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Rural primary care: Implementation of a screening tool to improve care

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Abstract
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Purpose: The purpose of this project was to implement the American Diabetes Association (ADA) Diabetes Risk screening tool and measure adherence to the Diabetic Plate patient education protocol in a rural, primary care clinic in North Carolina (NC). Sample: The setting of the project was a small, outpatient, rural primary care clinic in Western NC that serves a town population of 7,492 persons. Those of any age with a BMI > 25 were eligible for screening. During implementation, 334 patients were seen, and 157 met eligibility criteria. Method: The participating healthcare provider and medical assistants administered the ADA screening tool to eligible patients during their visits. If the patient scored a five or higher, indicating high risk for diabetes, the provider would then provide ADA Diabetes Plate education to inform patients of early T2DM prevention techniques. Completed screening tools were collected bi-weekly and charts reviewed to assess provider and staff adherence with screening. Findings: Out of the 157 eligible patients, 89 patients were screened utilizing the diabetes risk assessment tool. Of the patients screened, 41 were deemed “high risk” and 32 of them received diabetes plate education from the provider. The participating provider and clinic were able to screen eligible patients utilizing the diabetes risk screening tool with a 56.69% success rate and 78.04% of high-risk patients received diabetes plate education. Conclusions: Limitations of the project included inconsistent screening and discrepancies between paper screening forms and EHR documentation. Despite limitations, final data suggests that implementation of the ADA diabetes risk assessment tool could be beneficial in rural regions where ease of access and affordability is paramount. Additionally, implementation of this easy-to-use tool within an existing EHR would likely improve staff screening compliance and improve patient follow-up.

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Lifetime risk to progress from pre-diabetes to type 2 diabetes among women and men: comparison between American Diabetes Association and World Health Organization diagnostic criteria
  • Nov 1, 2020
  • BMJ Open Diabetes Research & Care
  • Thijs T W Van Herpt + 8 more

IntroductionPre-diabetes, a status conferring high risk of overt diabetes, is defined differently by the American Diabetes Association (ADA) and the WHO. We investigated the impact of applying definitions of pre-diabetes...

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Cross-sectional survey study of primary care clinics on evidence-based colorectal cancer screening intervention use.
  • Nov 16, 2021
  • The Journal of Rural Health
  • Shinobu Watanabe‐Galloway + 7 more

The purpose of this study was to examine differences between urban and rural primary care clinics in the use of colorectal cancer (CRC) screening methods and evidence-based interventions to promote CRC screening. This was a cross-sectional survey of primary care clinics in Nebraska. Surveys in paper form were sent out and followed up with telephone interviews to nonrespondents. Of the 375 facilities, 263 (70.1%) responded to the survey. Over 30% of urban clinics indicated that 80% or more of their patients were meeting the CRC guidelines compared to 18.3% of rural clinics (P = .03). Rural clinics were more likely than urban clinics to prefer the use of colonoscopy alone or in combination with stool tests (P = .02). The most common interventions for CRC screening included one-on-one patient education and use of computer-based pop-ups to remind providers. In conclusion, we found some important differences between rural and urban primary care clinics in the implementation of CRC screening. Given that there is evidence for differences in preference for CRC screening methods (colonoscopy vs stool-based tests) between rural and urban community members, it is important to assess the effectiveness of different types of CRC screening interventions by comparing rural and urban primary care clinic patient populations.

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  • Cite Count Icon 25
  • 10.1007/s00125-024-06221-5
Ultra-processed food consumption and risk of diabetes: results from a population-based prospective cohort.
  • Jul 13, 2024
  • Diabetologia
  • Shutong Du + 5 more

