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Drake C, Granados I, Rader A, Brucker A, Hoeffler S, Goldstein BA, Chamorro C, Johnson F, Hinz EM, Bedoya AD, German JC, Hauser J, Thacker C, Spratt SE. Addressing cost barriers to healthy eating with Eat Well, a prescription produce subsidy, for patients with diabetes and at risk for food insecurity: Study protocol for a type 1 hybrid effectiveness-implementation pragmatic randomized controlled trial. Contemp Clin Trials 2024; 145:107655. [PMID: 39111387 DOI: 10.1016/j.cct.2024.107655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Revised: 07/29/2024] [Accepted: 08/03/2024] [Indexed: 08/25/2024]
Abstract
BACKGROUND Patients with diabetes at risk of food insecurity face cost barriers to healthy eating and, as a result, poor health outcomes. Population health management strategies are needed to improve food security in real-world health system settings. We seek to test the effect of a prescription produce program, 'Eat Well' on cardiometabolic health and healthcare utilization. We will also assess the implementation of an automated, affirmative outreach strategy. METHODS We will recruit approximately 2400 patients from an integrated academic health system in the southeastern United States as part of a two-arm parallel hybrid type 1 pragmatic randomized controlled trial. Patients with diabetes, at risk for food insecurity, and a recent hemoglobin A1c reading will be eligible to participate. The intervention arm receives, 'Eat Well', which provides a debit card with $80 (added monthly) for 12 months valid for fresh, frozen, or canned fruits and vegetables across grocery retailers. The control arm does not. Both arms receive educational resources with diabetes nutrition and self-management materials, and information on existing care management resources. Using an intent-to-treat analysis, primary outcomes include hemoglobin A1C levels and emergency department visits in the 12 months following enrollment. Reach and fidelity data will be collected to assess implementation. DISCUSSION Addressing food insecurity, particularly among those at heightened cardiometabolic risk, is critical to equitable and effective population health management. Pragmatic trials provide important insights into the effectiveness and implementation of 'Eat Well' and approaches like it in real-world settings. REGISTRATION ClinicalTrials.gov Identifier: NCT05896644; Clinical Trial Registration Date: 2023-06-09.
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Affiliation(s)
- Connor Drake
- Department of Population Health Sciences, Duke University School of Medicine, 215 Morris St, Durham, NC 27701, USA; Center of Innovation to Accelerate Discovery and Practice Transformation, Durham Veterans Affairs Health Care System, 411 West Chapel Hill St, Durham, NC 27701, USA.
| | - Isa Granados
- Department of Population Health Sciences, Duke University School of Medicine, 215 Morris St, Durham, NC 27701, USA; Center of Innovation to Accelerate Discovery and Practice Transformation, Durham Veterans Affairs Health Care System, 411 West Chapel Hill St, Durham, NC 27701, USA; Duke Center for Childhood Obesity Research, Duke University School of Medicine, 3116 N. Duke Street, Room 1028, Durham, NC 27704, USA
| | - Abigail Rader
- Department of Population Health Sciences, Duke University School of Medicine, 215 Morris St, Durham, NC 27701, USA
| | - Amanda Brucker
- Department of Biostatistics & Bioinformatics, Duke University School of Medicine, Duke University Medical Center 2424 Erwin Road, Suite 1102 Hock Plaza Box 2721, Durham, NC 27710, United States of America
| | - Sam Hoeffler
- Reinvestment Partners, 110 E Geer St, Durham, North Carolina 27701, United States of America
| | - Benjamin A Goldstein
- Department of Population Health Sciences, Duke University School of Medicine, 215 Morris St, Durham, NC 27701, USA; Department of Biostatistics & Bioinformatics, Duke University School of Medicine, Duke University Medical Center 2424 Erwin Road, Suite 1102 Hock Plaza Box 2721, Durham, NC 27710, United States of America
| | - Ceci Chamorro
- Duke Office of Clinical Research, Duke University School of Medicine, 2200 West Main Street, Durham, NC 27705, United States of America
| | - Fred Johnson
- Duke Population Health Management Office, Duke University Health System, 3100 Tower Blvd Suite 1100, Durham, NC 27707, United States of America; Division of Community Health, Department of Family Medicine and Community Health, Duke University School of Medicine, DUMC 2914, Durham, NC, 27710, United States of America
| | - Eugenia McPeek Hinz
- Division of General Internal Medicine, Department of Medicine, Duke University School of Medicine, 40 Duke Medicine Circle, Durham, NC 27710, United States of America
| | - Armando D Bedoya
- Division of Pulmonary, Allergy, and Critical Care Medicine, Department of Medicine, Duke University School of Medicine, Durham, NC 27710, United States of America; Department of Biostatistics & Bioinformatics, Duke University School of Medicine, Duke University Medical Center 2424 Erwin Road, Suite 1102 Hock Plaza Box 2721, Durham, NC 27710, United States of America
| | - Jashalynn C German
- Division of Endocrinology, Metabolism, and Nutrition, Department of Medicine, Duke University School of Medicine, Durham, NC 27710, United States of America
| | - Jillian Hauser
- Division of General Internal Medicine, Department of Medicine, Duke University School of Medicine, 40 Duke Medicine Circle, Durham, NC 27710, United States of America
| | - Connie Thacker
- Division of Endocrinology, Metabolism, and Nutrition, Department of Medicine, Duke University School of Medicine, Durham, NC 27710, United States of America
| | - Susan E Spratt
- Duke Population Health Management Office, Duke University Health System, 3100 Tower Blvd Suite 1100, Durham, NC 27707, United States of America; Division of Endocrinology, Metabolism, and Nutrition, Department of Medicine, Duke University School of Medicine, Durham, NC 27710, United States of America; Division of Community Health, Department of Family Medicine and Community Health, Duke University School of Medicine, DUMC 2914, Durham, NC, 27710, United States of America
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Tolkacz M, Reilly D, Studzinski DM, Callahan RE, DeMare A, Kawak S, Ziegler M. Food Insecurity in the Elective Enhanced Recovery After Surgery Colorectal Surgical Population: Prevalence and Implications for Surgical Outcomes. Am Surg 2024; 90:419-426. [PMID: 37703552 DOI: 10.1177/00031348231198122] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/15/2023]
Abstract
BACKGROUND Food insecurity is defined as having limited or uncertain availability of nutritionally adequate food. Approximately 10.5% of U.S. households are food-insecure. Our study aimed to determine the prevalence and postoperative implications of food insecurity in a diverse group of colorectal surgery patients admitted to a hospital in an area with a higher-than-average median income. METHODS The 6-question Household Food Security Survey was added to the colorectal surgery ERAS program preoperative paperwork. Patient demographics, comorbidities, operative parameters, length of stay, and postoperative outcomes were collected by review of electronic medical records. RESULTS A total of 294 ERAS patients (88.8%) completed the survey over an 11-month period. Thirty-three patients (11.2%) were identified as food-insecure. Food-insecure patients were more likely to be non-white (P = .003), younger (P = .009), smokers (P = .004), chronic narcotic users (P < .001), unmarried (P = .007), and have more comorbidities (P = .004). The food-insecure population had more frequent postoperative ileus (P = .044). Hospital length of stay was significantly longer in food-insecure patients (8.6 days vs 5.4 days, P < .001). Food-insecure patients also had higher rates of >30-day mortality (P = .049). DISCUSSION Food insecurity was found to occur in patients that lived in communities deemed both affluent and distressed. These patients had longer hospital stays and higher mortality. A food insecurity questionnaire can easily identify patients at risk. Further investigations to mitigate these complications are warranted.
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Affiliation(s)
- Michael Tolkacz
- Department of General Surgery, Corewell Health - William Beaumont University Hospital, Royal Oak, MI, USA
| | - Danielle Reilly
- Department of Surgery, Geisinger Health System, Danville, PA, USA
| | - Diane M Studzinski
- Department of General Surgery, Corewell Health - William Beaumont University Hospital, Royal Oak, MI, USA
| | - Rose E Callahan
- Department of General Surgery, Corewell Health - William Beaumont University Hospital, Royal Oak, MI, USA
| | - Alexander DeMare
- Department of General Surgery, Corewell Health - William Beaumont University Hospital, Royal Oak, MI, USA
| | - Samer Kawak
- Department of General Surgery, Corewell Health - William Beaumont University Hospital, Royal Oak, MI, USA
| | - Matthew Ziegler
- Department of Colorectal Surgery, Corewell Health - william Beaumont Hospital, Royal Oak, MI, USA
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Bitler M, Cook J, Oh S, Rowberry P. New Evidence on the Cycle in the Women, Infants, and Children Program: What Happens When Benefits Expire. NATIONAL TAX JOURNAL 2024; 77:175-197. [PMID: 38737435 PMCID: PMC11084040 DOI: 10.1086/728678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2024]
Abstract
We provide evidence of a benefit redemption cycle in the Special Supplemental Nutrition Program for Women, Infants, and Children (WIC). Using novel administrative data on item-level redemptions, we show that unlike SNAP, WIC redemptions peak at both the beginning and end of the month. Beginning-of-the-month excess redemptions are concentrated among more popular items such as infant formula, while end-of-the-month excess redemptions are concentrated among less popular items such as infant meats. We document that a substantial share of beneficiaries go at least one month without redeeming anything and discuss how administrative burdens may drive the WIC cycle.
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Affiliation(s)
- Marianne Bitler
- Department of Economics, University of California-Davis, IZA, and NBER, Davis, California, USA
| | - Jason Cook
- Division of Quantitative Analysis of Markets and Organizations, University of Utah, IZA, and CESifo, Salt Lake City, UT, USA
| | - Seojung Oh
- Department of Economics, University of California-Davis, Davis, California, USA
| | - Paige Rowberry
- Department of Finance, University of Utah, Salt Lake City, UT, USA
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Bermúdez-Millán A, Feinn R, Lampert R, Pérez-Escamilla R, Segura-Pérez S, Wagner J. Household food insecurity is associated with greater autonomic dysfunction testing score in Latinos with type 2 diabetes. PLoS One 2024; 19:e0297681. [PMID: 38394186 PMCID: PMC10889858 DOI: 10.1371/journal.pone.0297681] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2023] [Accepted: 01/10/2024] [Indexed: 02/25/2024] Open
Abstract
AIM We examined household food insecurity (HFI) and autonomic nervous system (ANS) function in a subset of low-income Latinos with type 2 diabetes with data from a stress management trial. METHODS InclusionLatino or Hispanic, Spanish speaking, age less than 18 years, ambulatory status, type 2 diabetes more than 6 months, A1c less than 7.0%. ExclusionPain or dysfunction in hands (e.g., arthritis) precluding handgrip testing; medical or psychiatric instability. HFI was assessed with the 6-item U.S. household food security survey module; with responses to > = 1 question considered HFI. An ANS dysfunction index was calculated from xix autonomic function tests which were scored 0 = normal or 1 = abnormal based on normative cutoffs and then summed. Autonomic function tests were: 1) 24-hour heart rate variability as reflected in standard deviation of the normal-to-normal (SDNN) heart rate acquired with 3-channel, 7-lead ambulatory electrocardiogram (Holter) monitors; 2) difference between the highest diastolic blood pressure (DBP) during sustained handgrip and the average DBP at rest; 3) difference between baseline supine and the minimal BP after standing up; and, from 24-hour urine specimens 4) cortisol, 5) normetanephrine, and, 6) metanephrine. RESULTS Thirty-five individuals participated, 23 (65.7%) of them were women, age mean = 61.6 (standard deviation = 11.2) years, HbA1c mean = 8.5% (standard deviation = 1.6) and 20 participants (57.1%) used insulin. Twenty-two participants (62.9%) reported HFI and 25 (71.4%) had one or more abnormal ANS measure. Independent t-tests showed that participants with HFI had a higher ANS dysfunction index (mean = 1.5, standard deviation = 0.9) than patients who were food secure (mean = 0.7, standard deviation = 0.8), p = 0.02. Controlling for financial strain did not change significance. Total ANS index was not related to glycemia, insulin use or other socioeconomic indicators. In this sample, HFI was associated with ANS dysfunction. Policies to improve food access and affordability may benefit health outcomes for Latinos with diabetes.
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Affiliation(s)
- Angela Bermúdez-Millán
- Community Medicine and Health Care, School of Medicine, UConn Health, Farmington, CT, United States of America
| | - Richard Feinn
- School of Medicine, Medical Sciences, Quinnipiac University, Hamden, CT, United States of America
| | - Rachel Lampert
- Department of Internal Medicine, Yale School of Medicine, New Haven, CT, United States of America
| | - Rafael Pérez-Escamilla
- Department of Social and Behavioral Sciences, Yale School of Public Health, New Haven, CT, United States of America
| | - Sofia Segura-Pérez
- Chief Program Officer, Hispanic Health Council, Hartford, CT, United States of America
| | - Julie Wagner
- Behavioral Sciences and Community Health, School of Dental Medicine, UConn Health, Farmington, CT, United States of America
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Patel SY, Baum A, Basu S. Prediction of non emergent acute care utilization and cost among patients receiving Medicaid. Sci Rep 2024; 14:824. [PMID: 38263373 PMCID: PMC10805799 DOI: 10.1038/s41598-023-51114-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 12/30/2023] [Indexed: 01/25/2024] Open
Abstract
Patients receiving Medicaid often experience social risk factors for poor health and limited access to primary care, leading to high utilization of emergency departments and hospitals (acute care) for non-emergent conditions. As programs proactively outreach Medicaid patients to offer primary care, they rely on risk models historically limited by poor-quality data. Following initiatives to improve data quality and collect data on social risk, we tested alternative widely-debated strategies to improve Medicaid risk models. Among a sample of 10 million patients receiving Medicaid from 26 states and Washington DC, the best-performing model tripled the probability of prospectively identifying at-risk patients versus a standard model (sensitivity 11.3% [95% CI 10.5, 12.1%] vs 3.4% [95% CI 3.0, 4.0%]), without increasing "false positives" that reduce efficiency of outreach (specificity 99.8% [95% CI 99.6, 99.9%] vs 99.5% [95% CI 99.4, 99.7%]), and with a ~ tenfold improved coefficient of determination when predicting costs (R2: 0.195-0.412 among population subgroups vs 0.022-0.050). Our best-performing model also reversed the lower sensitivity of risk prediction for Black versus White patients, a bias present in the standard cost-based model. Our results demonstrate a modeling approach to substantially improve risk prediction performance and equity for patients receiving Medicaid.
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Affiliation(s)
- Sadiq Y Patel
- Clinical Product Development, Waymark, San Francisco, CA, USA.
