizations or those that are provider based. Improved health outcomes and reduced cost can be achieved by blending diabetes education and DM. Diabetes educators are a critical part of the management team and, with their arsenal of goal setting and behavior change techniques, are an essential component for the success of diabetes DM programs. Additional research needs to be undertaken to identify effective ways to integrate diabetes educators and education into DM and to assess clinical, behavioral, and economic outcomes arising from such programs.


Subject(s)
Diabetes Mellitus/therapy , Disease Management , Patient Education as Topic/organization & administration , Program Evaluation , Self Care , Comprehensive Health Care/organization & administration , Female , Forms and Records Control , Humans , Interdisciplinary Communication , Male , Organizational Case Studies , Patient Care Team/organization & administration , Referral and Consultation/organization & administration
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