Understanding the impact of the overall construct of ultra-processed foods on diabetes risk can inform dietary approaches to diabetes prevention. In this study, we aimed to evaluate the association between ultra-processed food consumption and risk of diabetes in a community-based cohort of middle-aged adults in the USA. We hypothesised that a higher intake of ultra-processed foods is associated with a higher risk of incident diabetes. The study included 13,172 participants without diabetes at baseline (1987-1989) in the Atherosclerosis Risk in Communities (ARIC) study. Dietary intake was assessed with a 66-item semiquantitative food frequency questionnaire, and foods were categorised by processing level using the Nova classification system. Ultra-processed food was analysed categorically (quartiles of energy-adjusted intake) and continuously (per one additional serving/day). We used Cox regression to evaluate the association of ultra-processed food intake with risk of diabetes with adjustment for sociodemographic characteristics, total energy intake, health behaviours and clinical factors. Over a median follow-up of 21 years, there were 4539 cases of incident diabetes. Participants in the highest quartile of ultra-processed food intake (8.4 servings/day on average) had a significantly higher risk of diabetes (HR 1.13; 95% CI 1.03, 1.23) compared with participants in the lowest quartile of intake after adjustment for sociodemographic, lifestyle and clinical factors. Each additional serving of ultra-processed food consumed daily was associated with a 2% higher risk of diabetes (HR 1.02; 95% CI 1.00, 1.04). Highest quartile consumption of certain ultra-processed food groups, including sugar- and artificially sweetened beverages, ultra-processed meats and sugary snacks, was associated with a 29%, 21% and 16% higher risk of diabetes, respectively, compared with the lowest quartile. We found that a higher intake of ultra-processed food was associated with higher risk of incident diabetes, particularly sugar- and artificially sweetened beverages, ultra-processed meats and sugary snacks. Our findings suggest interventions reducing ultra-processed food consumption and specific food groups may be an effective strategy for diabetes prevention.

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Improving the Referral Process, Timeliness, Effectiveness, and Equity of Access to Specialist Medical Services Through Electronic Consultation: Pilot Study.
  • Jul 10, 2019
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  • Véronique Nabelsi + 3 more

BackgroundAccess to specialty care remains a major challenge in the Canadian health care system. Electronic consultation (eConsult) services allow primary care providers to seek specialist advice often without needing the patient to go for a face-to-face consultation. It improves overall access to specialists and the referral process using an electronic care consultation service in urban and rural primary care clinics. This study describes the preliminary results of a pilot study with an eConsult service across 3 regions in the province of Quebec, Canada.ObjectiveThe main objective of this study was to provide a 1-year snapshot of the implementation of the eConsult Quebec Service in rural and urban primary care clinics to improve access to care and the specialty referral process for primary care providers (PCPs).MethodsWe established an eConsult service that covers urban and rural communities in 3 regions of Quebec. We conducted a quantitative analysis of all eConsult cases submitted from July 4, 2017, to December 8, 2018.ResultsFor over a year, 1016 eConsults have been generated during the course of this study. A total of 97 PCPs submitted requests to 22 specialty groups and were answered by 40 different specialists. The most popular specialty was internal medicine (224/1016, 22%). Overall, 63% (640/1016) of completed cases did not require a face-to-face visit. PCPs rated the service as being of high or very high value for themselves in 98% (996/1016) of cases.ConclusionsThe preliminary data highlight the success of the implementation of the eConsult Quebec Service across 6 primary care clinics. The eConsult platform proves to be effective, efficient, and well received by both patients and physicians. If used more widely, eConsult could help reducing wait times significantly. Recently, the Ministry of Health and Social Services of Quebec has identified developing a strategic plan to scale eConsults throughout other regions of the province as a top priority.

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  • Research Article
  • Cite Count Icon 8
  • 10.3389/fpubh.2023.1278103
The risk of developing type 2 diabetes mellitus among the students of Hail University, Saudi Arabia.
  • Sep 26, 2023
  • Frontiers in Public Health
  • Bahia Glalal Abd El-Razik Siam + 2 more

