National Healthcare Quality and Disparities Report
Latest available findings on quality of and access to health care
Data
- Data Infographics
- Data Visualizations
- Data Tools
- Data Innovations
- All-Payer Claims Database
- Healthcare Cost and Utilization Project (HCUP)
- Medical Expenditure Panel Survey (MEPS)
- AHRQ Quality Indicator Tools for Data Analytics
- State Snapshots
- United States Health Information Knowledgebase (USHIK)
- Data Sources Available from AHRQ
Search All Research Studies
AHRQ Research Studies Date
Topics
- Access to Care (8)
- Adverse Drug Events (ADE) (13)
- Adverse Events (6)
- Ambulatory Care and Surgery (5)
- Arthritis (1)
- Asthma (1)
- Behavioral Health (11)
- Blood Clots (1)
- Blood Pressure (15)
- Cancer (3)
- Cancer: Breast Cancer (1)
- Cancer: Prostate Cancer (2)
- Cardiovascular Conditions (33)
- Caregiving (1)
- Care Management (18)
- Case Study (3)
- Centers for Education and Research on Therapeutics (CERTs) (1)
- Children/Adolescents (17)
- Chronic Conditions (116)
- Clinical Decision Support (CDS) (2)
- Clinician-Patient Communication (5)
- Communication (5)
- Community-Based Practice (9)
- Comparative Effectiveness (18)
- Complementary and Alternative Medicine (2)
- Consumer Assessment of Healthcare Providers and Systems (CAHPS) (1)
- COVID-19 (3)
- Critical Care (1)
- Cultural Competence (5)
- Data (1)
- Decision Making (11)
- Dementia (3)
- Depression (7)
- (-) Diabetes (363)
- Diagnostic Safety and Quality (21)
- Digestive Disease and Health (1)
- Disabilities (1)
- Disparities (19)
- Education: Patient and Caregiver (11)
- Elderly (33)
- Electronic Health Records (EHRs) (31)
- Electronic Prescribing (E-Prescribing) (2)
- Emergency Department (2)
- Evidence-Based Practice (17)
- Eye Disease and Health (5)
- Falls (1)
- Family Health and History (2)
- Genetics (4)
- Guidelines (10)
- Healthcare Cost and Utilization Project (HCUP) (4)
- Healthcare Costs (20)
- Healthcare Delivery (13)
- Healthcare Utilization (10)
- Health Information Technology (HIT) (49)
- Health Insurance (11)
- Health Literacy (1)
- Health Promotion (9)
- Health Services Research (HSR) (6)
- Health Status (6)
- Health Systems (2)
- Heart Disease and Health (13)
- Hepatitis (1)
- Home Healthcare (3)
- Hospital Discharge (1)
- Hospitalization (11)
- Hospital Readmissions (2)
- Hospitals (1)
- Human Immunodeficiency Virus (HIV) (3)
- Hypertension (7)
- Imaging (1)
- Infectious Diseases (1)
- Injuries and Wounds (1)
- Inpatient Care (1)
- Kidney Disease and Health (9)
- Labor and Delivery (2)
- Lifestyle Changes (26)
- Long-Term Care (1)
- Low-Income (13)
- Maternal Care (6)
- Medicaid (10)
- Medical Devices (2)
- Medical Expenditure Panel Survey (MEPS) (6)
- Medicare (11)
- Medication (96)
- Medication: Safety (4)
- Mortality (12)
- Neurological Disorders (3)
- Newborns/Infants (3)
- Nursing (1)
- Nursing Homes (3)
- Nutrition (6)
- Obesity (17)
- Obesity: Weight Management (10)
- Orthopedics (1)
- Outcomes (19)
- Pain (2)
- Patient-Centered Healthcare (25)
- Patient-Centered Outcomes Research (40)
- Patient Adherence/Compliance (29)
- Patient and Family Engagement (10)
- Patient Experience (3)
- Patient Safety (8)
- Patient Self-Management (38)
- Payment (2)
- Policy (7)
- Practice Patterns (12)
- Pregnancy (20)
- Pressure Ulcers (1)
- Prevention (34)
- Primary Care (30)
- Provider (1)
- Provider: Clinician (1)
- Provider: Health Personnel (3)
- Provider: Pharmacist (1)
- Provider: Physician (1)
- Provider Performance (1)
- Public Health (2)
- Quality Improvement (9)
- Quality Indicators (QIs) (1)
- Quality Measures (7)
- Quality of Care (14)
- Quality of Life (5)
- Racial and Ethnic Minorities (50)
- Registries (2)
- Research Methodologies (5)
- Respiratory Conditions (1)
- Risk (39)
- Rural Health (6)
- Screening (23)
- Sepsis (1)
- Sex Factors (4)
- Sickle Cell Disease (1)
- Social Determinants of Health (13)
- Social Media (2)
- Social Stigma (1)
- Stress (5)
- Stroke (1)
- Surgery (1)
- Teams (8)
- Telehealth (20)
- Tobacco Use (2)
- Transitions of Care (2)
- Trauma (1)
- Treatments (4)
- U.S. Preventive Services Task Force (USPSTF) (8)
- Urban Health (1)
- Vulnerable Populations (5)
- Web-Based (3)
- Women (21)
- Workforce (1)
- Young Adults (2)
AHRQ Research Studies
Sign up: AHRQ Research Studies Email updates
Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
Results
1 to 25 of 363 Research Studies DisplayedNiederdeppe J, Avery RJ, Liu J
Is exposure to pharmaceutical direct-to-consumer advertising for heart disease and diabetes associated with physical activity and dietary behavior?