- School of Social Policy and Practice, University of Pennsylvania, 3701 Locust Walk, Philadelphia, PA, 19104, USA.
| | - Aaron Baum
- Clinical Product Development, Waymark, San Francisco, CA, USA
- Icahn School of Medicine at Mt Sinai, New York, NY, USA
| | - Sanjay Basu
- Clinical Product Development, Waymark, San Francisco, CA, USA
- Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, ON, Canada
- Center for Vulnerable Populations, San Francisco General Hospital/University of California San Francisco, San Francisco, CA, USA
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Douglas F. What qualitative research can tell us about food and nutrition security in the UK and why we should pay attention to what it is telling us. Proc Nutr Soc 2023:1-10. [PMID: 37799071 DOI: 10.1017/s0029665123003713] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/07/2023]
Abstract
Poor dietary patterns leading to poorer health and increased health care use have affected people living in disadvantaged economic circumstances in the UK for decades, which many fear will be exacerbated due to the UK's current so-called 'cost of living crisis'. The voices of experts by experience of those health and social inequalities are not routinely included in health improvement intervention development in relation to obesity prevention policy and programmes. Obesity is highly correlated with food insecurity experience in high-income country contexts (where food insecurity data are routinely collected) and is similarly socially patterned. Using a health equity lens, this review paper highlights qualitative research findings that have revealed the perspectives and direct experiences of people living with food insecurity, or those others supporting food-insecure households, that shed light on the role and influence of the socio-economic contextual factors food-insecure people live with day-to-day. Insights from qualitative research that have focused on the granular detail of day-to-day household resource management can help us understand not only how food insecurity differentially impacts individual household members, but also how behavioural responses/food coping strategies are playing into pathways that lead to avoidable ill health such as obesity, diabetes and other chronic health conditions, including mental health problems. This review paper concludes by discussing research and policy implications in relation to food-insecure households containing people with chronic health conditions, and for pregnant women and families with infants and very young children living in the UK today.
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Affiliation(s)
- Flora Douglas
- School of Nursing, Midwifery and Paramedic Practice, Robert Gordon University, Aberdeen, UK
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Samuel LJ, Zhu J, Dwivedi P, Stuart EA, Szanton SL, Li Q, Thorpe RJ, Reed NS, Swenor BK. Food insecurity gaps in the Supplemental Nutrition Assistance Program based on disability status. Disabil Health J 2023; 16:101486. [PMID: 37353370 PMCID: PMC10527001 DOI: 10.1016/j.dhjo.2023.101486] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 05/23/2023] [Accepted: 05/28/2023] [Indexed: 06/25/2023]
Abstract
BACKGROUND Households including someone with disabilities experience disproportionately high food insecurity rates and likely face disproportionate barriers accessing Supplemental Nutrition Assistance Program (SNAP) benefits. OBJECTIVE This article aims to examine the role of SNAP with regard to food insecurity disparities based on disability status. METHODS Modified Poisson regression models examined food insecurity risk based on disability status (household includes no one with disabilities vs. those with work-limiting disabilities or non-work-limiting disabilities) among 2018 Survey of Income and Program Participation households eligible for SNAP (income ≤130% of the poverty threshold). Weighted estimates were used to account for the study design and non-response. RESULTS Households including someone with work-limiting disabilities were more than twice as likely to be food insecure than households including no one with disabilities (PR = 2.16, 95% CI: 1.90, 2.45); households including someone with non-work-limiting disabilities were 65% more likely (PR = 1.65, 95% CI: 1.39, 1.95). However, disparities were more pronounced among households not participating in SNAP (PR = 2.67, 95% CI: 2.22, 3.23 for work-limiting disabilities and PR = 1.86, 95% CI: 1.44, 2.40 for non-work-limiting disabilities) than SNAP-participating households (PR = 1.71, 95% CI: 1.45, 2.03 and PR = 1.46, 95% CI: 1.17, 1.82, respectively). Approximately 4.2 million low-income U.S. households including someone with disabilities are food insecure. Of these, 1.4 million were not participating in SNAP and another 2.8 million households were food insecure despite participating in SNAP. CONCLUSIONS Access to SNAP benefits is not proportionate to the scale of food insecurity among households that include people with disabilities. Action is needed to strengthen food assistance for those with disabilities.
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Affiliation(s)
| | - Jiafeng Zhu
- Johns Hopkins Bloomberg School of Public Health, USA.
| | | | | | - Sarah L Szanton
- Johns Hopkins School of Nursing, Public Health, and Medicine, USA.
| | - Qiwei Li
- Johns Hopkins School of Nursing, USA.
| | | | | | - Bonnielin K Swenor
- The Johns Hopkins Disability Health Research Center, Johns Hopkins School of Nursing, USA.
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Levi R, Bleich SN, Seligman HK. Food Insecurity and Diabetes: Overview of Intersections and Potential Dual Solutions. Diabetes Care 2023; 46:1599-1608. [PMID: 37354336 PMCID: PMC10465985 DOI: 10.2337/dci23-0002] [Citation(s) in RCA: 2] [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: 02/14/2023] [Accepted: 04/24/2023] [Indexed: 06/26/2023]
Abstract
Food insecurity increases the risk of developing diabetes and its complications. In this article, we describe the complex relationship that exists between food insecurity and diabetes and describe potential mechanisms that may underlie this association. We then describe how two different types of interventions, food-is-medicine and federal nutrition assistance programs, may help address both food insecurity and health. Finally, we outline the research, policy, and practice opportunities that exist to address food insecurity and reduce diabetes-related health disparities.
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Affiliation(s)
- Ronli Levi
- Division of General Internal Medicine, University of California San Francisco, San Francisco, CA
| | - Sara N. Bleich
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Boston, MA
| | - Hilary K. Seligman
- Division of General Internal Medicine, University of California San Francisco, San Francisco, CA
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Hager K, Du M, Li Z, Mozaffarian D, Chui K, Shi P, Ling B, Cash SB, Folta SC, Zhang FF. Impact of Produce Prescriptions on Diet, Food Security, and Cardiometabolic Health Outcomes: A Multisite Evaluation of 9 Produce Prescription Programs in the United States. Circ Cardiovasc Qual Outcomes 2023; 16:e009520. [PMID: 37641928 PMCID: PMC10529680 DOI: 10.1161/circoutcomes.122.009520] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 06/14/2023] [Indexed: 08/31/2023]
Abstract
BACKGROUND Produce prescriptions may improve cardiometabolic health by increasing fruit and vegetable (F&V) consumption and food insecurity yet impacts on clinical outcomes and health status have not been evaluated in large, multisite evaluations. METHODS This multisite, pre- and post-evaluation used individual-level data from 22 produce prescription locations in 12 US states from 2014 to 2020. No programs were previously evaluated. The study included 3881 individuals (2064 adults aged 18+ years and 1817 children aged 2-17 years) with, or at risk for, poor cardiometabolic health recruited from clinics serving low-income neighborhoods. Programs provided financial incentives to purchase F&V at grocery stores or farmers markets (median, $63/months; duration, 4-10 months). Surveys assessed F&V intake, food security, and self-reported health; glycated hemoglobin, blood pressure, body mass index (BMI), and BMI z-score were measured at clinics. Adjusted, multilevel mixed models accounted for clustering by program. RESULTS After a median participation of 6.0 months, F&V intake increased by 0.85 (95% CI, 0.68-1.02) and 0.26 (95% CI, 0.06-0.45) cups per day among adults and children, respectively. The odds of being food insecure dropped by one-third (odds ratio, 0.63 [0.52-0.76]) and odds of improving 1 level in self-reported health status increased for adults (odds ratio, 1.62 [1.30-2.02]) and children (odds ratio, 2.37 [1.70-3.31]). Among adults with glycated hemoglobin ≥6.5%, glycated hemoglobin declined by -0.29% age points (-0.42 to -0.16); among adults with hypertension, systolic and diastolic blood pressures declined by -8.38 mm Hg (-10.13 to -6.62) and -4.94 mm Hg (-5.96 to -3.92); and among adults with overweight or obesity, BMI decreased by -0.36 kg/m2 (-0.64 to -0.09). Child BMI z-score did not change -0.01 (-0.06 to 0.04). CONCLUSIONS In this large, multisite evaluation, produce prescriptions were associated with significant improvements in F&V intake, food security, and health status for adults and children, and clinically relevant improvements in glycated hemoglobin, blood pressure, and BMI for adults with poor cardiometabolic health.
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Affiliation(s)
- Kurt Hager
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, MA
| | - Mengxi Du
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, MA
| | - Zhongyu Li
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, MA
| | - Dariush Mozaffarian
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, MA
- Tufts University School of Medicine, Boston, MA
- Division of Cardiology at Tufts Medical Center, Boston, MA
| | - Kenneth Chui
- Division of Cardiology at Tufts Medical Center, Boston, MA
| | - Peilin Shi
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, MA
| | | | - Sean B. Cash
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, MA
| | - Sara C. Folta
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, MA
| | - Fang Fang Zhang
- Friedman School of Nutrition Science and Policy, Tufts University, Boston, MA
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Sato Imuro SE, Sabharwal A, Conneely C, Glantz N, Bevier W, Barua S, Pai A, Larez A, Kerr D. Temporal changes in bio-behavioral and glycemic outcomes following a produce prescription program among predominantly Hispanic/Latino adults with or at risk of type 2 diabetes. Heliyon 2023; 9:e18440. [PMID: 37533982 PMCID: PMC10391944 DOI: 10.1016/j.heliyon.2023.e18440] [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: 11/21/2022] [Revised: 07/15/2023] [Accepted: 07/18/2023] [Indexed: 08/04/2023] Open
Abstract
In the United States (U.S.), consumption of fresh vegetables and fruits is below recommended levels. Enhancing access to nutritious food through food prescriptions has been recognized as a promising approach to combat diet-related illnesses. However, the effectiveness of this strategy at a large scale remains untested, particularly in marginalized communities where food insecurity rates and the prevalence of health conditions such as type 2 diabetes (T2D) are higher compared to the background population. This study evaluated the impact of a produce prescription program for predominantly Hispanic/Latino adults living with or at risk of T2D. A total of 303 participants enrolled in a 3-month observational cohort received 21 medically prescribed portions/week of fresh produce. A subgroup of 189 participants used continuous glucose monitoring (CGM) to assess the relationship between CGM profile changes and HbA1c level changes. For 247 participants completing the study (76% female, 84% Hispanic/Latino, 32% with T2D, age 56·6 ± 11·9 years), there was a reduction in weight (-1·1 [-1·6 to -0·6] lbs., p < 0.001), waist circumference (-0·4 [-1·0 to 0·6] cm, p = 0·007) and systolic blood pressure (SBP) for participants with baseline SBP >120 mmHg (-4·2 [-6·8 to -1·8] mmHg, p = 0·001). For participants with an HbA1c ≥ 7·0% at baseline, HbA1c fell significantly (-0·5 [-0·9 to -0·1] %, p = 0·01). There were also improvements in food security (p < 0·0001), self-reported ratings of sleep, mood, pain (all p < 0·001), and measures of depression (p < 0·0001), anxiety (p = 0·045), and stress (p = 0·002) (DASS-21). There was significant correlation (r = 0·8, p = 0·001) between HbA1c change and the change in average glucose for participants with worsening HbA1c, but not for participants with an improvement in HbA1c. In conclusion, medical prescription of fresh produce is associated with significant improvements in cardio-metabolic and psycho-social risk factors for Hispanic/Latino adults with or at risk of T2D.
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Affiliation(s)
| | | | - Casey Conneely
- Sansum Diabetes Research Institute, Santa Barbara, CA, USA
| | - Namino Glantz
- Sansum Diabetes Research Institute, Santa Barbara, CA, USA
| | - Wendy Bevier
- Santa Barbara County Education Office, Children & Family Resource Services, Santa Barbara, CA, USA
| | - Souptik Barua
- Electrical and Computer Engineering, Rice University, Houston, TX, USA
| | - Amruta Pai
- Electrical and Computer Engineering, Rice University, Houston, TX, USA
| | - Arianna Larez
- Sansum Diabetes Research Institute, Santa Barbara, CA, USA
| | - David Kerr
- Diabetes Technology Society, Burlingame, CA, USA
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Huang ES, Sinclair A, Conlin PR, Cukierman-Yaffe T, Hirsch IB, Huisingh-Scheetz M, Kahkoska AR, Laffel L, Lee AK, Lee S, Lipska K, Meneilly G, Pandya N, Peek ME, Peters A, Pratley RE, Sherifali D, Toschi E, Umpierrez G, Weinstock RS, Munshi M. The Growing Role of Technology in the Care of Older Adults With Diabetes. Diabetes Care 2023; 46:1455-1463. [PMID: 37471606 PMCID: PMC10369127 DOI: 10.2337/dci23-0021] [Citation(s) in RCA: 11] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Accepted: 05/24/2023] [Indexed: 07/22/2023]
Abstract
The integration of technologies such as continuous glucose monitors, insulin pumps, and smart pens into diabetes management has the potential to support the transformation of health care services that provide a higher quality of diabetes care, lower costs and administrative burdens, and greater empowerment for people with diabetes and their caregivers. Among people with diabetes, older adults are a distinct subpopulation in terms of their clinical heterogeneity, care priorities, and technology integration. The scientific evidence and clinical experience with these technologies among older adults are growing but are still modest. In this review, we describe the current knowledge regarding the impact of technology in older adults with diabetes, identify major barriers to the use of existing and emerging technologies, describe areas of care that could be optimized by technology, and identify areas for future research to fulfill the potential promise of evidence-based technology integrated into care for this important population.