Globally, it is estimated that approximately 537 million adults are living with diabetes. Of them, more than 90% have type 2 diabetes (T2DM). In 2023, a previous meta-analysis showed that the prevalence of T2DM among the general adult population in Saudi Arabia was 28%. This study was conducted to assess the risk of developing T2DM among the students at Hail University, Saudi Arabia. This cross-sectional study was conducted in 2022/2023 among a census sample of 740 students (both genders, aged 17-26 years) studying at nine colleges of Hail University, Saudi Arabia. The diabetes risk score was assessed using the Australian Type 2 Diabetes Risk Assessment Tool (AUSDRISK). Anthropometric measurements were measured and recorded using standard methods. Socio-demographic variables were also obtained with an interview-based questionnaire. Statistical analysis was performed using SPSS version 25. A total of 740 students were included in the final analysis. Of them, 274 (37.0%) were male students and 466 (63.0%) were female students. The mean age of the study participants is 19.9 ± 1.6 years. The findings showed that 61.9% of the study participants were at intermediate and high risk of diabetes (59.7 and 2.2%, respectively). The majority 85.7% of male students were at intermediate risk of diabetes, and 5.8% were at high risk of diabetes. In total, 44.4% of female students were at intermediate risk of diabetes, and none of them were at high risk of diabetes. For the following variables (age, gender, college name, area of the university, academic years, weight, height, and BMI), the differences were statistically significant between different categories of diabetes risk scores (P-values < 0.005). More than half of the students at the Hail University of Saudi Arabia have an intermediate and high risk of T2DM. Male students are at a higher risk compared to female students. The high risk of T2DM among university students should be seriously considered.

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  • Cite Count Icon 8
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Prevention of cardiovascular disease in rural Australian primary care: an exploratory study of the perspectives of clinicians and high-risk men.
  • Jan 1, 2016
  • Australian Journal of Primary Health
  • Leigh Kinsman + 5 more

Rural primary care services have the potential to play a major role in reducing the gap in cardiovascular disease (CVD) outcomes between rural and metropolitan Australians, particularly in men at high risk of CVD. The aim of this study was to explore the self-reported behaviours and satisfaction with their general practice/practitioner of men at high risk of CVD, and attitudes of rural primary care clinicians regarding the role of primary care in CVD prevention. This observational research was addressed through survey questionnaires with rural men at high risk of CVD and semi-structured interviews with rural primary care clinicians. Fourteen rural primary care practices from towns with populations less than 25000 participated. One hundred and fifty-eight high-risk men completed the questionnaire. Their responses demonstrated poorly controlled risk factors despite a willingness to change. Alternatively, rural primary care clinicians (n=20) reported that patients were unlikely to change and that illness-based funding models inhibited cardiovascular preventive activities. Australians living in rural areas have worse CVD outcomes. In addition, there is a disparity in the assumptions of health providers and male patients at high risk of CVD in rural areas. This necessitates innovative rural primary care models that include a blended payment system that incentivises or funds preventive care alongside an emphasis on lifestyle advice, as well as an explicit strategy to influence clinician and patient behaviour to help address the disparity.

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  • Cite Count Icon 19
  • 10.1186/s12889-019-7402-0
Choosing the most appropriate existing type 2 diabetes risk assessment tool for use in the Philippines: a case-control study with an urban Filipino population
  • Aug 27, 2019
  • BMC Public Health
  • Gina Agarwal + 5 more

BackgroundAs the prevalence of type 2 diabetes (T2DM) increases in low- to middle-income countries, the burden on individuals and health care systems also increases. The use of diabetes risk assessment tools could identify those at risk, leading to prevention or early detection of diabetes. The aim of this study was to evaluate the appropriateness of 6 existing T2DM risk screening tools in detecting dysglycemia in Zamboanga City, Philippines.MethodsThis study used a case-control design in an urban setting in the southern Philippines. There were 200 participants in two groups: 1) those diagnosed with diabetes (n = 50; recruited from diabetes clinics) and 2) those with no previous diagnosis of diabetes (n = 150; recruited from community locations). Participants completed six tools (the Finnish Diabetes Risk Score [FINDRISC], the Canadian Diabetes Risk Score [CANRISK], the Indian Diabetes Risk Score [IDRS], the American Diabetes Association [ADA] risk score, an Indonesian undiagnosed diabetes mellitus [UDDM] scoring system, and a Filipino tool). Scores were compared to fasting plasma glucose levels, which are recommended in Philippines clinical practice guidelines as a valid, available, and low cost option for T2DM diagnosis. Appropriateness of tools was determined through accuracy, sensitivity, specificity, positive/negative predictive value (PPV, NPV), and positive/negative likelihood ratios.ResultsThe Filipino tool had the highest specificity (0.73) and PPV (0.27), but lowest sensitivity (0.68). The IDRS and Indonesian UDDM tool had the highest NPV at 0.96, but were not amongst the highest in other scores. The CANRISK tied for highest area under the receiver operating characteristic (ROC) curve (AUC), AUC (0.80), but other scores were not noteworthy. Overall, the FINDRISC was the most effective with highest sensitivity (0.94), tied for highest AUC (0.80), and with middle scores in other variables (specificity: 0.45, PPV: 0.20, NPV: 0.95), when using the published cut-off score of 9. When increasing the cut-off score to 11, specificity increased (0.71) and sensitivity was not greatly affected (0.86).ConclusionsOur results suggest that the FINDRISC is more suitable than other known diabetes risk assessment tools in an urban Filipino population; effectiveness increased with a higher cut-off score.