This study examined associations between estimated exposure to direct consumer-to-advertising (DTCA) for drugs focused on heart disease/cholesterol and diabetes and self-reported exercise and consumption of a variety of unhealthy foods (candy, sugary drinks, alcohol, and fast food). The authors estimated exposure to DTCA by combining data from Kantar Media Intelligence (Kantar) on televised pharmaceutical DTCA airings in the U.S. from January 2003 to August 2016 (n = 7,696,851 airings) with thirteen years of data from the Simmons National Consumer Survey (Simmons), a mailed survey on television viewing patterns. They estimated associations between exposure to advertising (both overall and for advertisements with specific content) and self-reported physical activity and dietary behavior using Simmons data from January 2004 to December 2016 (n = 288,483 respondents from n = 157,621 unique households in the U.S.). They found that higher estimated exposure to DTCA for heart disease and diabetes drugs were not consistently associated with meaningful differences in the frequency of engaging in regular physical activity. However, greater estimated exposure to DTCA for both diseases were linked to small but consistently higher volume of consumption of candy, sugar-sweetened beverages, alcohol, and fast food.
AHRQ-funded; HS025983.
Citation: Niederdeppe J, Avery RJ, Liu J .
Is exposure to pharmaceutical direct-to-consumer advertising for heart disease and diabetes associated with physical activity and dietary behavior?
Soc Sci Med 2023 Aug; 330:116062. doi: 10.1016/j.socscimed.2023.116062..
Keywords: Communication, Diabetes, Heart Disease and Health, Medication
Michelson KA, Bachur RG, Grubenhoff JA
Outcomes of missed diagnosis of pediatric appendicitis, new-onset diabetic ketoacidosis, and sepsis in five pediatric hospitals.
This study’s objective was to determine 90-day complication rates and hospital utilization after a missed diagnosis of pediatric appendicitis, new-onset diabetic ketoacidosis (DKA), or sepsis. The authors evaluated patients under 21 years of age visiting five pediatric emergency departments (EDs) with a study condition. Case patients included had a preceding ED visit within 7 days of diagnosis and underwent case review to confirm a missed diagnosis. The authors compared complication rates and utilization between case and control patients after adjusting for age, sex, and insurance. They analyzed 29,398 children with appendicitis, 5366 with DKA, and 3622 with sepsis, of whom 429, 33, and 46, respectively, had a missed diagnosis. Patients with a missed appendicitis or DKA diagnosis had more hospital days and readmissions, but there were no significant differences for those with sepsis. Those with missed appendicitis were more likely to have abdominal abscess drainage or perforated appendicitis. Those with missed DKA were more likely to have cerebral edema, mechanical ventilation, or death. Those with missed sepsis were less likely to have mechanical ventilation.
AHRQ-funded; HS026503.
Citation: Michelson KA, Bachur RG, Grubenhoff JA .
Outcomes of missed diagnosis of pediatric appendicitis, new-onset diabetic ketoacidosis, and sepsis in five pediatric hospitals.
J Emerg Med 2023 Jul; 65(1):e9-e18. doi: 10.1016/j.jemermed.2023.04.006..
Keywords: Children/Adolescents, Sepsis, Diabetes, Diagnostic Safety and Quality
Narindrarangkura P, Alafaireet PE, Khan U
Predicting suicide attempts among people with diabetes using a large multicenter electronic health records dataset.
This study’s goal was to determine the risk factors for suicidal behaviors of people with diabetes as they have a higher risk than the general population. The authors investigated risk factors and predicted suicide attempts in people with diabetes using the Least Absolute Shrinkage and Selection Operator (LASSO) regression. They used data from Cerner Real-World Data™ and included over 3 million diabetes patients in the study. They analyzed gender-, diabetes-type, and depression-specific LASSO regression models. The study included 7764 subjects diagnosed with suicide attempts with an average age of 45. They found risk factors for suicide attempts in diabetes patients, such as being an American Indian or Alaska Native, atypical agents, benzodiazepines, and antihistamines. Amyotrophy had a negative coefficient for suicide attempts with males with diabetes but had a positive coefficient for females. Using MAOI had a negative coefficient for suicide attempts in T1DM patients. Patients less than 20 years of age had a positive coefficient for suicide in depressed and non-depressed patients with diabetes.