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Affiliation(s)
| | | | - Paul R. Conlin
- Harvard Medical School, Boston, MA
- Veteran Affairs Boston Healthcare System, Boston, MA
| | - Tali Cukierman-Yaffe
- Division of Endocrinology, Diabetes, and Metabolism, Ramat Gan, Israel
- Sheba Medical Centre, Ramat Gan, Israel
- Epidemiology Department, Sackler Faculty of Medicine, Herczeg Institute on Aging, Tel Aviv University, Tel Aviv, Israel
| | | | | | | | | | | | - Sei Lee
- University of California San Francisco, San Francisco, CA
| | | | - Graydon Meneilly
- University of British Columbia, Vancouver, British Columbia, Canada
| | - Naushira Pandya
- Department of Geriatrics, Kiran C. Patel College of Osteopathic Medicine, Nova Southeastern University, Ft. Lauderdale, FL
| | | | - Anne Peters
- University of Southern California, Los Angeles, CA
| | - Richard E. Pratley
- AdventHealth Diabetes Institute, AdventHealth Translational Research Institute, AdventHealth, Orlando, FL
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12
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Jiang DH, Herrin J, Van Houten HK, McCoy RG. Evaluation of High-Deductible Health Plans and Acute Glycemic Complications Among Adults With Diabetes. JAMA Netw Open 2023; 6:e2250602. [PMID: 36662531 PMCID: PMC9860518 DOI: 10.1001/jamanetworkopen.2022.50602] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 11/20/2022] [Indexed: 01/21/2023] Open
Abstract
Importance Optimal diabetes care requires regular monitoring and care to maintain glycemic control. How high-deductible health plans (HDHPs), which reduce overall spending but may impede care by increasing out-of-pocket expenses, are associated with risks of severe hypoglycemia and hyperglycemia is unknown. Objective To examine the association between an employer-forced switch to HDHP and severe hypoglycemia and hyperglycemia. Design, Setting, and Participants This retrospective cohort study used deidentified administrative claims data for privately insured adults with diabetes from a single insurance carrier with multiple plans across the US between January 1, 2010, and December 31, 2018. Analyses were conducted between May 15, 2020, and November 3, 2022. Exposures Patients with 1 baseline year of enrollment in a non-HDHP whose employers subsequently forced a switch to an HDHP were compared with patients who did not switch. Main Outcomes and Measures Mixed-effects logistic regression models were used to examine the association between switching to an HDHP and the odds of severe hypoglycemia and hyperglycemia (ascertained using diagnosis codes in emergency department [ED] visits and hospitalizations), adjusting for patient age, sex, race and ethnicity, region, income, comorbidities, glucose-lowering medications, baseline ED and hospital visits for hypoglycemia and hyperglycemia, and baseline deductible amount, and applying inverse propensity score weighting to account for potential treatment selection bias. Results The study population was composed of 42 326 patients who switched to an HDHP (mean [SD] age: 52 [10] years, 19 752 [46.7%] women, 7375 [17.4%] Black, 5740 [13.6%] Hispanic, 26 572 [62.8%] non-Hispanic White) and 202 729 patients who did not switch (mean [SD] age, 53 [10] years, 89 828 [44.3%] women, 29 551 [14.6%] Black, 26 689 [13.2%] Hispanic, 130 843 [64.5%] non-Hispanic White). When comparing all study years, switching to an HDHP was not associated with increased odds of experiencing at least 1 hypoglycemia-related ED visit or hospitalization (OR, 1.01 [95% CI, 0.95-1.06]; P = .85), but each year of HDHP enrollment did increase these odds by 2% (OR, 1.02 [95% CI, 1.00-1.04]; P = .04). In contrast, switching to an HDHP did significantly increase the odds of experiencing at least 1 hyperglycemia-related ED visit or hospitalization (OR, 1.25 [95% CI, 1.11-1.42]; P < .001), with each year of HDHP enrollment increasing the odds by 5% (OR, 1.05 [95% CI, 1.01-1.09]; P = .02). Conclusions and Relevance In this cohort study, employer-forced switching to an HDHP was associated with increased odds of potentially preventable acute diabetes complications, potentially because of delayed or deferred care. These findings suggest that employers should be more judicious in their health plan offerings, and health plans and policy makers should consider allowing preventive and high-value services to be exempt from deductible requirements.
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Affiliation(s)
- David H. Jiang
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Jeph Herrin
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale School of Medicine, New Haven, Connecticut
| | - Holly K. Van Houten
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
| | - Rozalina G. McCoy
- Division of Health Care Delivery Research, Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota
- Division of Community Internal Medicine, Geriatrics, and Palliative Care, Department of Medicine, Mayo Clinic, Rochester, Minnesota
- OptumLabs, Eden Prairie, Minnesota
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13
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Headrick G, Ellison C, Bresnahan C, Green C, Lyons M, Moran A. State Implementation of SNAP Waivers and Flexibilities During the COVID-19 Pandemic: Perspectives From State Agency Leaders. JOURNAL OF NUTRITION EDUCATION AND BEHAVIOR 2022; 54:982-997. [PMID: 36184356 PMCID: PMC9552006 DOI: 10.1016/j.jneb.2022.07.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 07/17/2022] [Accepted: 07/28/2022] [Indexed: 06/16/2023]
Abstract
OBJECTIVE To describe state agencies' implementation of the Supplemental Nutrition Assistance Program (SNAP) during the first year of the coronavirus disease of 2019 (COVID-19) pandemic, barriers and facilitators to SNAP implementation, and recommendations to improve SNAP implementation. DESIGN Qualitative methodology guided by Bullock's determinants of policy implementation framework using 7 semistructured, virtual focus groups in April 2021. SETTING Twenty-six states representing all 7 US Department of Agriculture Food and Nutrition Service regions. PARTICIPANTS Four focus groups with state-level SNAP administrators and 3 focus groups with state-level SNAP supportive services (Supplemental Nutrition Assistance Program-Education, Employment & Training, and Outreach) supervisors (n = 62). PHENOMENON OF INTEREST Supplemental Nutrition Assistance Program implementation during the COVID-19 pandemic. ANALYSIS Thematic analysis using a phronetic iterative approach. RESULTS Six primary themes emerged: the policy response, technology needs, collaboration, participant communication, funding realities, and equity. Implementation challenges included the design of waivers in the early pandemic response, inadequate federal guidance and funding, outdated technology, and prepandemic regulations limiting state authority. Modernized technology systems, availability of virtual programming, partnerships, and enhanced benefits facilitated SNAP implementation. CONCLUSIONS AND IMPLICATIONS Supplemental Nutrition Assistance Program administrators adapted their programs to deliver services virtually during the COVID-19 pandemic. These experiences highlighted the importance of certain policy determinants, such as modernized technology and streamlined application processes, to improve outcomes for SNAP participants and staff.
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Affiliation(s)
- Gabby Headrick
- Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD.
| | - Carolyn Ellison
- Department of Health, Behavior, and Society, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Carolyn Bresnahan
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
| | - Chloe Green
- American Public Human Services Association, Arlington, VA
| | - Matt Lyons
- American Public Human Services Association, Arlington, VA
| | - Alyssa Moran
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD
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14
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Holben DH, Marshall MB. Reprint of: Position of the Academy of Nutrition and Dietetics: Food Insecurity in the United States. J Acad Nutr Diet 2022; 122:S55-S66. [PMID: 36122960 DOI: 10.1016/j.jand.2022.07.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
It is the position of the Academy of Nutrition and Dietetics that systematic and sustained action is needed to achieve food and nutrition security in the United States. To achieve food security, effective interventions are needed, along with adequate funding for, and increased utilization of, food and nutrition assistance programs; inclusion of nutrition education in such programs; strategies to support individual and household economic stability; and research to measure impact on food insecurity- and health-related outcomes. Millions of individuals living in the United States experience food insecurity. Negative nutritional and non-nutritional outcomes are associated with food insecurity across the lifespan, including substandard academic achievement, inadequate intake of key nutrients, increased risk for chronic disease, and poor psychological and cognitive functioning. Registered dietitian nutritionists and nutrition and dietetics technicians, registered, play key roles in addressing food insecurity and are uniquely positioned to make valuable contributions through competent and collaborative practice, provision of comprehensive food and nutrition education and training, innovative research related to all aspects of food insecurity, and advocacy efforts at the local, state, regional, and national levels.
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15
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Bell N, Lòpez-De Fede A, Cai B, Brooks J. Geographic proximity to primary care providers as a risk-assessment criterion for quality performance measures. PLoS One 2022; 17:e0273805. [PMID: 36067180 PMCID: PMC9447909 DOI: 10.1371/journal.pone.0273805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 08/15/2022] [Indexed: 11/18/2022] Open
Abstract
Importance Previous studies have found a mixed association between Patient-Centered Medical Home (PCMH) designation and improvements in primary care quality indicators, including avoidable pediatric emergency department (ED) encounters. Whether these associations persist after accounting for the geographic locations of providers relative to where patients reside is unknown. Objective To examine the association between geographic proximity to primary care providers versus hospitals and risk of avoidable and potentially avoidable ED visits among children with pre-existing diagnosis of attention-deficit/hyperactivity disorder or asthma. Methods Retrospective cohort study of a panel of pediatric Medicaid claims data from the South Carolina from 2016–2018 for 2,959 beneficiaries having a pre-existing diagnosis of attention-deficit/hyperactivity disorder (ADD, ages 6–12) and 6,390 beneficiaries with asthma (MMA, ages 5–18), as defined using Healthcare Effectiveness Data and Information Set (HEDIS) performance measures. We calculated differences in avoidable and potentially avoidable ED visits by the beneficiary’s PCMH attribution type and in relation to differences in proximity to their primary care providers versus hospitals. Outcomes were defined using the New York University Emergency Department Algorithm (NYU-EDA). Differences in ED visit risk were assessed using generalized estimation equations and compared using marginal effects models. Results The 2.4 percentage point reduction in risk of avoidable ED visits among children in the ADD cohort who attended a PCMH versus those who did not increased to 3.9 to 7.2 percentage points as relative proximity to primary care providers versus hospitals improved (p < 0.01). Children in the ADD and MMA cohorts that were enrolled in a medical home, but did not attend one for primary care services exhibited a 5.4 and 3.0 percentage point increase in avoidable ED visit compared to children who were unenrolled and did not attend medical homes (p < 0.05), but these differences were only observed when geographic proximity to hospitals was more convenient than primary care providers. Mixed findings were observed for potentially avoidable visits. Conclusions In several health care performance evaluations, patient-centered medical homes have not been found to reduce differences in hospital utilization for conditions that are treatable in primary care settings among children with chronic illnesses. Analytical approaches that also consider geographic proximity to health care services can identify performance benefits of medical homes. Expanding risk-adjustment models to also include geographic data would benefit ongoing quality improvement initiatives.
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Affiliation(s)
- Nathaniel Bell
- College of Nursing, University of South Carolina, Columbia, South Carolina, United States of America
- * E-mail:
| | - Ana Lòpez-De Fede
- Institute for Families in Society, University of South Carolina, Columbia, South Carolina, United States of America
| | - Bo Cai
- Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, United States of America
| | - John Brooks
- Arnold School of Public Health, University of South Carolina, Columbia, South Carolina, United States of America
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16
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Auvinen A, Simock M, Moran A. Integrating Produce Prescriptions into the Healthcare System: Perspectives from Key Stakeholders. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph191711010. [PMID: 36078726 PMCID: PMC9518562 DOI: 10.3390/ijerph191711010] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 08/16/2022] [Accepted: 08/19/2022] [Indexed: 05/15/2023]
Abstract
People with low incomes suffer disproportionately from diet-related chronic diseases and may have fewer resources to manage their diseases. The "food as medicine" movement encourages healthcare systems to address these inequities while controlling escalating healthcare costs by integrating interventions such as produce prescriptions, in which healthcare providers distribute benefits for fruit and vegetable purchases. The purpose of this study was to identify perceived facilitators and barriers for designing and implementing produce prescriptions within the healthcare system. Nineteen semi-structured in-depth interviews were conducted with experts, and interviews were analyzed using thematic analysis. Overall, interviewees perceived that produce prescriptions could impact patients' diets, food security, disease management, and engagement with the healthcare system, while reducing healthcare costs. Making produce prescriptions convenient to use for patients, while providing resources to program implementers and balancing the priorities of payers, will facilitate program implementation. Integrating produce prescriptions into the healthcare system is feasible but requires program administrators to address implementation barriers such as cost and align complex technology systems (i.e., electronic medical records and benefit/payment processing). Engaging patients, clinics, retailers, and payers in the design phase can improve patient experience with a produce-prescription program; enhance clinic and retail processes enrolling patients and redeeming benefits; and ensure payers can measure outcomes of interest.
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Affiliation(s)
- Alyssa Auvinen
- Washington State Department of Health, Tumwater, WA 98501, USA
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
- Correspondence: ; Tel.: +1-360-999-8967
| | - Mary Simock
- Washington State Department of Health, Tumwater, WA 98501, USA
| | - Alyssa Moran
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD 21205, USA
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17
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Young SK, Atwood A, Allen L, Pauly N. The SNAP Cycle and Diabetes Management During a One-Time Change in Disbursement Schedule. Diabetes Care 2022; 45:1735-1741. [PMID: 35679128 PMCID: PMC9346985 DOI: 10.2337/dc21-2047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Accepted: 04/25/2022] [Indexed: 02/03/2023]
Abstract
OBJECTIVE The 2018-2019 federal government partial shutdown resulted in a one-time disruption to the usual disbursement schedule of Supplemental Nutrition Assistance Program (SNAP) benefits nationwide. We assessed the relationship between this disruption and hyperglycemia and hypoglycemia medical encounters among beneficiaries with diabetes. RESEARCH DESIGN AND METHODS To estimate whether the one-time change in benefit disbursement affected the monthly cycle of hyperglycemia or hypoglycemia encounter rates, we used linked administrative Medicaid claims and SNAP disbursement data from West Virginia in a fixed-effects model with interactions between week of the month and the two months of interest-January and February 2019. We controlled for week, month, year, and county effects as well as individual characteristics, and we clustered SEs by individual. RESULTS We found that the early disbursement of SNAP benefits in January 2019 resulted in a spike in hyperglycemia four times the rate in a typical month. Further, we found a decrease in both hyperglycemia and hypoglycemia in late February. CONCLUSIONS Our findings suggest that the early distribution of benefits led to a temporary increase in food consumption among West Virginia Medicaid beneficiaries with diabetes. Findings from late February also imply that individuals may have a way to prepare for reduced food resources. These results shed new light on the effects of unexpected changes to the timing of safety net payments as well as an understanding of unintended consequences of government shutdowns.
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Affiliation(s)
- Sabrina K Young
- Food Economics Division, Economic Research Service, U.S. Department of Agriculture, Kansas City, MO
| | - Alicia Atwood
- Department of Economics, Vassar College, Poughkeepsie, NY
| | - Lindsay Allen
- Department of Health Policy, Management, and Leadership, School of Public Health, West Virginia University, Morgantown, WV
| | - Nathan Pauly
- Department of Health Policy, Management, and Leadership, School of Public Health, West Virginia University, Morgantown, WV.,Manatt Health Strategies, Chicago, IL
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18
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Serchen J, Atiq O, Hilden D. Strengthening Food and Nutrition Security to Promote Public Health in the United States: A Position Paper From the American College of Physicians. Ann Intern Med 2022; 175:1170-1171. [PMID: 35759767 DOI: 10.7326/m22-0390] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
Food insecurity functions as a social driver of health, directly negatively impacting health status and outcomes, which can further negatively impact employment and income and increase medical expenditures-all of which exacerbates food insecurity. Progress in meaningfully reducing the food-insecurity rate has stalled in recent years. Although rates have decreased since their peak during the Great Recession, these gains have been reversed by the economic implications of the COVID-19 pandemic. As the federal government is the largest provider of food assistance, there is much potential in better leveraging nutrition assistance programs like the Supplemental Nutrition Assistance Program (SNAP) and the Child Nutrition Programs to increase access to healthful foods and improve public health. However, these programs face many funding challenges and internal shortcomings that create uncertainties and prevent maximal effect. Physicians and other medical professionals also have a role in improving nutritional health by screening for food insecurity and serving as connectors between patients, community organizations, and government services. Governments and payers must support these efforts by providing sufficient resources to practices to fulfill this role. In this position paper, the American College of Physicians (ACP) offers several policy recommendations to strengthen the federal food-insecurity response and empower physicians and other medical professionals to better address those social drivers of health occurring beyond the office doors.