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  • Cite Count Icon 15
  • 10.1016/j.amepre.2020.03.018
Human Papillomavirus Immunization in Rural Primary Care
  • Jun 27, 2020
  • American Journal of Preventive Medicine
  • Rose Gunn + 9 more

Human Papillomavirus Immunization in Rural Primary Care

  • Research Article
  • Cite Count Icon 4
  • 10.1001/jamanetworkopen.2023.19038
Association of Spousal Diabetes Status and Ideal Cardiovascular Health Metrics With Risk of Incident Diabetes Among Chinese Adults
  • Jun 23, 2023
  • JAMA Network Open
  • Zhiyun Zhao + 40 more

ImportanceSpouses share common socioeconomic, environmental, and lifestyle factors, and multiple studies have found that spousal diabetes status was associated with diabetes prevalence. But the association of spousal diabetes status and ideal cardiovascular health metrics (ICVHMs) assessed by the American Heart Association’s Life’s Essential 8 measures with incident diabetes has not been comprehensively characterized, especially in large-scale cohort studies.ObjectiveTo explore the association of spousal diabetes status and cardiovascular health metrics with risk of incident diabetes in Chinese adults.Design, Setting, and ParticipantsThis cohort study included individuals in the China Cardiovascular Disease and Cancer Cohort without diabetes who underwent baseline and follow-up glucose measurements and had spouses with baseline glucose measurements. The data were collected in January 2011 to December 2012 and March 2014 to December 2016. The spousal study had a mean (SD) follow-up of 3.6 (0.9) years (median [IQR], 3.2 [2.9-4.5] years). Statistical analysis was performed from July to November 2022.ExposureSpousal diabetes status was diagnosed according to the 2010 American Diabetes Association (ADA) criteria. All participants provided detailed clinical, sociodemographic, and lifestyle information included in cardiovascular health metrics.Main Outcomes and MeasuresIncident diabetes, diagnosed according to 2010 ADA criteria.ResultsOverall, 34 821 individuals were included, with a mean (SD) age of 56.4 (8.3) years and 16 699 (48.0%) male participants. Spousal diabetes diagnosis was associated with an increased risk of incident diabetes (hazard ratio [HR], 1.15; 95% CI, 1.03-1.30). Furthermore, participants whose spouses had uncontrolled glycated hemoglobin (HbA1c) had a higher risk of diabetes (HR, 1.20; 95% CI, 1.04-1.39) but the risk of diabetes in participants whose spouses had controlled HbA1c did not increase significantly (HR, 1.10; 95% CI, 0.92-1.30). Moreover, this association varied with composite cardiovascular health status. Diabetes risk in individuals who had poor cardiovascular health status (&amp;amp;lt;4 ICVHMs) was associated with spousal diabetes status (3 ICVHMs: HR, 1.50; 95% CI, 1.15-1.97), while diabetes risk in individuals who had intermediate to ideal cardiovascular health status (≥4 ICVHMs) was not associated with it (4 ICVHMs: HR, 1.01; 95% CI, 0.69-1.50).Conclusions and RelevanceIn this study, spousal diabetes diagnosis with uncontrolled HbA1c level was associated with increased risk of incident diabetes, but strict management of spousal HbA1c level and improving ICVHM profiles may attenuate the association of spousal diabetes status with diabetes risk. These findings suggest the potential benefit of couple-based lifestyle or pharmaceutical interventions for diabetes.