AHRQ-funded; HS028032.
Citation: Narindrarangkura P, Alafaireet PE, Khan U .
Predicting suicide attempts among people with diabetes using a large multicenter electronic health records dataset.
Int J Psychiatry Med 2023 Jul; 58(4):302-24. doi: 10.1177/00912174231162477..
Keywords: Electronic Health Records (EHRs), Health Information Technology (HIT), Behavioral Health, Diabetes, Chronic Conditions
Field C, Lynch CD, Fareed N
Association of community walkability and glycemic control among pregnant individuals with pregestational diabetes mellitus.
The role of community walkability in influencing glycemic regulation in expectant individuals with pre-existing diabetes is yet to be established. The purpose of this study was to explore the relationship between the walkability of a neighborhood at the community level and glycemic control, as indicated by hemoglobin A1c (A1C), in pregnant individuals with pregestational diabetes. The researchers conducted a retrospective examination of expectant individuals with pregestational diabetes who participated in a combined prenatal and diabetic care program from 2012 to 2016. The determinant of interest was community walkability, determined by the US Environmental Protection Agency National Walkability Index (score range 1-20), which includes intersection concentration (design), closeness to transit stops (distance), and a combination of job and household varieties (diversity). Participants from the most walkable neighborhoods were contrasted with those from less walkable neighborhoods as per the National Environmental Protection Agency's definition. The outcomes were glycemic control, including A1C, measured both in early and late pregnancy, and the average change in A1C throughout pregnancy. The study found that out of 417 expectant individuals, 10% resided in the most walkable areas. All 417 participants had an A1C assessment in early pregnancy, and 376 had another A1C assessment in late pregnancy. Pregnant individuals living in the most walkable areas were more likely to have an A1C <6.0% in early pregnancy, and an A1C <6.5% in late pregnancy compared with those in less walkable areas. The change in A1C across pregnancy was not related to walkability. The study concluded that individuals with pre-existing diabetes residing in more walkable areas demonstrated better glycemic control during both early and late pregnancy.
AHRQ-funded; HS028822.
Citation: Field C, Lynch CD, Fareed N .
Association of community walkability and glycemic control among pregnant individuals with pregestational diabetes mellitus.
Am J Obstet Gynecol MFM 2023 May; 5(5):100898. doi: 10.1016/j.ajogmf.2023.100898..
Keywords: Diabetes, Maternal Care, Social Determinants of Health, Women
McClintock HF, Edmonds SE, Bogner HR
Adherence patterns to oral hypoglycemic agents among primary care patients with type 2 diabetes.
This study’s objective was to examine patterns of adherence to oral hypoglycemic agents among primary care patients with type 2 diabetes mellitus and to assess whether these patterns were associated with baseline intervention allocation, sociodemographic characteristics, and clinical indicators. Adherence patterns for 72 participants were examined by Medication Event Monitoring System (MEMS) caps at baseline and 12 weeks. Participants were randomly allocated to a Patient Prioritized Planning (PPP) intervention or a control group. A card-sort task was used in the PPP intervention to identify health-related priorities that included social determinants of health to address medication nonadherence. Afterward, a problem-solving process was used to address unmet needs involving referral to resources. Patients were found to be either adherent, increasingly adherent, or non-adherent. Participants assigned to the PPP intervention were significantly more likely to have a pattern of improving adherence and adherence than participants assigned to the control group.
AHRQ-funded; HS023445.
Citation: McClintock HF, Edmonds SE, Bogner HR .
Adherence patterns to oral hypoglycemic agents among primary care patients with type 2 diabetes.
Prim Care Diabetes 2023 Apr;17(2):180-84. doi: 10.1016/j.pcd.2023.01.014.
Keywords: Diabetes, Patient Adherence/Compliance, Primary Care, Medication, Chronic Conditions
Taylor Gangnon, R R, Powell WR
Association of rurality and identifying as Black with receipt of specialty care among patients hospitalized with a diabetic foot ulcer: a Medicare cohort study.
This national retrospective cohort study examined Medicare beneficiaries hospitalized with diabetic foot ulcers. Investigators sought to determine what proportion of rural patients, particularly those identifying as black, received specialty care in comparison with the national proportion. Their findings indicated that a smaller proportion of rural patients, particularly those identified as black, received specialty care compared with the overall cohort. They concluded that this might contribute to disparities in major amputations, but future studies are required to determine causality.
AHRQ-funded; HS026279.
Citation: Taylor Gangnon, R R, Powell WR .
Association of rurality and identifying as Black with receipt of specialty care among patients hospitalized with a diabetic foot ulcer: a Medicare cohort study.
BMJ Open Diabetes Res Care 2023 Apr; 11(2). doi: 10.1136/bmjdrc-2022-003185..