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Affiliation(s)
- Josh Serchen
- American College of Physicians, Washington, DC (J.S.)
| | - Omar Atiq
- University of Arkansas for Medical Sciences, Little Rock, Arkansas (O.A.)
| | - David Hilden
- Hennepin Healthcare, Minneapolis, Minnesota (D.H.)
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19
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Roby E, Scott RM. Financial concern reduces child directed speech in a socioeconomically diverse sample. Sci Rep 2022; 12:9173. [PMID: 35654989 PMCID: PMC9163051 DOI: 10.1038/s41598-022-13177-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 05/18/2022] [Indexed: 11/09/2022] Open
Abstract
Socioeconomic status predicts the quantity and nature of child-directed speech that parents produce. However, the mechanisms underlying this relationship remain unclear. This study investigated whether the cognitive load imposed by resource scarcity suppresses parent talk by examining time-dependent variation in child-directed speech in a socioeconomically diverse sample. We predicted that child-directed speech would be lowest at the end of the month when Americans report the greatest financial strain. 166 parents and their 2.5 to 3-year-old children (80 female) participated in a picture-book activity; the number of utterances, word tokens, and word types used by parents were calculated. All three parent language measures were negatively correlated with the date of the month the activity took place, and this relationship did not vary with parental education. These findings suggest that above and beyond individual properties of parents, contextual factors such as financial concerns exert influence on how parents interact with their children.
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Affiliation(s)
- Erin Roby
- Department of Pediatrics, NYU Grossman School of Medicine, 550 First Ave., New York, NY, 10016, USA.
| | - Rose M Scott
- Psychological Sciences, University of California Merced, 5200 North Lake Road, Merced, CA, 95343, USA
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20
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Samuel LJ, Hladek M, Tian J, Roberts Lavigne LC, LaFave SE, Szanton SL. Propensity score weighted associations between financial strain and subsequent inflammatory biomarkers of aging among a representative sample of U.S. older adults. BMC Geriatr 2022; 22:467. [PMID: 35641938 PMCID: PMC9158352 DOI: 10.1186/s12877-022-03112-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Accepted: 05/04/2022] [Indexed: 11/27/2022] Open
Abstract
BACKGROUND Despite known socioeconomic disparities in aging-related outcomes, the underlying physiologic mechanisms are understudied. This study applied propensity score weighting to estimate the effect of financial strain on inflammation-related aging biomarkers among a national sample of older adults. METHODS Financial strain severe enough to lack money for housing, utilities, medical/prescription bills or food was measured among 4,593 community-dwelling National Health and Aging Trends Study participants aged ≥ 65 years in 2016. Inverse probability propensity score weights were generated based on 2015 background characteristics, including age, gender, race/ethnicity, income to poverty ratio, education, occupation, home ownership, retirement, Sect. 8 housing, Medicaid, food/energy assistance, childhood health, marital status, and U.S. region. Sampling weights additionally accounted for study design and non-response. RESULTS In propensity score-weighted analyses adjusting for age, gender, race/ethnicity, 2017 income to poverty ratio and education, those with 2016 financial strain had 15% higher IL-6 (p = 0.026) and 20% higher CRP levels (p = 0.002) in 2017 than those who were not strained, but did not differ with regard to hemoglobin A1c or CMV. In weighted comparisons, those with financial strain did not differ from those without with regard any 2015 background characteristics. CONCLUSIONS These results strengthen the etiologic evidence suggesting that financial strain increases inflammatory biomarkers among older adults. Importantly, inflammation is likely a key physiologic pathway contributing to socioeconomic disparities. Therefore, research is needed to address financial strain.
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Affiliation(s)
- Laura J Samuel
- Johns Hopkins University School of Nursing, 525 North Wolfe St., Baltimore, MD, 21205, USA.
| | - Melissa Hladek
- Johns Hopkins University School of Nursing, 525 North Wolfe St., Baltimore, MD, 21205, USA
| | - Jing Tian
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | | | - Sarah E LaFave
- Johns Hopkins University School of Nursing, 525 North Wolfe St., Baltimore, MD, 21205, USA
| | - Sarah L Szanton
- Johns Hopkins University School of Nursing, 525 North Wolfe St., Baltimore, MD, 21205, USA
- Department of Health Policy and Management, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
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21
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T M, Sulaiman KM, Drishti D, Srivastava S. Food insecurity and associated depression among older adults in India: evidence from a population-based study. BMJ Open 2022; 12:e052718. [PMID: 35440447 PMCID: PMC9020306 DOI: 10.1136/bmjopen-2021-052718] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
OBJECTIVE The present study aimed to examine the associations of several indicators of food insecurity with depression among older adults in India. DESIGN A cross-sectional study was conducted using country-representative survey data. SETTING AND PARTICIPANTS The present study uses data of the Longitudinal Aging Study in India conducted during 2017-2018. The effective sample size for the present study was 31 464 older adults aged 60 years and above. PRIMARY AND SECONDARY OUTCOME MEASURES The outcome variable was major depression among older adults. Descriptive statistics along with bivariate analysis was presented. Additionally, binary logistic regression analysis was used to establish the association between the depression and food security factors along with other covariates. RESULTS The overall prevalence of major depression was 8.4% among older adults in India. A proportion of 6.3% of the older adults reduced the size of meals, 40% reported that they did not eat enough food of their choice, 5.6% mentioned that they were hungry but did not eat, 4.2% reported that they did not eat for a whole day and 5.6% think that they have lost weight due to lack of enough food in the household. Older adults who reported to have reduced the size of meals due to lack of enough food (adjusted OR (AOR): 1.76, CI 1.44 to 2.15) were hungry but did not eat (AOR: 1.35, CI 1.06 to 1.72) did not eat food for a whole day (AOR: 1.33; CI 1.03 to 1.71), lost weight due to lack of food (AOR: 1.57; CI 1.30 to1.89) had higher odds of being depressed in reference to their respective counterparts. CONCLUSION The findings suggest that self-reported food insecurity indicators were strongly associated with major depression among older Indian adults. The national food security programmes should be enhanced as an effort to improve mental health status and quality of life among older population.
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Affiliation(s)
- Muhammad T
- Department of Family & Generations, International Institute for Population Sciences, Mumbai, India
| | - K M Sulaiman
- Department of Migration & Urban Studies, International Institute for Population Sciences, Mumbai, Maharashtra, India
| | - Drishti Drishti
- Department of Public Health & Mortality Studies, International Institute for Population Sciences, Mumbai, India
| | - Shobhit Srivastava
- Department of Survey Research & Data Analytics, International Institute for Population Sciences, Mumbai, India
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22
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Gundersen C, Seligman H. How Can We Fully Realize SNAP's Health Benefits? N Engl J Med 2022; 386:1389-1391. [PMID: 35417933 DOI: 10.1056/nejmp2200306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Affiliation(s)
- Craig Gundersen
- From the Baylor Collaborative on Hunger and Poverty, Baylor University, Waco, TX (C.G.); and the Center for Vulnerable Populations at San Francisco General Hospital, Department of Medicine, University of California, San Francisco, San Francisco (H.S.)
| | - Hilary Seligman
- From the Baylor Collaborative on Hunger and Poverty, Baylor University, Waco, TX (C.G.); and the Center for Vulnerable Populations at San Francisco General Hospital, Department of Medicine, University of California, San Francisco, San Francisco (H.S.)
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23
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Seligman HK, Levi R, Ridberg R, Smith M, Hills N, Waxman E. Impact of Enhanced Food Pantry Services on Food Security among Adults with Diabetes Using a Crossover Study Design. Curr Dev Nutr 2022; 6:nzac021. [PMID: 35415385 PMCID: PMC8989277 DOI: 10.1093/cdn/nzac021] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 12/01/2021] [Accepted: 02/07/2022] [Indexed: 11/18/2022] Open
Abstract
Food banks and pantries provide food to millions of food-insecure households each year. However, there has been limited research to understand the extent to which they improve food security. This is a secondary, prespecified analysis of a randomized controlled trial (ClinicalTrials.gov ID: NCT02569060). We examined whether an enhanced food bank intervention impacted the food security status of adults with diabetes. Using a crossover design, participants (n = 568) were randomly assigned to receive the intervention (usual pantry services plus twice-monthly diabetes-specific food boxes, diabetes self-management education, health care referrals, and glucose monitoring) or 6 mo of usual services. Results demonstrate a statistically significant improvement in food insecurity among participants following the intervention phase compared with the control phase (mean: 0.49-point decrease; 95% CI: 0.21, 0.77; P = 0.0006). This finding adds to evidence that the charitable food system plays an important role in mitigating short-term food insecurity for adults with diabetes.
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Affiliation(s)
- Hilary K Seligman
- School of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Ronli Levi
- School of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Ronit Ridberg
- Betty Irene Moore School of Nursing, University of California, Davis, Sacramento, CA, USA
| | | | - Nancy Hills
- School of Medicine, University of California, San Francisco, San Francisco, CA, USA
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Olstad DL, Beall R, Spackman E, Dunn S, Lipscombe LL, Williams K, Oster R, Scott S, Zimmermann GL, McBrien KA, Steer KJD, Chan CB, Tyminski S, Berkowitz S, Edwards AL, Saunders-Smith T, Tariq S, Popeski N, White L, Williamson T, L'Abbé M, Raine KD, Nejatinamini S, Naser A, Basualdo-Hammond C, Norris C, O'Connell P, Seidel J, Lewanczuk R, Cabaj J, Campbell DJT. Healthy food prescription incentive programme for adults with type 2 diabetes who are experiencing food insecurity: protocol for a randomised controlled trial, modelling and implementation studies. BMJ Open 2022; 12:e050006. [PMID: 35168964 PMCID: PMC8852661 DOI: 10.1136/bmjopen-2021-050006] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
INTRODUCTION The high cost of many healthy foods poses a challenge to maintaining optimal blood glucose levels for adults with type 2 diabetes mellitus who are experiencing food insecurity, leading to diabetes complications and excess acute care usage and costs. Healthy food prescription programmes may reduce food insecurity and support patients to improve their diet quality, prevent diabetes complications and avoid acute care use. We will use a type 2 hybrid-effectiveness design to examine the reach, effectiveness, adoption, implementation and maintenance (RE-AIM) of a healthy food prescription incentive programme for adults experiencing food insecurity and persistent hyperglycaemia. A randomised controlled trial (RCT) will investigate programme effectiveness via impact on glycosylated haemoglobin (primary outcome), food insecurity, diet quality and other clinical and patient-reported outcomes. A modelling study will estimate longer-term programme effectiveness in reducing diabetes-related complications, resource use and costs. An implementation study will examine all RE-AIM domains to understand determinants of effective implementation and reasons behind programme successes and failures. METHODS AND ANALYSIS 594 adults who are experiencing food insecurity and persistent hyperglycaemia will be randomised to a healthy food prescription incentive (n=297) or a healthy food prescription comparison group (n=297). Both groups will receive a healthy food prescription. The incentive group will additionally receive a weekly incentive (CDN$10.50/household member) to purchase healthy foods in supermarkets for 6 months. Outcomes will be assessed at baseline and follow-up (6 months) in the RCT and analysed using mixed-effects regression. Longer-term outcomes will be modelled using the UK Prospective Diabetes Study outcomes simulation model-2. Implementation processes and outcomes will be continuously measured via quantitative and qualitative data. ETHICS AND DISSEMINATION Ethical approval was obtained from the University of Calgary and the University of Alberta. Findings will be disseminated through reports, lay summaries, policy briefs, academic publications and conference presentations. TRIAL REGISTRATION NUMBER NCT04725630. PROTOCOL VERSION Version 1.1; February 2022.