  • Research Article
  • Cite Count Icon 94
  • 10.3945/ajcn.111.029942
Associations of processed meat and unprocessed red meat intake with incident diabetes: the Strong Heart Family Study
  • Mar 1, 2012
  • The American Journal of Clinical Nutrition
  • Amanda M Fretts + 8 more

Associations of processed meat and unprocessed red meat intake with incident diabetes: the Strong Heart Family Study

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  • Cite Count Icon 1
  • 10.11565/arsmed.v46i2.1781
Community-level screening for type 2 diabetes risk in Mexicans living in Colorado
  • Jun 24, 2021
  • ARS MEDICA Revista de Ciencias Médicas
  • Ricardo Gonzalez-Fisher + 4 more

Introduction: Many Mexican immigrants to the US are medically underserved and have a higher risk for type 2 diabetes; early identification of risk factors can prompt referrals to lifestyle changes and primary care in this population. We used a cross-sectional study design to assess diabetes risk using an existing community partnership, a public health professional, and a lay health promoter model to identify individuals at high risk for diabetes without imposing tests that are difficult to perform or sustain in a community setting. Materials and Methods: Between January 1st, 2018, and December 31st, 2019, a community-based approach for type 2 diabetes-risk screening was conducted by lay health workers using a standard protocol including an educational component, the FINDRISC questionnaire, and capillary plasma glucose criteria. Basic descriptive statistics were obtained for demographic, lifestyle, and diabetes risk factors. Results: Our team screened 783 adult individuals (444 females and 339 males) for type 2 diabetes risk. 29% of participants (35.6% of females and 20.6% of males) were at high risk of type 2 diabetes because they had FINDRISC scores of 14 or higher. We also identified other risk factors, 79% of females and 86% of males were overweight or obese, and 39% had high blood pressure; consequently, we referred 427 patients to their PCP or a new medical home. Conclusions: The use of a community-based intervention using the FINDRISC type 2 diabetes risk assessment tool is a suitable, easy to perform intervention that can be applied in community settings by community lay health promoters.

  • Research Article
  • Cite Count Icon 11
  • 10.1353/hpu.0.0302
Anxiety Disorders in Rural Primary Care: Use of the MINI to Estimate Prevalence in Clinic Patients
  • May 1, 2010
  • Journal of Health Care for the Poor and Underserved
  • Shayna L Marks + 3 more

Anxiety disorders are a common problem, but there are few estimates of their prevalence in rural areas. The purpose of the present study was to determine the prevalence of anxiety disorders in rural Northern California and compare the rural rates with those nationally and at urban primary care clinics. The Mini-International Neuropsychiatric Interview was administered to patients seeking care at rural primary care clinics in Northern California as a psychiatric screening tool. Over three years, 3,462 patients were screened at five clinics, and the prevalence was compared with published primary care prevalences.1 The observed rate of panic disorder was 9.5%, social phobia was 8.5%, and generalized anxiety disorder (GAD) was 21.9%. Compared with population estimates, these rates are unusually high. This apparent difference may reflect socio-demographic characteristics of rural primary care populations. The prevalence of anxiety disorders in rural primary care clinics may have implications for clinical care and service delivery systems.

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  • Research Article
  • 10.17352/ojpch.000027
Cardio-metabolic risk stratification and life style interventions for risk reduction among overweight and obese school children
  • Jul 20, 2020
  • Open Journal of Pediatrics and Child Health
  • Kamale Shardul + 4 more

Background and Objectives: Childhood obesity strongly correlates with risk of developing type 2 diabetes and cardiovascular disease in the future. Screening of school children for diabetes and cardiovascular disease risk will be effective in identifying children at risk of developing cardio metabolic diseases and successfully enrolling them in a lifestyle modification program. Methodology: School children in the age group of 10-18 years were screened using BMI as a determining tool for obesity. The Healthy Heart Score for CVD risk prediction and Indian Diabetes Risk Score (IDRS) were used to categorize the obese and overweight children as having high, medium and low CVD and diabetes risk. The participants were imparted educational intervention based on WHO CVD Risk Reduction Guidelines and the impact of structured educational intervention was assessed. Results: In the present study, out of the 305 children who were screened, 10.16% were found to be overweight and 3.93% were obese. Maximum proportion of overweight children fell under the moderate risk of developing diabetes (68.2%) category whereas proportion of obese children with moderate and high diabetes risk was found to be 44.4% and 55.5% respectively. In addition, it was observed that 31.2% of overweight children had moderate CVD risk and 68.2% had high CVD risk. Among the obese children, 11.1% were stratified as having moderate CVD risk and 88.9% as high CVD risk. Structured educational intervention resulted in a significant increase in knowledge regarding preventive Strategies for Cardio-metabolic risk modification. Conclusion: 74.2% and 35.5% of obese and overweight children were stratified as having high CVD risk and diabetes risk respectively. Educational Intervention resulted in a significant increase in knowledge regarding preventive strategies for CVD and Diabetes Risk {related to weight control, salt intake, saturated fat restriction, physical activity, maintaining blood pressure} among obese or overweight children.