Keywords: Rural Health, Racial and Ethnic Minorities, Diabetes, Chronic Conditions, Disparities
AA Payán, DD Brown, TT
AHRQ Author: Tierney
Telehealth use, care continuity, and quality: diabetes and hypertension care in community health centers before and during the COVID-19 pandemic.
In a cohort study, researchers examined the association of care continuity with diabetes and hypertension care quality in community health centers (CHCs) before and during COVID-19, and the mediating effect of telehealth. Patients with diabetes and/or hypertension with at least 2 encounters per year during 2019 and 2020 were identified via electronic health record data from 166 CHCs; multivariable logistic regression models estimated the association of care continuity with telehealth use and care processes. The results showed that higher care continuity was associated with telehealth use and A1c testing, and lower A1c and blood pressure. The researchers concluded that care continuity might facilitate telehealth use and resilient performance on process measures.
AHRQ-funded; HS022241.
Citation: AA Payán, DD Brown, TT .
Telehealth use, care continuity, and quality: diabetes and hypertension care in community health centers before and during the COVID-19 pandemic.
Med Care 2023 Apr 1;61(Suppl 1):S62-s69. doi: 10.1097/mlr.0000000000001811.
Keywords: COVID-19, Telehealth, Health Information Technology (HIT), Diabetes, Blood Pressure, Community-Based Practice, Public Health
Gay HC, Yu J, Persell SD
Comparison of sodium-glucose cotransporter-2 inhibitor and glucagon-like peptide-1 receptor agonist prescribing in patients with diabetes mellitus with and without cardiovascular disease.
Researchers sought to describe trends in prescribing for sodium-glucose cotransporter-2 inhibitors (SGLT2is) and glucagon-like peptide-1 receptor agonists (GLP1-RAs) to reduce cardiovascular events and mortality in adult patients with type 2 diabetes mellitus (T2DM) in diverse care settings. Their focus was on outpatient clinics in a midwestern integrated health system and small- and medium-sized community-based primary care practices and health centers in three Midwestern states. Results showed that an increase in prescription rates was greater for SGLT2is than for GLP1-RAs in a large integrated medical center and community primary care practices; overall, prescription rates for eligible patients were low, and the researchers observed racial disparities.
AHRQ-funded; HS026385; HS023921.
Citation: Gay HC, Yu J, Persell SD .
Comparison of sodium-glucose cotransporter-2 inhibitor and glucagon-like peptide-1 receptor agonist prescribing in patients with diabetes mellitus with and without cardiovascular disease.
Am J Cardiol 2023 Feb 15; 189:121-30. doi: 10.1016/j.amjcard.2022.10.041..
Keywords: Diabetes, Cardiovascular Conditions, Chronic Conditions, Medication, Primary Care
Herman WH, Bullock A, Boltri JM
AHRQ Author: Tracer H
The National Clinical Care Commission report to Congress: background, methods, and foundational recommendations.
This AHRQ-authored paper describes the background, methods, and recommendations of the National Clinical Care Commission (NCCC) focused on factors likely to improve the delivery of high-quality care to all people with diabetes. It is the first in a series of five articles describing the recommendations. The Commission made recommendations at all levels: patient, practice, health system, and health policy. This is the first paper in a series of five articles about the NCCC recommendations. The five articles include recommendations to 1) reduce diabetes-related risks, prevent type 2 diabetes, and avert diabetes complications through changes in federal policies and programs affecting the general population; 2) prevent type 2 diabetes in at-risk individuals through targeted lifestyle and medication interventions; and 3) improve the treatment of diabetes and its complications to improve the health outcomes of people with diabetes. This first article reviews the successes and limitations of previous federal efforts to combat diabetes, describes the establishment of and charge to the NCCC, and discusses the development of a hybrid conceptual model that guided the NCCC’s novel all-of-government approach to address diabetes as a societal and medical problem. The authors then review the procedures used by the NCCC to gather information from federal agencies, stakeholders, key informants, and the public and to conduct literature reviews. Finally, they review the NCCC's three foundational recommendations: 1) improve the coordination of non-health-related and health-related federal agencies to address the social and environmental conditions that are accelerating the diabetes epidemic; 2) ensure that all Americans at risk for and with diabetes have health insurance and access to health care; and 3) ensure that all federal policies and programs promote health equity in diabetes.
AHRQ-authored; AHRQ-funded.
Citation: Herman WH, Bullock A, Boltri JM .
The National Clinical Care Commission report to Congress: background, methods, and foundational recommendations.
Diabetes Care 2023 Feb; 46(2):e14-e23. doi: 10.2337/dc22-0611..
Keywords: Diabetes, Chronic Conditions, Prevention, Research Methodologies
Schillinger D, Bullock A, Powell C
The National Clinical Care Commission report to Congress: leveraging federal policies and programs for population-level diabetes prevention and control: recommendations from the National Clinical Care Commission.