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Affiliation(s)
- Dana Lee Olstad
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Reed Beall
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Eldon Spackman
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Sharlette Dunn
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Lorraine L Lipscombe
- 2Department of Medicine, Women's College Hospital, University of Toronto, Toronto, Ontario, Canada
| | - Kienan Williams
- Indigenous Wellness Core, Alberta Health Services, Calgary, Alberta, Canada
| | - Richard Oster
- Department of Agricultural, Food & Nutritional Sciences, University of Alberta, Edmonton, Alberta, Canada
| | - Sara Scott
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Gabrielle L Zimmermann
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Knowledge Translation Platform, Alberta SPOR SUPPORT Unit, Department of Pediatrics, Faculty of Medicine & Dentistry, University of Alberta, Edmonton, Alberta, Canada
| | - Kerry A McBrien
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Family Medicine, G012 Health Sciences Centre, 3330 Hospital Drive NW, Calgary, Alberta, Canada
| | - Kieran J D Steer
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Catherine B Chan
- Department of Agricultural, Food & Nutritional Sciences, University of Alberta, Edmonton, Alberta, Canada
- Department of Physiology, University of Alberta, Edmonton, Alberta, Canada
- Diabetes, Obesity and Nutrition Strategic Clinical Network, Alberta Health Services, Calgary, Alberta, Canada
| | - Sheila Tyminski
- Nutrition Services, Alberta Health Services, Edmonton, Alberta, Canada
| | - Seth Berkowitz
- Division of General Medicine and Clinical Epidemiology, Department of Medicine, University of North Carolina at Chapel Hill School of Medicine, Gatineau, Quebec, Canada
| | - Alun L Edwards
- Department of Medicine, Cumming School of Medicine, University of Calgary Foothills Medical Centre, Calgary, Alberta, Canada
| | - Terry Saunders-Smith
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Saania Tariq
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Naomi Popeski
- Diabetes, Obesity and Nutrition Strategic Clinical Network, Alberta Health Services, Calgary, Alberta, Canada
| | - Laura White
- Alberta Region, First Nations and Inuit Health Branch, Indigenous Services Canada, Edmonton, Alberta, Canada
| | - Tyler Williamson
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Mary L'Abbé
- Department of Nutritional Sciences, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Kim D Raine
- School of Public Health, University of Alberta, 3-300 Edmonton Clinic Health Academy, Edmonton, Alberta, Canada
| | - Sara Nejatinamini
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - Aruba Naser
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | | | - Colleen Norris
- Faculty of Nursing, University of Alberta, Edmonton, Alberta, Canada
- Cardiovascular Health and Stroke Strategic Clinic Network, Alberta Health Services, Calgary, Alberta, Canada
| | - Petra O'Connell
- Diabetes, Obesity and Nutrition Strategic Clinical Network, Alberta Health Services, Calgary, Alberta, Canada
| | - Judy Seidel
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Primary Health Care Integration Network, Primary Health Care, Alberta Health Services, Calgary, Alberta, Canada
| | - Richard Lewanczuk
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Calgary, Alberta, Canada
| | - Jason Cabaj
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
| | - David J T Campbell
- Department of Community Health Sciences, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada
- Department of Medicine, Cumming School of Medicine, University of Calgary Foothills Medical Centre, Calgary, Alberta, Canada
- Department of Cardiac Sciences, Cumming School of Medicine, University Drive NW, Calgary, Alberta, Canada
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Elhussein A, Anderson A, Bancks MP, Coday M, Knowler WC, Peters A, Vaughan EM, Maruthur NM, Clark JM, Pilla S. Racial/ethnic and socioeconomic disparities in the use of newer diabetes medications in the Look AHEAD study. LANCET REGIONAL HEALTH. AMERICAS 2022; 6:100111. [PMID: 35291207 PMCID: PMC8920048 DOI: 10.1016/j.lana.2021.100111] [Citation(s) in RCA: 22] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 10/19/2021] [Accepted: 10/21/2021] [Indexed: 12/31/2022]
Abstract
Background Among patients with type 2 diabetes, minority racial/ethnic groups have a higher burden of cardiovascular disease, chronic kidney disease, and hypoglycaemia. These groups may especially benefit from newer diabetes medication classes, but high cost may limit access. We examined the association of race/ethnicity with the initiation of newer diabetes medications (GLP-1 receptor agonists, DPP-4 inhibitors, SGLT-2 inhibitors). Methods We conducted a secondary analysis of the Look AHEAD (Action for Health in Diabetes) trial including participants with at least one study visit after April 28, 2005. Cox proportional hazards models were used to estimate the association between race/ethnicity and socioeconomic factors with time to initiation of any newer diabetes medication from April 2005 to February 2020. Models were adjusted for demographic and clinical characteristics. Findings Among 4,892 participants, 63.6%, 15.7%, 12.6%, 5.2%, and 2.9% were White, Black, Hispanic, American Indian or Alaskan Native (AI/AN), or other race/ethnicity, respectively. During a median follow-up of 8.3 years, 2,180 (45.2%) participants were initiated on newer diabetes medications. Race/ethnicity was associated with newer diabetes medication initiation (p=.019). Specifically, initiation was lower among Black (HR 0.81, 95% CI 0.70 -0.94) and AI/AN participants (HR 0.51, 95% CI 0.26-0.99). Yearly family income was inversely associated with initiation of newer diabetes medications (HR 0.78, 95% CI 0.62-0.98) comparing the lowest and highest income groups. Findings were mostly driven by GLP-1 receptor agonists. Interpretation These findings provide evidence of racial/ethnic disparities in the initiation of newer diabetes medications, independent of socioeconomic factors, which may contribute to worse health outcomes.
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Affiliation(s)
- Ahmed Elhussein
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Andrea Anderson
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Michael P Bancks
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Mace Coday
- Department of Preventive Medicine, The University of Tennessee Health Science Center, Memphis, TN, USA
| | - William C Knowler
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Phoenix, AZ, USA
| | - Anne Peters
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
| | | | - Nisa M. Maruthur
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Department of Medicine, Division of General Internal Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Welch Center for Prevention, Epidemiology and Clinical Research, Baltimore, MD, USA
| | - Jeanne M Clark
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Department of Medicine, Division of General Internal Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Welch Center for Prevention, Epidemiology and Clinical Research, Baltimore, MD, USA
| | - Scott Pilla
- Department of Medicine, Division of General Internal Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Welch Center for Prevention, Epidemiology and Clinical Research, Baltimore, MD, USA
| | - The Look AHEAD Research Group
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
- Department of Biostatistics and Data Science, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Epidemiology and Prevention, Wake Forest School of Medicine, Winston-Salem, NC, USA
- Department of Preventive Medicine, The University of Tennessee Health Science Center, Memphis, TN, USA
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Phoenix, AZ, USA
- Keck School of Medicine, University of Southern California, Los Angeles, CA, USA
- Department of Medicine, Baylor College of Medicine, Houston, TX, USA
- Department of Medicine, Division of General Internal Medicine, The Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Welch Center for Prevention, Epidemiology and Clinical Research, Baltimore, MD, USA
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Kurani SS, Heien HC, Sangaralingham LR, Inselman JW, Shah ND, Golden SH, McCoy RG. Association of Area-Level Socioeconomic Deprivation With Hypoglycemic and Hyperglycemic Crises in US Adults With Diabetes. JAMA Netw Open 2022; 5:e2143597. [PMID: 35040969 PMCID: PMC8767428 DOI: 10.1001/jamanetworkopen.2021.43597] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
IMPORTANCE Social determinants of health play a role in diabetes management and outcomes, including potentially life-threatening complications of severe hypoglycemia and diabetic ketoacidosis (DKA) or hyperglycemic hyperosmolar state (HHS). Although several person-level socioeconomic factors have been associated with these complications, the implications of area-level socioeconomic deprivation are unknown. OBJECTIVE To examine the association between area-level deprivation and the risks of experiencing emergency department visits or hospitalizations for hypoglycemic and hyperglycemic crises (ie, DKA or HHS). DESIGN, SETTING, AND PARTICIPANTS This cohort study used deidentified administrative claims data for privately insured individuals and Medicare Advantage beneficiaries across the US. The analysis included adults with diabetes who met the claims criteria for diabetes between January 1, 2016, and December 31, 2017. Data analyses were performed from November 17, 2020, to November 11, 2021. EXPOSURES Area deprivation index (ADI) was derived for each county for 2016 and 2017 using 17 county-level indicators from the American Community Survey. ADI values were applied to patients who were living in each county based on their index dates and were categorized according to county-level ADI quintile (with quintile 1 having the least deprivation and quintile 5 having the most deprivation). MAIN OUTCOMES AND MEASURES The numbers of emergency department visits or hospitalizations related to the primary diagnoses of hypoglycemia and DKA or HHS (ascertained using validated diagnosis codes in the first or primary position of emergency department or hospital claims) between 2016 and 2019 were calculated for each ADI quintile using negative binomial regression models and adjusted for patient age, sex, health plan type, comorbidities, glucose-lowering medication type, and percentage of White residents in the county. RESULTS The study population included 1 116 361 individuals (563 943 women [50.5%]), with a mean (SD) age of 64.9 (13.2) years. Of these patients, 343 726 (30.8%) resided in counties with the least deprivation (quintile 1) and 121 810 (10.9%) lived in counties with the most deprivation (quintile 5). Adjusted rates of severe hypoglycemia increased from 13.54 (95% CI, 12.91-14.17) per 1000 person-years in quintile 1 counties to 19.13 (95% CI, 17.62-20.63) per 1000 person-years in quintile 5 counties, corresponding to an incidence rate ratio of 1.41 (95% CI, 1.29-1.54; P < .001). Adjusted rates of DKA or HHS increased from 7.49 (95% CI, 6.96-8.02) per 1000 person-years in quintile 1 counties to 8.37 (95% CI, 7.50-9.23) per 1000 person-years in quintile 5 counties, corresponding to an incidence rate ratio of 1.12 (95% CI, 1.00-1.25; P = .049). CONCLUSIONS AND RELEVANCE This study found that living in counties with a high area-level deprivation was associated with an increased risk of severe hypoglycemia and DKA or HHS. The concentration of these preventable events in areas of high deprivation signals the need for interventions that target the structural barriers to optimal diabetes management and health.
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Affiliation(s)
- Shaheen Shiraz Kurani
- Division of Health Care Delivery Research, Mayo Clinic, Rochester, Minnesota
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota
| | - Herbert C. Heien
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota
| | - Lindsey R. Sangaralingham
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota
- OptumLabs, Eden Prairie, Minnesota
| | - Jonathan W. Inselman
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota
| | - Nilay D. Shah
- Division of Health Care Delivery Research, Mayo Clinic, Rochester, Minnesota
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota
| | - Sherita Hill Golden
- Division of Endocrinology, Diabetes, and Metabolism, Department of Medicine, Johns Hopkins Medicine, Baltimore, Maryland
- Office of Diversity, Inclusion, and Health Equity, Johns Hopkins Medicine, Baltimore, Maryland
| | - Rozalina G. McCoy
- Division of Health Care Delivery Research, Mayo Clinic, Rochester, Minnesota
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Rochester, Minnesota
- Division of Community Internal Medicine, Geriatrics, and Palliative Care, Department of Medicine, Mayo Clinic, Rochester, Minnesota
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Ojinnaka CO, Bruening M. Black-White racial disparities in health care utilization and self-reported health among cancer survivors: The role of food insecurity. Cancer 2021; 127:4620-4627. [PMID: 34415573 DOI: 10.1002/cncr.33871] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 08/02/2021] [Accepted: 08/06/2021] [Indexed: 12/22/2022]
Abstract
BACKGROUND Non-Hispanic Blacks continue to have worse cancer outcomes than non-Hispanic Whites. Suboptimal health care utilization and poor self-reported health among non-Hispanic Blacks contribute to these disparities. The relationship between race, food security status (FSS), and health care utilization or self-reported health among cancer survivors is not clear. This study aims to fill this gap in the science. METHODS The 2011-2018 National Health Interview Survey data were used. Bivariate and multivariable logistic regression analyses were used to examine the relationship between race (non-Hispanic Whites or non-Hispanic Blacks), FSS (high, marginal, low, or very low), health care utilization, and self-reported health among cancer survivors. Analyzed health care utilization measures included cost-related medication underuse (CRMU), cost-related delayed care, cost-related forgone care, seeing/talking to a medical specialist, seeing/talking to a general doctor, and overnight hospital stay. RESULTS A higher proportion of Blacks reported very low food security in comparison with Whites (10.58% vs 4.24%; P ≤ .0001). Blacks were significantly less likely to report a medical specialist visit and more likely to report fair/poor health in the past 12 months even after adjustments for FSS. There was a dose-response relationship between FSS and CRMU, cost-related delayed care, cost-related forgone care, overnight hospital stay, and self-reported health status for both Whites and Blacks. CONCLUSIONS Significant disparities in health care utilization and self-reported health across race and FSS persist among cancer survivors. Interventions that target food insecurity have the potential to reduce suboptimal health care utilization and self-reported health among cancer survivors.
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Affiliation(s)
| | - Meg Bruening
- College of Health Solutions, Arizona State University, Phoenix, Arizona
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Valluri S, Mason SM, Peterson HH, French SA, Harnack LJ. The impact of financial incentives and restrictions on cyclical food expenditures among low-income households receiving nutrition assistance: a randomized controlled trial. Int J Behav Nutr Phys Act 2021; 18:157. [PMID: 34863192 PMCID: PMC8642917 DOI: 10.1186/s12966-021-01223-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 11/10/2021] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND The Supplemental Nutrition Assistance Program (SNAP) is the largest anti-hunger program in the United States. Two proposed interventions to encourage healthier food expenditures among SNAP participants have generated significant debate: financial incentives for fruits and vegetables, and restrictions on foods high in added sugar. To date, however, no study has assessed the impact of these interventions on the benefit cycle, a pattern of rapid depletion of SNAP benefits that has been linked to worsening nutrition and health outcomes over the benefit month. METHODS Low-income households not currently enrolled in SNAP (n = 249) received benefits every 4 weeks for 12 weeks on a study-specific benefit card. Households were randomized to one of four study arms: 1) incentive (30% incentive for fruits and vegetables purchased with study benefits), 2) restriction (not allowed to buy sugar-sweetened beverages, sweet baked goods, or candy using study benefits), 3) incentive plus restriction, or 4) control (no incentive or restriction). Weekly household food expenditures were evaluated using generalized estimating equations. RESULTS Compared to the control group, financial incentives increased fruit and vegetable purchases, but only in the first 2 weeks after benefit disbursement. Restrictions decreased expenditures on foods high in added sugar throughout the benefit month, but the magnitude of the impact decreased as the month progressed. Notably, restrictions mitigated cyclical expenditures. CONCLUSIONS Policies to improve nutrition outcomes among SNAP participants should consider including targeted interventions in the second half of the month to address the benefit cycle and attendant nutrition outcomes. TRIAL REGISTRATION ClinicalTrial.gov, NCT02643576 . Retrospectively registered December 22, 2014.
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Affiliation(s)
- Sruthi Valluri
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, 1300 South 2nd Street, Suite 300, Minneapolis, MN, 55454, USA.
- University of Minnesota Medical School, Minneapolis, MN, USA.
| | - Susan M Mason
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, 1300 South 2nd Street, Suite 300, Minneapolis, MN, 55454, USA
| | - Hikaru Hanawa Peterson
- Department of Applied Economics, College of Food, Agricultural and Natural Resource Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Simone A French
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, 1300 South 2nd Street, Suite 300, Minneapolis, MN, 55454, USA
| | - Lisa J Harnack
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, 1300 South 2nd Street, Suite 300, Minneapolis, MN, 55454, USA
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Walker RJ, Walker RE, Mosley-Johnson E, Egede LE. Insights about interventions to address food insecurity in adults with type 2 diabetes: Valuable lessons from the stories of African Americans living in the inner city. PATIENT EDUCATION AND COUNSELING 2021; 104:2785-2790. [PMID: 33838940 PMCID: PMC8481339 DOI: 10.1016/j.pec.2021.03.032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 03/24/2021] [Accepted: 03/26/2021] [Indexed: 06/12/2023]
Abstract
OBJECTIVES This qualitative study aimed to gain insight from the perspectives of food insecure African Americans living in an inner city regarding important diabetes intervention strategies and components. METHODS Using a grounded theory approach, two focus groups (totaling 16 individuals) were conducted in Milwaukee, Wisconsin. Purposive, convenience sampling was used to identify food insecure adults with diabetes. Questions were asked using a moderator guide to explore challenges and barriers to managing diabetes within the context of food insecurity, and facilitators or resources that helped participants improve diabetes management. Questions were open ended and followed by probes asking for additional perspectives and personal experiences related to the overarching topic, and questions asking to clarify statements. RESULTS Overarching concepts and themes specific to possible interventions discussed during the focus groups included group education, peer support, access to community resources and programs, stress management, and faith-based programs as desired intervention outcomes. CONCLUSIONS Key findings from the current study show that inner-city African Americans with diabetes desire interventions that foster social and community support systems. PRACTICE IMPLICATIONS Given this insight, more robust and comprehensive interventions are needed to account for the multifaceted experience of food insecurity and diabetes within the inner-city environment.
