亚洲免费av电影一区二区三区,日韩爱爱视频,51精品视频一区二区三区,91视频爱爱,日韩欧美在线播放视频,中文字幕少妇AV,亚洲电影中文字幕,久久久久亚洲av成人网址,久久综合视频网站,国产在线不卡免费播放

        ?

        Cost or revenue: is diabetes prevention doomed due to misalignment of incentives?

        2020-04-04 15:01:10ArchMainous3rdSandhyaYadavZhigangXieJinhaiHuo
        Family Medicine and Community Health 2020年1期

        Arch G Mainous 3rd, Sandhya Yadav, Zhigang Xie, Jinhai Huo

        Diabetes is a chronic, progressive disease characterised by elevated levels of blood glucose. Diabetes has reached epidemic proportions.12The prevalence of diagnosed diabetes in the USA in 2016 is 23 million people, of which 91% were type 2 diabetes.1

        The strategy of screening for and treating pre- diabetes for diabetes prevention is endorsed by the US Preventive Services Task Force (USPSTF), the American Diabetes Association (ADA), Diabetes UK, the National Health Service in the UK and Diabetes Canada.Detection and treatment of pre- diabetes is a fundamental strategy in diabetes prevention.3-8Although there may be some slight differences between countries in the definition of prediabetes, in the USA, both the USPSTF and the ADA suggest screening for pre- diabetes among middle- aged adults (USPSTF-individuals 40-70 who are overweight or obese; ADAindividuals 45 and older) at the HbA1c level of 5.7%-6.4%.34Without treatment or lifestyle modifications, 15%-30% of people with prediabetes will develop type 2 diabetes within 5 years. As for pre- diabetes, it is estimated that 86 million American adults have pre- diabetes(or 37% of adults) and approximately 88% of them do not know they have it.9

        Treatment of pre- diabetes is associated with delayed onset of diabetes and thus has economic benefits of preventing any downstream costs of diabetes care. The National Diabetes Prevention Programme (DPP), a clinical research study to evaluate prevention of diabetes, found that lifestyle alterations were quite effective at preventing prediabetes from progressing into diabetes and thus, minimising the incidence of diabetes in people at high risk. Further, studies have found the original DPP to be cost- effective.10Unfortunately, even when laboratory results are consistent with pre- diabetes, primary care physicians’ treatment recommendations are not optimal for diabetes prevention.11

        In addition to the morbidity and mortality associated with diabetes, the cost of diabetes care in the USA is substantial accounting for one in four healthcare dollars.1213On average, patients with diagnosed diabetes have medical expenditures 2.3 times higher than patients without diabetes.

        lLLuSTRATlON OF THE vALuE OF DlABETES PREvENTlON

        We undertook an analysis to determine the impact of not screening and treating prediabetes versus recommended strategies for screening and treating pre- diabetes as diabetes prevention. We used as a starting point the US population who would be recommended for screening and treatment by the US Preventive Services Task Force,individuals with undiagnosed pre- diabetes aged 40-70 years who are overweight or obese. The estimate comes from data from the National Health and Nutrition Examination Survey 2015-2016. HbA1c values between 5.7% and 6.4% were used as an indicator of pre- diabetes.

        We included the cost of HbA1c test and physician office visit for both Medicare and privately insured population to estimate the total screening cost. We assumed that each person will have two level-3 physician visits and receive one HbA1c test per visit. All persons after positive screening test will be assumed to be receiving a follow- up test to confirm the diagnosis (the USPSTF recommends a follow- up with the same test). These assumptions are guideline consistent. The cost of test and physician visits were estimated using the physician fee schedule from Centers for Medicare and Medicaid Services (CMS) for study population of ages 66 and above and a conversion factor (229%) was used to estimate the screening cost for privately insured population below 66 years of age. This conversion factor used to estimate the screening cost under private health plans was taken from a study conducted by Rand Corporation.14

        We looked at the downstream cost of preventing transition to diabetes (cost of the screening test and the prevention treatment) versus transition to diabetes. We used the data from the DPP Outcomes Study to estimate how many will progress to diabetes if they got preventive treatment versus left untreated.15We predicted the incidence of diabetes in the next 20 years for our study population under three scenarios: (1) no intervention, (2) lifestyle intervention and (3) metformin intervention. We used the probability estimates from a previously conducted randomised control trial to predict the number of new cases and cumulative cases of diabetes in our 20 years prediction model for all three scenarios.10According to this study, the yearly transition probabilities from prediabetes to diabetes were 5.3% for lifestyle intervention,6.4% for metformin and 7.8% for no intervention. We estimated the 20- year cost of both lifestyle and metformin interventions using the results from the same trial which also reported the yearly cost of each intervention (ie, lifestyle and metformin).