The purpose of this article was to explore and consider the National Clinical Care Commission’s (NCCC) population-wide recommendations focusing on food systems; consumption of water over beverages sweetened with sugar; labeling of food and beverages; marketing and advertising; workplace, ambient, and built environments; and research to address the myriad of complex factors contributing to Type 1 and 2 diabetes. The authors’ recommendations are directed toward federal policies, agencies, departments and programs, including the Environmental Protection Agency, the Food and Drug Administration, the Department of Housing and Urban Development, and others.
AHRQ-funded.
Citation: Schillinger D, Bullock A, Powell C .
The National Clinical Care Commission report to Congress: leveraging federal policies and programs for population-level diabetes prevention and control: recommendations from the National Clinical Care Commission.
Diabetes Care 2023 Feb; 46(2):e24-e38. doi: 10.2337/dc22-0619..
Keywords: Diabetes, Chronic Conditions, Policy, Prevention
Greenlee MC, Bolen S, Chong W
The National Clinical Care Commission report to Congress: leveraging federal policies and programs to improve diabetes treatment and reduce complications.
This paper is the fourth in a series of five articles describing the recommendations of the National Clinician Care Commission (NCCC) on diabetes care. This paper focused on the recommendations of the Treatment and Complications subcommittee of the National Clinical Care Commission. The Commission made recommendations at all levels: patient, practice, health system, and health policy. They also identified several areas that need additional research, such as studying the barriers to uptake of diabetes self-management education and support, exploring methods to implement team-based care, and evaluating the importance of digital connectivity as a social determinant of health.
AHRQ-funded.
Citation: Greenlee MC, Bolen S, Chong W .
The National Clinical Care Commission report to Congress: leveraging federal policies and programs to improve diabetes treatment and reduce complications.
Diabetes Care 2023 Feb; 46(2):e51-e59. doi: 10.2337/dc22-0621..
Keywords: Diabetes, Chronic Conditions, Policy, Prevention, Quality of Life
Boltri JM, Tracer H, Strogatz D
AHRQ Author: Tracer H
The National Clinical Care Commission report to Congress: leveraging federal policies and programs to prevent diabetes in people with prediabetes.
This article described the recommendations of a National Clinical Care Commission subcommittee focused primarily on the prevention of type 2 diabetes in people with prediabetes. The goal of these recommendations is to improve current Federal diabetes prevention activities by increasing awareness of and diagnosis of prediabetes on a population basis, facilitating FDA review and approval of metformin for diabetes prevention, and supporting research to enhance the effectiveness of diabetes prevention. The recommendations also highlight the importance of research to advance understanding of the etiology of and opportunities for prevention of type 1 diabetes.
AHRQ-authored; AHRQ-funded.
Citation: Boltri JM, Tracer H, Strogatz D .
The National Clinical Care Commission report to Congress: leveraging federal policies and programs to prevent diabetes in people with prediabetes.
Diabetes Care 2023 Feb; 46(2):e39-e50. doi: 10.2337/dc22-0620..
Keywords: Diabetes, Prevention, Chronic Conditions
Herman WH, Schillinger D, Bolen S
AHRQ Author: Tracer H
The National Clinical Care Commission report to Congress: recommendations to better leverage federal policies and programs to prevent and control diabetes.
This AHRQ-authored article is an overview paper of the recommendations of the National Clinical Care Commission (NCCC) Report to Congress to better leverage federal policies and programs to prevent and control diabetes. The NCCC surveyed federal agencies and conducted follow-up meetings with representatives from 10 health-related and 11 non-health-related federal agencies. They held 12 public meetings, solicited comments, met with numerous interested parties and key informants, and performed comprehensive literature reviews. The final report was transmitted to Congress in January 2022 and contained 39 specific recommendations, including 3 foundational recommendations that addressed the necessity of an all-of-government approach to diabetes, health equity, and access to health care. Recommendations were made at the general population level and the individual level to strengthen federal policies and programs to increase awareness of prediabetes and remove barriers to proven effective treatments for diabetes and its complications.
AHRQ-authored; AHRQ-funded.
Citation: Herman WH, Schillinger D, Bolen S .
The National Clinical Care Commission report to Congress: recommendations to better leverage federal policies and programs to prevent and control diabetes.
Diabetes Care 2023 Feb; 46(2):255-61. doi: 10.2337/dc22-1587..
Keywords: Diabetes, Chronic Conditions, Policy, Prevention
Conlin PR, Boltri JM, Bullock A
The National Clinical Care Commission report to Congress: summary and next steps.
This article summarized recommendations of the National Clinical Care Commission (NCCC) to prevent and control diabetes and its complications more effectively. The NCCC has determined that diabetes should not be considered solely as a medical problem but must also as a societal problem. Its recommendations cover policies and programs of both non-health-related and health-related federal agencies, including three recommendations that: non-health-related and health-related federal agencies coordinate their activities to better address diabetes; all federal agencies and departments ensure health equity as a guiding principle for their policies and programs that impact diabetes; all Americans have access to comprehensive and affordable health care. The NCCC also recommends that a coordinating Office of National Diabetes Policy be established.