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Affiliation(s)
- Rebekah J Walker
- Division of General Internal Medicine, Department of Medicine, Froedtert & The Medical College of Wisconsin, Milwaukee, WI, United States; Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Renee E Walker
- Zilber School of Public Health, University of Wisconsin at Milwaukee, Milwaukee, WI, United States
| | - Elise Mosley-Johnson
- Division of General Internal Medicine, Department of Medicine, Froedtert & The Medical College of Wisconsin, Milwaukee, WI, United States; Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, United States
| | - Leonard E Egede
- Division of General Internal Medicine, Department of Medicine, Froedtert & The Medical College of Wisconsin, Milwaukee, WI, United States; Center for Advancing Population Science, Medical College of Wisconsin, Milwaukee, WI, United States.
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Gold R, Sheppler C, Hessler D, Bunce A, Cottrell E, Yosuf N, Pisciotta M, Gunn R, Leo M, Gottlieb L. Using Electronic Health Record-Based Clinical Decision Support to Provide Social Risk-Informed Care in Community Health Centers: Protocol for the Design and Assessment of a Clinical Decision Support Tool. JMIR Res Protoc 2021; 10:e31733. [PMID: 34623308 PMCID: PMC8538020 DOI: 10.2196/31733] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 07/28/2021] [Accepted: 07/29/2021] [Indexed: 11/30/2022] Open
Abstract
Background Consistent and compelling evidence demonstrates that social and economic adversity has an impact on health outcomes. In response, many health care professional organizations recommend screening patients for experiences of social and economic adversity or social risks—for example, food, housing, and transportation insecurity—in the context of care. Guidance on how health care providers can act on documented social risk data to improve health outcomes is nascent. A strategy recommended by the National Academy of Medicine involves using social risk data to adapt care plans in ways that accommodate patients’ social risks. Objective This study’s aims are to develop electronic health record (EHR)–based clinical decision support (CDS) tools that suggest social risk–informed care plan adaptations for patients with diabetes or hypertension, assess tool adoption and its impact on selected clinical quality measures in community health centers, and examine perceptions of tool usability and impact on care quality. Methods A systematic scoping review and several stakeholder activities will be conducted to inform development of the CDS tools. The tools will be pilot-tested to obtain user input, and their content and form will be revised based on this input. A randomized quasi-experimental design will then be used to assess the impact of the revised tools. Eligible clinics will be randomized to a control group or potential intervention group; clinics will be recruited from the potential intervention group in random order until 6 are enrolled in the study. Intervention clinics will have access to the CDS tools in their EHR, will receive minimal implementation support, and will be followed for 18 months to evaluate tool adoption and the impact of tool use on patient blood pressure and glucose control. Results This study was funded in January 2020 by the National Institute on Minority Health and Health Disparities of the National Institutes of Health. Formative activities will take place from April 2020 to July 2021, the CDS tools will be developed between May 2021 and November 2022, the pilot study will be conducted from August 2021 to July 2022, and the main trial will occur from December 2022 to May 2024. Study data will be analyzed, and the results will be disseminated in 2024. Conclusions Patients’ social risk information must be presented to care teams in a way that facilitates social risk–informed care. To our knowledge, this study is the first to develop and test EHR-embedded CDS tools designed to support the provision of social risk–informed care. The study results will add a needed understanding of how to use social risk data to improve health outcomes and reduce disparities. International Registered Report Identifier (IRRID) PRR1-10.2196/31733
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Affiliation(s)
- Rachel Gold
- Kaiser Permanente Center for Health Research, Portland, OR, United States.,OCHIN, Inc., Portland, OR, United States
| | - Christina Sheppler
- Kaiser Permanente Center for Health Research, Portland, OR, United States
| | - Danielle Hessler
- University of California San Francisco, San Francisco, CA, United States
| | | | | | - Nadia Yosuf
- Kaiser Permanente Center for Health Research, Portland, OR, United States
| | | | - Rose Gunn
- OCHIN, Inc., Portland, OR, United States
| | - Michael Leo
- Kaiser Permanente Center for Health Research, Portland, OR, United States
| | - Laura Gottlieb
- University of California San Francisco, San Francisco, CA, United States
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31
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Abstract
BACKGROUND Food insecurity (FI) is an important public health issue for US veterans. For many veterans, civilian life is fraught with service-incurred health issues and socioeconomic challenges, each risk factors for FI. The FI literature on veterans is limited due to insufficient coverage of the topic's complexity and the methods used to study it in this population. No published analysis has evaluated how FI has been examined in US veterans. OBJECTIVES We assessed how FI has been examined in US military veterans by identifying (1) the major content areas, or domains, studied in association with FI and (2) the existing research gaps. METHODS A scoping literature review was conducted to map the main research domains of the FI literature and identify knowledge gaps. Electronic database and hand searches identified potentially relevant studies (n = 61). Data extraction, utilizing a standardized set of design parameters, was completed. Duplicate removal and application of inclusion/exclusion criteria resulted in the studies (n = 21) selected for critical review. RESULTS Eight research domains were determined: FI prevalence, health status, dietary practices, health care utilization, economic instability, homelessness/housing instability, food program participation, and community/emergency preparedness-the most dominant was health status and the least dominant were social determinants (ie, homelessness/housing instability, food program participation). Research on validity and usability of FI assessment methods in veterans was virtually absent. Military service factors, longitudinal effects, FI among women, intervention effectiveness, and other areas lacked sufficient inquiry. CONCLUSION Research is required on lesser examined content areas and methodology to optimize surveillance and policy for veteran FI.
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Affiliation(s)
- Yasmin S Cypel
- Epidemiology Program, Post-Deployment Health Services (12POP5), Office of Patient Care Services, 8267US Department of Veterans Affairs, Veterans Health Administration, Washington, DC, USA
| | - Jodie G Katon
- 49462US Department of Veterans Affairs (VA) Puget Sound Health Care System, Health Services Research and Development (HSR&D) Center of Innovation for Veteran-Centered and Value-Driven Care, Seattle, WA, USA.,Department of Health Services, University of Washington School of Public Health, Seattle, WA, USA
| | - Mark B Schure
- Department of Health & Human Development, 1705Montana State University, Bozeman, MT, USA
| | - Shanna Smith
- Epidemiology Program, Post-Deployment Health Services (12POP5), Office of Patient Care Services, 8267US Department of Veterans Affairs, Veterans Health Administration, Washington, DC, USA
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Ratzki-Leewing AA, Ryan BL, Buchenberger JD, Dickens JW, Black JE, Harris SB. COVID-19 hinterland: surveilling the self-reported impacts of the pandemic on diabetes management in the USA (cross-sectional results of the iNPHORM study). BMJ Open 2021; 11:e049782. [PMID: 34475174 PMCID: PMC8413474 DOI: 10.1136/bmjopen-2021-049782] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
MAIN OBJECTIVE To determine how and to what extent COVID-19 has affected real-world, self-reported glycaemic management in Americans with type 1 or type 2 diabetes taking insulin and/or secretagogues, with or without infection. DESIGN A cross-sectional substudy using data from the Investigating Novel Predictions of Hypoglycemia Occurrence using Real-world Models panel survey. SETTING USA. PARTICIPANTS Americans 18-90 years old with type 1 or 2 diabetes taking insulin and/or secretagogues were conveniently sampled from a probability-based internet panel. PRIMARY OUTCOME MEASURE A structured, COVID-19-specific questionnaire was administered to assess the impact of the pandemic (irrespective of infection) on socioeconomic, behavioural/clinical and psychosocial aspects of glycaemic management. RESULTS Data from 667 respondents (type 1 diabetes: 18%; type 2 diabetes: 82%) were analysed. Almost 25% reported A1c values ≥8.1%. Rates of severe and non-severe hypoglycaemia were 0.68 (95% CI 0.5 to 0.96) and 2.75 (95% CI 2.4 to 3.1) events per person-month, respectively. Ten respondents reported a confirmed or probable COVID-19 diagnosis. Because of the pandemic, 24% of respondents experienced difficulties affording housing; 28% struggled to maintain sufficient food to avoid hypoglycaemia; and 19% and 17% reported challenges accessing diabetes therapies and testing strips, respectively. Over one-quarter reported issues retrieving antihyperglycaemics from the pharmacy and over one-third reported challenges consulting with diabetes providers. The pandemic contributed to therapeutic non-adherence (14%), drug rationing (17%) and reduced monitoring (16%). Many struggled to keep track, and in control, of hypoglycaemia (12%-15%) and lacked social support to help manage their risk (19%). Nearly half reported decreased physical activity. Few statistically significant differences were observed by diabetes type. CONCLUSIONS COVID-19 was found to cause substantial self-reported deficiencies in glycaemic management. Study results signal the need for decisive action to restabilise routine diabetes care in the USA. TRIAL REGISTRATION NUMBER NCT04219514.
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Affiliation(s)
- Alexandria A Ratzki-Leewing
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
| | - Bridget L Ryan
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
- Department of Family Medicine, Western University Schulich School of Medicine and Dentistry, London, Ontario, Canada
| | | | | | - Jason E Black
- Department of Family Medicine, Western University Schulich School of Medicine and Dentistry, London, Ontario, Canada
| | - Stewart B Harris
- Department of Epidemiology and Biostatistics, Schulich School of Medicine and Dentistry, Western University, London, Ontario, Canada
- Department of Family Medicine, Western University Schulich School of Medicine and Dentistry, London, Ontario, Canada
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Vest JR, Kasthurirathne SN, Ge W, Gutta J, Ben-Assuli O, Halverson PK. Choice of measurement approach for area-level social determinants of health and risk prediction model performance. Inform Health Soc Care 2021; 47:80-91. [PMID: 34106026 DOI: 10.1080/17538157.2021.1929999] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Objective: The objective of this paper is to provide empirical guidance by comparing the performance of six different area-level SDoH measurement approaches in predicting patient referral to a social worker and hospital admission after a primary care visit.Methods: We compared the performance of six area-level SDoH measurement approaches in predicting patient referral to a social worker and hospital admission after a primary care visit using random forest classification algorithm. Data came from 209,605 patient encounters at a federally qualified health center. Models with each area-based measurement approach were compared against the patient-level data only model using area under the curve, sensitivity, specificity, and precision.Results: Addition of area-level features to patient-level data improved the overall performance of models predicting need for a social worker referral. Entering area-level measures as individual features resulted in highest model performance.Conclusion: Researchers seeking to include area-level SDoH measures in risk prediction may be able to forego more complex measurement approaches.
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Affiliation(s)
- J R Vest
- Department of Health Policy & Management, Indiana University Richard M. Fairbanks School of Public Health, Indianapolis, USA.,Center for Biomedical Informatics, Regenstrief Institute, Indianapolis, USA
| | - S N Kasthurirathne
- Center for Biomedical Informatics, Regenstrief Institute, Indianapolis, USA.,Department of Paediatrics, Indiana University School of Medicine, Indianapolis, USA
| | - W Ge
- Department of Health Policy & Management, Indiana University Richard M. Fairbanks School of Public Health, Indianapolis, USA
| | - J Gutta
- Department of Health Policy & Management, Indiana University Richard M. Fairbanks School of Public Health, Indianapolis, USA
| | - O Ben-Assuli
- Information Systems Management Department, Ono Academic College, Kiryat Ono, Israel
| | - P K Halverson
- Department of Health Policy & Management, Indiana University Richard M. Fairbanks School of Public Health, Indianapolis, USA
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Cho J, Marishak-Simon S, Smith DR, Stevens AB. The impact of a nutrition counseling program on the use of hospital services for Meals on Wheels clients. J Prev Interv Community 2021:1-13. [PMID: 34096479 DOI: 10.1080/10852352.2021.1930818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Home-delivered meals have shown considerable promise in overcoming nutritional challenges among homebound older adults facing food insecurity and the risk of diabetes, while nutrition counseling provides knowledge and skills for diabetes management. The purpose of this study was to identify the impact of a program combining nutrition counseling with home-delivered meals by examining the use of hospital services 6 months before and after participating in the program. This study included 1009 clients who are at risk for diabetes and who received home-delivered meals and nutrition counseling via Meals on Wheels in Fort Worth, Texas. Hospital service data were extracted from a regional claims database. Generalized linear models were performed to examine changes in use of hospital services 6 months before and after program participation. The mean number of emergency department visits and hospitalizations decreased from 0.69 to 0.50 (p < .001) and from 0.35 to 0.22 (p < .001), respectively. The findings of this study indicate that combining structured nutritional counseling with home-delivered meals may contribute to reducing healthcare use among older adults facing the challenges of diabetes and food insecurity.
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Affiliation(s)
- Jinmyoung Cho
- Baylor Scott & White Health, Temple, Texas, USA.,Texas A&M School of Public Health, College Station, Texas, USA
| | | | - Donald R Smith
- Area Agency on Aging, United Way of Tarrant County, Fort Worth, Texas, USA
| | - Alan B Stevens
- Baylor Scott & White Health, Temple, Texas, USA.,Texas A&M College of Medicine, Temple, Texas, USA
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35
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Community-dwelling older adults who are low-income and disabled weathering financial challenges. Geriatr Nurs 2021; 42:901-907. [PMID: 34098443 DOI: 10.1016/j.gerinurse.2021.04.025] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Revised: 04/26/2021] [Accepted: 04/28/2021] [Indexed: 11/20/2022]
Abstract
Despite interventions aiming to improve outcomes among older adults experiencing financial challenges, the challenges and strategies employed to handle them are poorly understood. This study examined the experiences of financial challenges among low-income adults aged ≥65 years. Eleven semi-structured interviews were analyzed using thematic analyses. An overarching theme was "I guess it balances", capturing attempts to maintain hope and proactively address challenges despite stress, uncertainty and limitations. Balancing was demonstrated within four domains, including cognitive bandwidth ("think a lot" versus "I don't dwell on that"), emotional experience ("depressing" versus "be thankful"), learned resilience ("that was a shock" versus "there's always a way"), and meeting daily needs ("we learned to do without" versus "take a dollar and stretch it"). Participants described being weathered by challenges and using predominately high-effort coping strategies to weather the challenges. These findings call for strengthening the safety net for older adults facing financial challenges.