        We estimated the yearly cost of diabetes in our 20- year model using results of a recently published study, which reported the economic burden of diabetes if it is not prevented.16According to the study, the average annual burden per case for diagnosed diabetes is US$13 240.We multiplied the annual number of individuals who will transition to diabetes in the USA by the average annual healthcare expenditure per case for diagnosed diabetes, that is, US$13 240 to estimate the yearly cost of diabetes under all three scenarios: lifestyle intervention,metformin intervention and no intervention. Cost- savings were estimated by comparing lifestyle and metformin interventions with no intervention. Figures 1 and 2 show the number of cases of diabetes and the cost of diabetes for the US population under those different strategies.Not surprisingly, our example showed that for the population, costs for screening and treatment are higher for prevention strategies than doing nothing at the beginning but costs decrease over time compared with the do nothing group.

        DlABETES PREvENTlON WORKS AND DECREASES COSTS, SO WHY lS lT NOT EMBRACED?

        On a population level, this treatment of expenditures as cost may make sense.13However, in a fee- for service world, health systems are incentivised to see this expenditure not as cost but rather as revenue. Paying for a DPP without a means to bill and collect money from payers is not in the financial interest of the health system.Although some insurance companies do cover insured members who participate in a DPP, coverage among insured patients is by no means universal. As cynical and counterintuitive for the provision of healthcare as it may sound, keeping the health system’s patients from developing diabetes is not a way to ensure a steady revenue stream. Managing diabetes once patients have developed it provides revenue to the health system through laboratory tests, physician visits, procedures and hospitalisations. When thinking of value- based reimbursement,currently, the healthcare system and quality measures are so entrenched towards diabetes management that major quality indicators for diabetes do not include prevention.

        Figure 1 The 20- year prediction model of cumulative diabetes cases under three scenarios: lifestyle intervention, metformin intervention and no intervention.

        Figure 2 The 20- year cost prediction model under three scenarios: lifestyle intervention, metformin intervention and no intervention.

        Both the Medicare Merit- based Incentive Payment System in CMS’s Quality Payment Programme and Healthcare Effectiveness Data and Information Set from the National Committee for Quality Assurance have quality measures for diabetes but do not include diabetes prevention in their activities, only management of diabetes postdiagnosis.17In other words, it costs money for most health systems that have a fee- for- service case mix to prevent diabetes but managing diabetes has substantial revenue through extra utilisation. Thus, it is misleading to classify all expenditures for diabetes as ‘costs’ since it is revenue for many stakeholders.

        HOW DO WE MOvE TO DlABETES PREvENTlON?

        We need to align incentives for diabetes to keep patients well rather than using a business model based on waiting for patients to get sick and then treating them. We need to move to a population health orientation where disease prevention has financial benefits to the providers. The goal should be the health of the population and keeping them well. This can and is done in health plans that are capitated, and providers realise that downstream expenditures cost them money rather than making money.Experiments on bundling of payments are a first step but incentivising keeping patients well rather than paying for care once they are sick would seem to be the way to address not only the diabetes epidemic but other chronic diseases as well.

        ContributorsAll authors participated in the conception, design and writing of the manuscript.

        FundingThe authors have not declared a specific grant for this research from any funding agency in the public, commercial or not- for- profit sectors.

        Competing interestsNone declared.

        Patient consent for publicationNot required.

        Provenance and peer reviewNot commissioned; externally peer reviewed.

        Open accessThis is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY- NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non- commercially,and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non- commercial. See: http:// creativecommons. org/ licenses/ by- nc/ 4. 0/.

        国产亚洲精品精品综合伦理| 亚洲线精品一区二区三区八戒| 少妇高潮惨叫久久久久电影| 国产精品自拍视频在线| 亚洲精品电影院| 人妻系列无码专区久久五月天 | 草青青视频手机免费观看| 综合偷自拍亚洲乱中文字幕| 亚洲国产精品福利片在线观看| 丝袜美女污污免费观看的网站| 亚洲一区视频中文字幕| 亚洲av日韩av激情亚洲| 国产亚洲av无码专区a∨麻豆| 亚洲欧美日韩精品中文乱码| 亚洲无人区一码二码国产内射| 性高朝久久久久久久3小时| 午夜福利麻豆国产精品| 亚洲高清有码在线观看| 91精品国产高清久久福利| 国产免费又爽又色又粗视频| 亚洲av高清一区二区三| 亚洲精品一区久久久久久| 无码片久久久天堂中文字幕| 国产av三级精品车模| 国产无遮挡aaa片爽爽| 亚洲av无码一区二区三区性色 | 亚洲人成在线播放网站| 色欲av自慰一区二区三区| 日本久久精品免费播放| 亚洲熟女熟妇另类中文| 乱子伦一区二区三区| 可以免费观看的毛片| 国产白浆流出一区二区| 国模gogo无码人体啪啪| 欧美老熟妇欲乱高清视频| 91精品综合久久久久m3u8| 亚州中文热码在线视频| 亚洲av日韩精品久久久久久久 | 国产情侣久久久久aⅴ免费| 亚洲一区二区高清精品| 日日麻批免费高清视频|