AHRQ-authored; AHRQ-funded.
Citation: Conlin PR, Boltri JM, Bullock A .
The National Clinical Care Commission report to Congress: summary and next steps.
Diabetes Care 2023 Feb; 46(2):e60-e63. doi: 10.2337/dc22-0622..
Keywords: Diabetes, Chronic Conditions, Policy, Prevention
Lenoir KM, Sandberg JC, Miller DP
Patient perspectives on a targeted text messaging campaign to encourage screening for diabetes: qualitative study.
This study investigated whether patients would be receptive to receiving text messages that alert them to a risk of having an elevated HbA(1c) in direct-to-patient alerts that use cold texting. A total of 6 focus groups were conducted at Wake Forest Baptist Health (WFBH) between September 2019 and February 2020. The participants were adult patients without diabetes who had completed an in-person visit at the Family and Community Medicine Clinic within the previous year. The investigators displayed a series of text messages and asked the participants to react to the message content and suggest improvements. Participants (n = 36) were generally receptive to the idea of receiving a text-based alert for HbA(1c) screening. The use of plain and positive language, integrating elements of personalization, and defining new processes clearly were identified by participants as modifiable content elements that could act as facilitators that would help overcome barriers to engagement with these messages. The patients’ relationship with their providers and the financial costs associated with texts and screening may affect receptiveness and engagement in this process.
AHRQ-funded; HS026803.
Citation: Lenoir KM, Sandberg JC, Miller DP .
Patient perspectives on a targeted text messaging campaign to encourage screening for diabetes: qualitative study.
JMIR Form Res 2023 Jan 17; 7:e41011. doi: 10.2196/41011..
Keywords: Diabetes, Screening, Prevention, Health Information Technology (HIT)
Weiner M, Adeoye P, Boeh MJ
Continuous glucose monitoring and other wearable devices to assess hypoglycemia among older adult outpatients with diabetes mellitus.
The purpose of this study was to assess whether vulnerable older adults could use wearable devices, and explore Hypoglycemia frequency over a two week period. The researchers recruited 10 participants with diabetes mellitus to pilot test a continuous glucometer, physical activity monitor, electronic medication bottles, and smartphones which that provided prompts about medications, behaviors, and symptoms. A sample of 70 then wore glucometers and activity monitors and used the smartphone and bottles for a duration of 2 weeks and provided feedback. The study found that patients were interested in assistance with the interpretation of graphs, had challenges with keeping the glucometers attached. Nearly 23% of respondents indicated that they never check their blood sugars. In two weeks of monitoring, 73% had HG and 42% had serious, clinically significant HG.
AHRQ-funded; HS024384.
Citation: Weiner M, Adeoye P, Boeh MJ .
Continuous glucose monitoring and other wearable devices to assess hypoglycemia among older adult outpatients with diabetes mellitus.
Appl Clin Inform 2023 Jan; 14(1):37-44. doi: 10.1055/a-1975-4136..
Keywords: Elderly, Diabetes, Chronic Conditions, Ambulatory Care and Surgery, Patient Self-Management, Medical Devices
Fareed N, Swoboda C, Singh P
Developing and testing an integrated patient mHealth and provider dashboard application system for type 2 diabetes management among Medicaid-enrolled pregnant individuals based on a user-centered approach: mixed-methods study.
The objective of this study was to develop user specifications for a tailored and integrated technology, patient application (mHealth) and provider dashboard, that provides a complete view of Medicaid-enrolled patients with type 2 diabetes (T2D) during pregnancy and to develop prototypes based on users’ needs. Participating patients and providers stated a core set of expectations for the mHealth and dashboard applications. Participants then provided feedback to improve these applications. The authors concluded that digital health tools could transform health care among Medicaid-enrolled patients with T2D during pregnancy, with the goal of managing their blood glucose levels. Refining the stated needs and preferences of patients and providers to develop applications holds potential for tackling complicated health care issues.
AHRQ-funded; HS028822.
Citation: Fareed N, Swoboda C, Singh P .
Developing and testing an integrated patient mHealth and provider dashboard application system for type 2 diabetes management among Medicaid-enrolled pregnant individuals based on a user-centered approach: mixed-methods study.
Digit Health 2023 Jan-Dec; 9:20552076221144181. doi: 10.1177/20552076221144181..
Keywords: Patient-Centered Healthcare, Telehealth, Diabetes, Pregnancy, Chronic Conditions, Women, Health Information Technology (HIT)
Rodriguez HP, Ciemins EL, Rubio K
Health systems and telemedicine adoption for diabetes and hypertension care.