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36
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Pasciak WE, Berg DN, Cherlin E, Fried T, Lipska KJ. Qualitative analysis of reasons for hospitalization for severe hypoglycemia among older adults with diabetes. BMC Geriatr 2021; 21:318. [PMID: 34001014 PMCID: PMC8130109 DOI: 10.1186/s12877-021-02268-w] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2020] [Accepted: 05/06/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Hospital admissions for severe hypoglycemia are associated with significant healthcare costs, decreased quality of life, and increased morbidity and mortality, especially for older adults with diabetes. Understanding the reasons for hypoglycemia hospitalization is essential for the development of effective interventions; yet, the causes and precipitants of hypoglycemia are not well understood. METHODS We conducted a qualitative study of non-nursing home patients aged 65 years or older without cognitive dysfunction admitted to a single tertiary-referral hospital with diabetes-related hypoglycemia. During the hospitalization, we conducted one-on-one, in-depth, semi-structured interviews to explore: (1) experiences with diabetes management among patients hospitalized for severe hypoglycemia; and (2) factors contributing and leading to the hypoglycemic event. Major themes and sub-themes were extracted using the constant comparative method by 3 study authors. RESULTS Among the 17 participants interviewed, the mean age was 78.9 years of age, 76.5% were female, 64.7% African American, 64.7% on insulin, and patients had an average of 13 chronic conditions. Patients reported: (1) surprise at hypoglycemia despite living with diabetes for many years; (2) adequate support, knowledge, and preparedness for hypoglycemia; (3) challenges balancing a diet that minimizes hyperglycemia and prevents hypoglycemia; (4) the belief that hyperglycemia necessitates medical intervention, but hypoglycemia does not; and (5) tension between clinician-prescribed treatment plans and self-management based on patients' experience. Notably, participants did not report the previously cited reasons for hypoglycemia, such as food insecurity, lack of support or knowledge, or treatment errors. CONCLUSIONS Our findings suggest that some hypoglycemic events may not be preventable, but in order to reduce the risk of hypoglycemia in older individuals at risk: (1) healthcare systems need to shift from their general emphasis on the avoidance of hyperglycemia towards the prevention of hypoglycemia; and (2) clinicians and patients need to work together to design treatment regimens that fit within patient capacity and are flexible enough to accommodate life's demands.
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Affiliation(s)
| | - David N Berg
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, USA.
| | - Emily Cherlin
- Yale School of Public Health and Yale Global Health Leadership Initiative, New Haven, CT, USA
| | - Terri Fried
- Clinical Epidemiology Research Center, VA Connecticut Healthcare System, West Haven, CT, USA
- Department of Internal Medicine, Division of Geriatrics, Yale School of Medicine, New Haven, CT, USA
| | - Kasia J Lipska
- Department of Internal Medicine, Section of Endocrinology, Yale School of Medicine, New Haven, CT, USA
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Bleich SN, Moran AJ, Vercammen KA, Frelier JM, Dunn CG, Zhong A, Fleischhacker SE. Strengthening the Public Health Impacts of the Supplemental Nutrition Assistance Program Through Policy. Annu Rev Public Health 2021; 41:453-480. [PMID: 32237988 DOI: 10.1146/annurev-publhealth-040119-094143] [Citation(s) in RCA: 25] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The US Department of Agriculture (USDA) Supplemental Nutrition Assistance Program (SNAP) is the cornerstone of the US nutrition safety net. Each month, SNAP provides assistance to 40 million low-income Americans-nearly half of them children. A number of changes could strengthen the public health impacts of SNAP. This review first presents a framework describing the mechanisms through which SNAP policy can influence public health, particularly by affecting the food security, the diet quality, and, subsequently, the health of SNAP participants. We then discusspolicy opportunities with the greatest potential to strengthen the public health impacts of SNAP, organized into three areas: (a) food production and distribution, (b) benefit allocation, and (c) eligibility and enrollment. For each section, we describe current policy and limitations of the status quo, suggest evidence-based opportunities for policy change to improve public health, and identify important areas for future research.
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Affiliation(s)
- Sara N Bleich
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts 02115, USA; , ,
| | - Alyssa J Moran
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, Maryland 21205, USA;
| | - Kelsey A Vercammen
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts 02115, USA;
| | - Johannah M Frelier
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts 02115, USA; , ,
| | - Caroline G Dunn
- Department of Health Policy and Management, Harvard T.H. Chan School of Public Health, Harvard University, Boston, Massachusetts 02115, USA; , ,
| | - Anthony Zhong
- Harvard College, Harvard University, Cambridge, Massachusetts 02138, USA;
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Valluri S, Mason SM, Peterson HH, Appelhans B, French SA, Harnack LJ. Associations between shopper impulsivity and cyclical food purchasing: Results from a prospective trial of low-income households receiving monthly benefits. Appetite 2021; 163:105238. [PMID: 33811946 DOI: 10.1016/j.appet.2021.105238] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Revised: 02/13/2021] [Accepted: 03/26/2021] [Indexed: 10/21/2022]
Abstract
Supplemental Nutrition Assistance Program (SNAP) benefits are rapidly depleted after distribution. This phenomenon, known as the benefit cycle, is associated with poor nutrition and health outcomes. Proposed interventions targeting the benefit cycle often focus on impulsive decision-making. However, it remains unclear whether shopper impulsivity is associated with food purchasing behavior. Using data from a prospective trial, we evaluate whether shopper impulsivity is associated with food purchasing behavior before and after households receive nutrition assistance. In this study, 249 low-income households in the Minneapolis-St. Paul, Minnesota, metropolitan area received monthly benefits for three months. Overall impulsivity and impulsivity subtraits of the primary shopper was assessed using the Barratt Impulsiveness Scale-11. Both total food expenditures and expenditures for two specific categories (fruits and vegetables, and foods high in added sugar) were evaluated. Generalized estimating equations were used to model household expenditures as a function of week since benefit distribution, impulsivity, and their interaction. Results showed that during the benefit period, food expenditures were cyclical and patterned by impulsivity. Shoppers with greater overall impulsivity spent $40.62 more in week 1 (p < 0.001). While more impulsive shoppers spent more on foods high in added sugar throughout the month (p < 0.05 for all weeks), no patterns were observed for fruits and vegetables. These findings suggest that greater impulsivity exacerbates cyclical food purchasing behavior. The impact of shopper impulsivity is especially notable for expenditures on foods high in added sugar. SNAP educational interventions to mitigate the benefit cycle may be strengthened by focusing on more impulsive shoppers and on strategies to reduce impulsive purchases of foods high in added sugar.
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Affiliation(s)
- Sruthi Valluri
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA; University of Minnesota Medical School, Minneapolis, MN, USA.
| | - Susan M Mason
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Hikaru Hanawa Peterson
- Department of Applied Economics, College of Food, Agricultural and Natural Resource Sciences, University of Minnesota, Minneapolis, MN, USA
| | - Brad Appelhans
- Department of Preventive Medicine, Rush Medical College, USA
| | - Simone A French
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
| | - Lisa J Harnack
- Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis, MN, USA
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Batra A, Hamad R. Short-term effects of the earned income tax credit on children's physical and mental health. Ann Epidemiol 2021; 58:15-21. [PMID: 33621630 DOI: 10.1016/j.annepidem.2021.02.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Revised: 02/09/2021] [Accepted: 02/15/2021] [Indexed: 10/22/2022]
Abstract
PURPOSE Child poverty is associated with worsened health, although there is limited research on whether U.S. poverty alleviation policies improve children's health. We examined the short-term effects of the earned income tax credit (EITC), among the largest U.S. poverty alleviation programs, on children's food insecurity, weight status, and mental health. METHODS Using data from the National Health Interview Survey (NHIS, 1998-2016), we examined the effects of the EITC using a quasi-experimental difference-in-differences methodology. About 90% of EITC-eligible individuals receive tax refunds in February-April, while NHIS interviews occur throughout the year. We took advantage of this timing of refund receipt to compare EITC-eligible families interviewed in February-April with those interviewed in the other months, "differencing out" seasonal trends in outcomes among noneligible families. Analyses involved multivariable linear regressions. RESULTS We found that food insecurity decreased in the months following EITC refund receipt, with no effects for weight status or mental health. Results were robust to alternative specifications. CONCLUSION While these findings suggest that food insecurity among vulnerable children was reduced immediately after EITC refund receipt, this also means that the EITC may contribute to cyclical food insecurity. Policies to enhance income stability may be one solution to address these findings.
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Affiliation(s)
- Akansha Batra
- Department of Epidemiology & Biostatistics, University of California San Francisco, San Francisco, CA.
| | - Rita Hamad
- Philip R. Lee Institute for Health Policy Studies, University of California San Francisco, San Francisco, CA; Department of Family & Community Medicine, University of California San Francisco, San Francisco, CA
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40
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Sutherland MW, Ma X, Reboussin BA, Mendoza JA, Bell BA, Kahkoska AR, Sauder KA, Lawrence JM, Pihoker C, Liese AD. Socioeconomic position is associated with glycemic control in youth and young adults with type 1 diabetes. Pediatr Diabetes 2020; 21:1412-1420. [PMID: 32902080 PMCID: PMC8054269 DOI: 10.1111/pedi.13112] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2020] [Revised: 08/28/2020] [Accepted: 09/02/2020] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVE Health inequities persist in youth and young adults (YYA) with type 1diabetes in achieving optimal glycemic control. The purpose of this study was to assess the contribution of multiple indicators of social need to these inequities. RESEARCH DESIGN AND METHODS Two hundred and twenty two YYA withtype 1 diabetes enrolled in the SEARCH Food Insecurity Study in South Carolina and Washington between the years 2013 and 2015 were included. Latent class analysis was used to identify socioeconomic profiles based on household income, parental education, health insurance, household food insecurity, and food assistance. Profiles were evaluated in relation to glycemic control using multivariable linear and logistic regression, with HbA1c > 9%(75 mmol/mol) defined as high-risk glycemic control. RESULTS Two profiles were identified: a lower socioeconomic profile included YYA whose parents had lower income and/or education, and were more likely to be uninsured, receive food assistance, and be food insecure. A higher socioeconomic profile included YYA whose circumstances were opposite to those in the lower socioeconomic profile. Those with a lower socioeconomic profile were more likely to have high-risk glycemic control relative to those with a higher socioeconomic profile (OR = 2.24, 95%CI = 1.16-4.33). CONCLUSIONS Lower socioeconomic profiles are associated with high-risk glycemic control among YYA with type 1 diabetes. This supports recommendations that care providers of YYA with type 1 diabetes assess individual social needs in tailoring diabetes management plans to the social context of the patient.
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Affiliation(s)
- Melanie W. Sutherland
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC
| | - Xiaonan Ma
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC
| | - Beth A. Reboussin
- Department of Biostatistical Sciences, Wake Forest University School of Medicine, Winston-Salem, NC
| | - Jason A. Mendoza
- Department of Pediatrics and Nutritional Sciences Program, University of Washington; Cancer Prevention Program, Fred Hutchinson Cancer Research Center; and Seattle Children’s Research Institute, Seattle, WA
| | - Bethany A. Bell
- College of Social Work, University of South Carolina, Columbia, SC
| | - Anna R. Kahkoska
- Department of Nutrition, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Katherine A. Sauder
- Department of Pediatrics, University of Colorado School of Medicine, Aurora, CO
| | - Jean M. Lawrence
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | | | - Angela D. Liese
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC
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Bergmans RS, Jannausch M, Ilgen MA. Prevalence of suicide ideation, planning and attempts among Supplemental Nutrition Assistance Program participants in the United States. J Affect Disord 2020; 277:99-103. [PMID: 32799110 PMCID: PMC7572757 DOI: 10.1016/j.jad.2020.07.129] [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: 01/17/2019] [Revised: 07/13/2020] [Accepted: 07/28/2020] [Indexed: 11/24/2022]
Abstract
BACKGROUND Suicide represents a substantial public health problem in the U.S. Programs like the Supplemental Nutrition Assistance Program (SNAP)-which provides services for U.S. adults who are food insecure-could be an appropriate venue for suicide prevention strategies targeting high-risk individuals. METHODS This cross-sectional study used multiple logistic regression to determine odds ratios (ORs) and 95% confidence intervals (CIs) for suicide ideation, planning and attempt among those who participated in SNAP vs. nonparticipants. The National Survey of Drug Use and Health provided a representative sample of U.S. adults for 2012-2018 (n = 288,730). RESULTS SNAP participants were more likely than nonparticipants to have serious suicidal thoughts (crude OR=1.89; 95% CI=1.79-1.99), to have a plan for suicide (crude OR=2.35; 95% CI=2.16-2.56) or to attempt suicide (crude OR=2.89; 95% CI=2.54-3.29). Associations remained for those aged <50 in age-stratified analyses that accounted for survey year, demographics, socioeconomic status, self-rated health and mental health service use. LIMITATIONS SNAP was assessed at the household level; thus, those who reported suicidal thoughts and/or behaviors may not personally interact with SNAP. CONCLUSION Using a large, nationally-representative sample of U.S. adults, this study documented greater prevalence of suicide-related outcomes among those who participate in SNAP. Suicide prevention among SNAP participants may provide a unique means to reach individuals who are often hard to engage in other health services.
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Hill-Briggs F, Adler NE, Berkowitz SA, Chin MH, Gary-Webb TL, Navas-Acien A, Thornton PL, Haire-Joshu D. Social Determinants of Health and Diabetes: A Scientific Review. Diabetes Care 2020; 44:dci200053. [PMID: 33139407 PMCID: PMC7783927 DOI: 10.2337/dci20-0053] [Citation(s) in RCA: 622] [Impact Index Per Article: 155.5] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Accepted: 09/25/2020] [Indexed: 02/03/2023]
Affiliation(s)
- Felicia Hill-Briggs
- Department of Medicine, Johns Hopkins University, Baltimore, MD
- Welch Center for Prevention, Epidemiology and Clinical Research, Johns Hopkins Medical Institutions, Baltimore, MD
| | - Nancy E Adler
- Department of Psychiatry and Behavioral Sciences, University of California San Francisco, San Francisco, CA
| | - Seth A Berkowitz
- Division of General Medicine and Clinical Epidemiology, University of North Carolina at Chapel Hill, Chapel Hill, NC
| | | | - Tiffany L Gary-Webb
- Departments of Epidemiology and Behavioral and Community Health Sciences, University of Pittsburgh, Pittsburgh, PA
| | - Ana Navas-Acien
- Department of Environmental Health Sciences, Columbia University, New York, NY
| | - Pamela L Thornton
- National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, Bethesda, MD
| | - Debra Haire-Joshu
- The Brown School and The School of Medicine, Washington University in St. Louis, St. Louis, MO
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Leddy AM, Weiser SD, Palar K, Seligman H. A conceptual model for understanding the rapid COVID-19-related increase in food insecurity and its impact on health and healthcare. Am J Clin Nutr 2020; 112:1162-1169. [PMID: 32766740 PMCID: PMC7454255 DOI: 10.1093/ajcn/nqaa226] [Citation(s) in RCA: 137] [Impact Index Per Article: 34.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 07/20/2020] [Indexed: 12/21/2022] Open
Abstract
Food insecurity, a well-established determinant of chronic disease morbidity and mortality, is rapidly increasing due to the coronavirus disease 2019 (COVID-19) pandemic. We present a conceptual model to understand the multiple mechanisms through which the economic and public health crises sparked by COVID-19 might increase food insecurity and contribute to poor health outcomes in the short- and long-term. We hypothesize that, in the short-term, increased food insecurity, household economic disruption, household stress, and interruptions in healthcare will contribute to acute chronic disease complications. However, the impact of the pandemic on food security will linger after social-distancing policies are lifted and the health system stabilizes, resulting in increased risk for chronic disease development, morbidity, and mortality among food-insecure households in the long-term. Research is needed to examine the impact of the pandemic-related increase in food insecurity on short- and long-term chronic health outcomes, and to delineate the underlying causal mechanisms. Such research is critical to inform the development of effective programs and policies to address food insecurity and its downstream health impacts during COVID-19 and future pandemics.