  • Research Article
  • Cite Count Icon 4
  • 10.1177/21501319231214513
Assessing Social Needs and Engaging Community Health Workers in Underserved Kansas Counties: Insights From Primary Care Providers and Clinic Managers.
  • Jan 1, 2023
  • Journal of primary care & community health
  • Kristina M Bridges + 13 more

Rural and under-resourced urban communities face unique challenges in addressing patients' social determinants of health needs (SDoH). Community health workers (CHWs) can support patients experiencing social needs, yet little is known about how rural and under-resourced primary care clinics are screening for SDoH or utilizing CHWs. Interviews were conducted with primary care clinic providers and managers across a geographically large and predominately rural state to assess screening practices for SDoH and related community resources, and perspectives on using CHWs to address SDoH. Interviews were conducted by phone, recorded, and transcribed. Data were analyzed using thematic analysis. We completed interviews with 27 respondents (12 providers and 15 clinic managers) at 26 clinics. Twelve (46.1%) clinics had a standardized process for capturing SDoH, but this was primarily limited to Medicare wellness visits. Staffing and time were identified as barriers to proper SDoH screening. Lack of transportation and affordable medication were the most cited SDoH. While respondents were all aware of CHWs, only 8 (30.8%) included a CHW on their care team. Perceived barriers to engaging CHWs included cost, space, and availability of qualified CHWs. Perceived benefits of engaging CHWs in their practice were: assisting patients with navigating resources and programs, relieving clinical staff of non-medical tasks, and bridging language barriers. Rural and under-resourced primary care clinics need help in identifying and addressing SDoH. CHWs could play an important part in addressing social needs and promoting preventive care if financial constraints could be addressed and local CHWs could be trained.

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  • Cite Count Icon 27
  • 10.1186/s12889-021-10776-y
Association between alcohol consumption status and obesity-related comorbidities in men: data from the 2016 Korean community health survey
  • Apr 15, 2021
  • BMC Public Health
  • Bo-Yeon Kim + 7 more

BackgroundThis study was performed to investigate the association between the amount of alcohol consumption or binge drinking and obesity-related comorbidities in Korean men.MethodsA total of 103,048 men aged 19 years or older were investigated in the 2016 Korean Community Health Survey. The participants were divided into five groups according to the standard number of alcoholic drinks consumed per week.ResultsOf the total participants, 20.7% were in the high alcohol consumption group, consuming more than 28 drinks per week. After adjustment for clinical factors, high alcohol consumption was significantly associated with higher odds ratios (ORs) of obesity (OR, 1.449; 95% confidence interval [CI], 1.412 to 1.591; P < 0.0001), hypertension (OR, 1.76; 95% CI, 1.636 to 1.894; P < 0.0001), and dyslipidemia (OR, 1.356; 95% CI, 1.247 to 1.474; P < 0.0001). In contrast, mild to moderate alcohol consumption was associated with a lower risk of diabetes (OR, 0.799; 95% CI, 0.726 to 0.88; P = 0.0015) and high alcohol consumption was not associated with a higher risk of diabetes (OR, 0.945; 95% CI, 0.86 to 1.039; P = 0.0662). Among drinkers, except for social drinkers, binge drinking was significantly associated with higher risks of obesity, hypertension, diabetes, and dyslipidemia.ConclusionsHigh alcohol consumption was associated with higher risks of obesity, hypertension, and dyslipidemia in Korean men. In contrast, high consumption was not associated with a higher risk of diabetes. In particular, binge drinkers were associated with higher risks of obesity, hypertension, diabetes, and dyslipidemia compared to non-binge drinkers.

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