This study examined differences in telemedicine use for adults with diabetes and/or hypertension across 10 health systems and analyzed practice and patient characteristics associated with greater use. Encounter-level data from the AMGA Optum Data Warehouse for March 13, 2020 to December 31, 2020 were analyzed. This included 3,016,761 clinical encounters from 764,521 adults with diabetes and/or hypertension attributed to 1 of 1207 practice sites with at least 50 system-attributed patients. Telemedicine use time was divided into adoption (weeks 0-4), de-adoption (weeks 5-12), and maintenance (weeks 13-42) periods. Telemedicine use peaked after 4 weeks at 11-42% of weekly encounters. Small practices had lower telemedicine use for adults with diabetes during the maintenance period compared with larger practices, with ownership showing no association with telemedicine use. Practices with higher proportions of Black patients continued their expansion of telemedicine use during the de-adoption and maintenance periods.
Citation: Rodriguez HP, Ciemins EL, Rubio K .
Health systems and telemedicine adoption for diabetes and hypertension care.
Am J Manag Care 2023 Jan; 29(1):42-49. doi: 10.37765/ajmc.2023.89302..
Keywords: Telehealth, Health Information Technology (HIT), Diabetes, Blood Pressure, Chronic Conditions
Mills J, Barnhart H
AHRQ Author: Mills J
Screening for prediabetes and type 2 diabetes in children and adolescents.
This Putting Prevention into Practice case study is used to increase understanding of the USPSTF final recommendation on screening for prediabetes and type 2 diabetes in children and adolescents. A case study was presented using a 12-year-old-patient with no specific concerns but had gained 18 pounds since their last wellness visit and lives a sedentary lifestyle. The patient’s family history of type 2 diabetes mellitus in maternal and paternal grandparents is described. Three multiple-choice questions are presented regarding harms and benefits of screening for prediabetes and type 2 diabetes for that patient.
AHRQ-authored.
Citation: Mills J, Barnhart H .
Screening for prediabetes and type 2 diabetes in children and adolescents.
Am Fam Physician 2023 Jan; 107(1):79-80..
Keywords: U.S. Preventive Services Task Force (USPSTF), Children/Adolescents, Diabetes, Screening, Evidence-Based Practice, Guidelines, Prevention, Chronic Conditions, Case Study
Lock LJ, Channa R, Brennan MB
Effect of health system on the association of rurality and level of disadvantage with receipt of diabetic eye screening.
The goal of this retrospective cohort study was to determine the role of level of disadvantage in diabetic eye screening to explain the effect of health systems on rural and urban disparities. Researchers used an all-payer, statewide claims database to include adult Wisconsin residents with diabetes who had claims billed throughout the baseline and measurement years. Results indicated that patients from urban underserved clinics were more likely to receive screening than those from rural underserved clinics; similar findings emerged for both Medicare and non-Medicare subgroups. The researchers concluded that health systems, especially those that serve urban underserved populations, have an opportunity to increase screening rates by leveraging health system-level interventions and supporting patients in overcoming barriers.
AHRQ-funded; HS026279.
Citation: Lock LJ, Channa R, Brennan MB .
Effect of health system on the association of rurality and level of disadvantage with receipt of diabetic eye screening.
BMJ Open Diabetes Res Care 2022 Dec;10(6):e003174. doi: 10.1136/bmjdrc-2022-003174..
Keywords: Rural Health, Access to Care, Screening, Diabetes, Eye Disease and Health, Disparities, Chronic Conditions, Health Systems
Sneed NM, Azuero A, Morrison SA
Prediabetes awareness is not associated with lower consumption of self-reported added sugar in U.S. adults.
This study examined whether prediabetes awareness is associated with lower consumption of self-reported added sugar in US adults 20 years and older. Cross-sectional data for 3314 adults with prediabetes were analyzed from 2013-2018 National Health and Nutrition Examination Survey data. Among 3314 adults, 528 reported being aware and 2786 were unaware of their condition. Prediabetes awareness was not significantly associated with added sugar consumption with no differences for age, sex, or race/Hispanic origin.
AHRQ-funded; HS026122.
Citation: Sneed NM, Azuero A, Morrison SA .
Prediabetes awareness is not associated with lower consumption of self-reported added sugar in U.S. adults.
Ann Epidemiol 2022 Nov;75:21-24. doi: 10.1016/j.annepidem.2022.08.039..
Keywords: Diabetes, Chronic Conditions, Education: Patient and Caregiver, Nutrition, Health Promotion
Glynn A, Hernandez I, Roberts ET
Consequences of forgoing prescription drug subsidies among low-income Medicare beneficiaries with diabetes.