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Affiliation(s)
- Anna M Leddy
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA,Address correspondence to AML (e-mail: )
| | - Sheri D Weiser
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Kartika Palar
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Hilary Seligman
- Department of Medicine, University of California, San Francisco, San Francisco, CA, USA,Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
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Kerr D, Barua S, Glantz N, Conneely C, Kujan M, Bevier W, Larez A, Sabharwal A. Farming for life: impact of medical prescriptions for fresh vegetables on cardiometabolic health for adults with or at risk of type 2 diabetes in a predominantly Mexican-American population. BMJ Nutr Prev Health 2020; 3:239-246. [PMID: 33521534 PMCID: PMC7841821 DOI: 10.1136/bmjnph-2020-000133] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2020] [Revised: 09/01/2020] [Accepted: 09/03/2020] [Indexed: 12/18/2022] Open
Abstract
Introduction Poor diet is the leading cause of poor health in USA, with fresh vegetable consumption below recommended levels. We aimed to assess the impact of medical prescriptions for fresh (defined as picked within 72 hours) vegetables, at no cost to participants on cardiometabolic outcomes among adults (predominantly Mexican-American women) with or at risk of type 2 diabetes (T2D). Methods Between February 2019 and March 2020, 159 participants (122 female, 75% of Mexican heritage, 31% with non-insulin treated T2D, age 52.5 (13.2) years) were recruited using community outreach materials in English and Spanish, and received prescriptions for 21 servings/week of fresh vegetable for 10 weeks. Pre-post comparisons were made of weight; waist circumference; blood pressure; Hemoglobin A1c (HbA1c, a measure of long-term blood glucose control); self-reported sleep, mood and pain; vegetable, tortilla and soda consumption. After obtaining devices for this study, 66 of 72 participants asked, agreed to wear blinded continuous glucose monitors (CGM). Results Paired data were available for 131 participants. Over 3 months, waist circumference fell (−0.77 (95% CI −1.42 to 0.12) cm, p=0.022), as did systolic blood pressure (SBP) (−2.42 (95% CI −4.56 to 0.28) mm Hg, p=0.037), which was greater among individuals with baseline SBP >130 mm Hg (−7.5 (95% CI −12.4 to 2.6) mm Hg, p=0.005). Weight reduced by −0.4 (−0.7 to –0.04) kg, p=0.029 among women. For participants with baseline HbA1c >7.0%, HbA1c fell by −0.35 (-0.8 to –0.1), p=0.009. For participants with paired CGM data (n=40), time in range 70–180 mg/dL improved (from 97.4% to 98.9%, p<0.01). Food insecurity (p<0.001), tortilla (p<0.0001) and soda (p=0.013) consumption significantly decreased. Self-reported sleep, mood and pain level scores also improved (all p<0.01). Conclusions Medical prescriptions for fresh vegetables were associated with clinically relevant improvements in cardiovascular risk factors and quality of life variables (sleep, mood and pain level) in adults (predominantly Mexican-American and female) with or at risk of T2D. Trial registration number ClinicalTrials.gov Identifier: NCT03940300.
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Affiliation(s)
- David Kerr
- Sansum Diabetes Research Institute, Santa Barbara, California, USA
| | - Souptik Barua
- Electrical and Computer Engineering, Rice University, Houston, Texas, USA
| | - Namino Glantz
- Sansum Diabetes Research Institute, Santa Barbara, California, USA
| | - Casey Conneely
- Sansum Diabetes Research Institute, Santa Barbara, California, USA
| | - Mary Kujan
- Sansum Diabetes Research Institute, Santa Barbara, California, USA
| | - Wendy Bevier
- Sansum Diabetes Research Institute, Santa Barbara, California, USA
| | - Arianna Larez
- Sansum Diabetes Research Institute, Santa Barbara, California, USA
| | - Ashutosh Sabharwal
- Electrical and Computer Engineering, Rice University, Houston, Texas, USA
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Douglas F, MacIver E, Yuill C. A qualitative investigation of lived experiences of long-term health condition management with people who are food insecure. BMC Public Health 2020; 20:1309. [PMID: 32859179 PMCID: PMC7456079 DOI: 10.1186/s12889-020-09299-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2020] [Accepted: 07/26/2020] [Indexed: 12/31/2022] Open
Abstract
Background As more people are living with one or more chronic health conditions, supporting patients to become activated, self-managers of their conditions has become a key health policy focus both in the UK and internationally. There is also growing evidence in the UK that those with long term health conditions have an increased risk of being food insecure. While international evidence indicates that food insecurity adversely affects individual’s health condition management capability, little is known about how those so affected manage their condition(s) in this context. An investigation of lived experience of health condition management was undertaken with food insecure people living in north east Scotland. The study aimed to explore the challenges facing food insecure people in terms of, i. their self-care condition management practices, and ii. disclosing and discussing the experience of managing their condition with a health care professional, and iii. Notions of the support they might wish to receive from them. Methods Twenty in-depth interviews were conducted with individuals attending a food bank and food pantry in north east Scotland. Interview audio recordings were fully transcribed and thematically analysed. Results Individuals reporting multiple physical and mental health conditions, took part in the study. Four main themes were identified i.e.: 1. food practices, trade-offs and compromises, that relate to economic constraints and lack of choice; 2. illness experiences and food as they relate to physical and mental ill-health; 3. (in) visibility of participants’ economic vulnerability within health care consultations; and 4. perceptions and expectations of the health care system. Conclusions This study, the first of its kind in the UK, indicated that participants’ health condition management aspirations were undermined by the experience of food insecurity, and that their health care consultations in were, on the whole, devoid of discussions of those challenges. As such, the study indicated practical and ethical implications for health care policy, practice and research associated with the risk of intervention-generated health inequalities that were suggested by this study. Better understanding is needed about the impact of household food insecurity on existing ill health, wellbeing and health care use across the UK.
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Affiliation(s)
- Flora Douglas
- School of Nursing and Midwifery, Robert Gordon University, Aberdeen, Scotland.
| | - Emma MacIver
- School of Nursing and Midwifery, Robert Gordon University, Aberdeen, Scotland
| | - Chris Yuill
- School of Applied Social Sciences, Robert Gordon University, Aberdeen, Scotland
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Abstract
EXECUTIVE SUMMARY A growing literature regarding the health consequences of social risks, such as substandard housing and food insecurity, combined with increased adoption of risk-based payment models have contributed to a wave of healthcare sector initiatives focused on the social determinants of health. Yet decisions about how and when to address adverse social conditions are frequently guided by limited information about potential interventions and a lack of data on their effectiveness. We describe four complementary strategies that healthcare leaders can pursue to intervene on social adversity, split between patient care and community-level approaches. Patient care strategies rely on data about patients' social risks to adapt medical care or improve patients' social circumstances directly. Community-level strategies focus on improving the broader health and well-being of the local population through a mix of direct investments in communities and collaboration through multisector partnerships. Each approach presents unique incentives and challenges, and healthcare systems wanting to address social adversity may adopt one or more. Understanding the range of potential choices may help healthcare leaders make more informed choices in response to patient needs and changing payment and policy initiatives.
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Bergmans RS, Wegryn-Jones R. Examining associations of food insecurity with major depression among older adults in the wake of the Great Recession. Soc Sci Med 2020; 258:113033. [PMID: 32535473 PMCID: PMC7363549 DOI: 10.1016/j.socscimed.2020.113033] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Revised: 03/30/2020] [Accepted: 05/11/2020] [Indexed: 12/27/2022]
Abstract
As a psychosocial stressor, the degree to which food insecurity impacts major depression may be dependent on macro-level context, which can be examined in the wake of the Great Recession. The objective of this study was to determine (1) whether food insecurity transition status (i.e. initially food insecure, becoming food insecure, and remaining food insecure vs. not food insecure) was associated with major depression in older adults and; (2) whether this association was moderated by macro-level context. Data came from the United States Health and Retirement Study, 2008-2016. Multivariable logistic regression across all years revealed that major depression was associated with any exposure to food insecurity, however; this association was moderated by time period. Remaining food insecure was associated with major depression during all time periods. In contrast, becoming food insecure was associated with major depression in the years during and immediately following the Recession, but not in later time periods. Findings suggest that associations of food insecurity with major depression among older adults are moderated by macro-level context, consistent with theories of social comparison and relative disadvantage. Food insecurity may represent an important risk factor for major depression and mental health disparities across socioeconomic strata in old age. Thus, policies that increase access to food assistance programs or improve the quality of local food environments may buffer against the impact of food insecurity on depression and associated complications among older adults.
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Affiliation(s)
| | - Riley Wegryn-Jones
- University of Michigan, College of Literature, Science, and the Arts, USA
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Samuel L, Szanton SL, Fedarko NS, Simonsick EM. Leveraging naturally occurring variation in financial stress to examine associations with inflammatory burden among older adults. J Epidemiol Community Health 2020; 74:892-897. [PMID: 32665370 DOI: 10.1136/jech-2020-213807] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Revised: 04/27/2020] [Accepted: 06/25/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Financial strain is associated with earlier disability and mortality, but causal links are underexplored, partly because it is unethical to randomise people to financial stress. This study leverages naturally occurring random variation in days since monthly Social Security payment arrival among older adults to test associations with inflammatory biomarkers. METHODS Biomarker data, including tumour necrosis factor (TNF)-α, interleukin (IL)-6 and C reactive protein (CRP), was collected from 2155 non-working healthy adults aged 70-79 years, participating in the Health, Aging and Body Composition Study. Days since payment arrival was independent of all demographic, socioeconomic or health characteristics measured in this study. Restricted cubic spline models estimated associations separately for each week of the month, stratified by financial strain status (interaction term p value for TNF-α model <0.05). RESULTS Among financially strained older adults, more days since payment arrival was associated with higher TNF-α levels during the first week of the month (coefficient=0.102). Associations with IL-6 and CRP differed depending on the degree of financial strain (interaction term p values <0.05). Those with low, but not high, strain had lower levels of IL-6 (coefficient=-0.152) and CRP (coefficient=-0.179) during the first week. CONCLUSIONS Days since monthly payments were associated with inflammatory cytokines among older adults who have difficulty making ends meet financially and associations depended on financial strain severity, suggesting that results are attributable to monthly variation in financial stress. Future research should examine whether more frequent Social Security disbursement would modify financial strain and inflammatory biomarkers.
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Affiliation(s)
- Laura Samuel
- Johns Hopkins University School of Nursing, Baltimore, Maryland, USA
| | - Sarah L Szanton
- Johns Hopkins University School of Nursing, Baltimore, Maryland, USA
| | - Neal S Fedarko
- Division of Geriatric Medicine and Gerontology, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
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Participants' Experiences of the 2018-2019 Government Shutdown and Subsequent Supplemental Nutrition Assistance Program (SNAP) Benefit Disruption Can Inform Future Policy. Nutrients 2020; 12:nu12061867. [PMID: 32585839 PMCID: PMC7353319 DOI: 10.3390/nu12061867] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2020] [Revised: 06/10/2020] [Accepted: 06/16/2020] [Indexed: 11/17/2022] Open
Abstract
The federal government shutdown from 22 December 2018 to 25 January 2019 created an unprecedented disruption in Supplemental Nutrition Assistance Program (SNAP) benefits. We conducted a cross-sectional qualitative study to begin to capture how the disruption affected food security and wellbeing among a small sample of California SNAP participants. We collected data from 26 low-income adults in four focus groups in four diverse California counties. We found that participants routinely struggle to secure an adequate and healthy diet in the context of high costs of living, the shutdown and benefit disruption added to participants’ stress and uncertainty and exacerbated food insecurity, and it diminished some participants’ faith in government. Participants reported that, while having additional benefits in January felt like a relief from typical end-of-month deprivation, the subsequent extended gap between benefit distributions and a lack of clarity about future benefits caused cascading effects as participants later had to divert money from other expenses to buy food and faced added uncertainty about future economic stability. Additionally, the shutdown highlighted challenges related to the availability, timing, and tone of communications between participants and SNAP agencies. Participants recommended that SNAP adjust benefit and eligibility levels to better address costs of living, improve customer service, and avoid future disruptions.
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Heflin CM, Arteaga I, Ndashimye JF, Rabbitt MP. Childhood injuries and food stamp benefits: an examination of administrative data in one US state. BMC Pediatr 2020; 20:297. [PMID: 32552770 PMCID: PMC7298802 DOI: 10.1186/s12887-020-02084-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Accepted: 04/15/2020] [Indexed: 11/10/2022] Open
Abstract
Background Currently in the United States, childhood injuries are the leading cause of mortality and morbidity, resulting in an estimated 9.2 million emergency department visits and $17 billion annually in medical costs. For preschoolers, it is also the leading cause of disability. Methods We use linked administrative data for SNAP and Medicaid in Missouri from January 2010 to December 2013 to explore monthly patterns in the association between SNAP receipt and ER claims due to childhood injury for children age 0–5 and to examine if these patterns are sensitive to the timing of SNAP benefits. We chose the state of Missouri because unlike most states that disburse SNAP benefits within the first 10 days of the calendar month, Missouri pays SNAP benefits between the first twenty-two days of the month, based on the recipient’s birthdate and last name. Results SNAP benefits received later in the calendar month are associated with reductions in ER claims for childhood injuries. Furthermore, the final week in the SNAP benefit month is associated with an increase in ER claims for childhood injuries. Conclusion In terms of public policy, our results suggest that having SNAP disbursement later in the month may have benefits for households.
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Affiliation(s)
- Colleen M Heflin
- Public Administration and International Affairs, Syracuse University, 426 Eggers Hall, Syracuse, NY, 13244-1020, USA.
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