This study’s objective was to estimate the take-up of the Medicare Part D Low-Income Subsidy (LIS) among Medicare beneficiaries with diabetes and examine differences in out-of-pocket costs and prescription drug use between LIS enrollees and LIS-eligible non-enrollees. Data from the Health and Retirement Study linked to Medicare administrative data from 2008 to 2016 was used. The authors first estimated LIS take-up stratified by income (≤100% of the Federal Poverty Level [FPL] and >100% to ≤150% of FPL). Second, to assess the consequences of forgoing the LIS among near-poor beneficiaries (incomes >100% to ≤150% of FPL), they conducted propensity score-weighted regression analyses to compare out-of-pocket costs, prescription drug use, and cost-related medication non-adherence among LIS enrollees and LIS-eligible non-enrollees. Among Medicare beneficiaries with diabetes, 68.1% of those considered near-poor (incomes >100% to ≤150% of FPL) received the LIS, compared to 90.3% of those with incomes ≤100% of FPL. Among near-poor beneficiaries, LIS-eligible non-enrollees incurred higher annual out-of-pocket drug spending ($518], filled 7.3 fewer prescriptions for diabetes, hypertension, and hyperlipidemia drugs, and were 8.9 percentage points more likely to report skipping drugs due to cost. all compared to LIS enrollees.
AHRQ-funded; HS026727.
Citation: Glynn A, Hernandez I, Roberts ET .
Consequences of forgoing prescription drug subsidies among low-income Medicare beneficiaries with diabetes.
Health Serv Res 2022 Oct;57(5):1136-44. doi: 10.1111/1475-6773.13990..
Keywords: Medication, Diabetes, Chronic Conditions, Low-Income, Medicare, Healthcare Costs
Jonas DE, Vander Schaaf EB, Riley S
Screening for prediabetes and type 2 diabetes in children and adolescents: evidence report and systematic review for the US Preventive Services Task Force.
The purpose of this study was to explore the evidence on the benefits and harms of screening children and adolescents for prediabetes and type 2 diabetes to inform the US Preventive Services Task Force (USPSTF). The researchers utilized references; experts; literature surveillance, and PubMed/MEDLINE, Cochrane Library, and trial registries. The final review included 8 publications with 856 participants with a mean age of 14 years. The researchers found that none of the eligible studies directly assessed the benefits or harms of preventive screening. The limited eligible clinical trials reported few health outcomes and found no difference between groups.
AHRQ-funded; 290201500007I.
Citation: Jonas DE, Vander Schaaf EB, Riley S .
Screening for prediabetes and type 2 diabetes in children and adolescents: evidence report and systematic review for the US Preventive Services Task Force.
JAMA 2022 Sep 13;328(10):968-79. doi: 10.1001/jama.2022.7957..
Keywords: U.S. Preventive Services Task Force (USPSTF), Children/Adolescents, Diabetes, Screening, Prevention, Evidence-Based Practice, Guidelines
Grauer A, Duran AT, Liyanage-Don NA
Association between telemedicine use and diabetes risk factor assessment and control in a primary care network.
The purpose of this retrospective cohort study was to explore whether there is a relationship between telemedicine use in primary care and risk factor assessment and control for patients with diabetes mellitus. The study included patients with diabetes mellitus ages 18-75 with a telemedicine visit in a primary care network between February 2020 and December 2020. Researchers evaluated whether low-density lipoprotein cholesterol (LDL-C), blood pressure (BP), and hemoglobin A1c (HbA1c) and were assessed for each patient. The study identified 1,824 patients with diabetes during the study period and found that telemedicine use was associated with a lower proportion of patients with all three risk factors assessed. The researchers concluded that telemedicine use was related with gaps in risk factor assessment for patients with diabetes during the COVID-19 pandemic.
AHRQ-funded; HS026121; HS024262.
Citation: Grauer A, Duran AT, Liyanage-Don NA .
Association between telemedicine use and diabetes risk factor assessment and control in a primary care network.
J Endocrinol Invest 2022 Sep;45(9):1749-56. doi: 10.1007/s40618-022-01814-6..
Keywords: Diabetes, Chronic Conditions, Telehealth, Health Information Technology (HIT), Primary Care, Risk
Roddy MK, Mayberry LS, Nair D
Exploring mHealth potential to improve kidney function: secondary analysis of a randomized trial of diabetes self-care in diverse adults.
This study examined whether REACH, a text message-delivered self-management support intervention, which focuses on medication adherence, diet, and exercise can significantly improve glycemic control in 506 chronic kidney disease (CKD) patients with Type 2 Diabetes (T2D). The authors used data from the trial to explore the intervention’s effect on change in estimated glomerular filtration rate (eGR) at 12 months in a subsample of 271 patients. Patients with proteinuria at baseline who received REACH had less worsening of eGFR.
AHRQ-funded; HS026395.
Citation: Roddy MK, Mayberry LS, Nair D .
Exploring mHealth potential to improve kidney function: secondary analysis of a randomized trial of diabetes self-care in diverse adults.
BMC Nephrol 2022 Aug 10;23(1):280. doi: 10.1186/s12882-022-02885-6..
Keywords: Telehealth, Health Information Technology (HIT), Patient Self-Management, Diabetes, Chronic Conditions, Kidney Disease and Health, Patient Adherence/Compliance