Impacts of Norway's extended free choice reform on waiting times and hospital visits.

Norway's extended free choice (EFC) reform extends the patient's choice of publicly funded hospitals for treatment to authorized private institutions (EFC providers). We study the effects of the reform on waiting times, number of visits, and patients' Charlson Comorbidity Index scores in public hospitals. We use a difference-in-differences model to compare changes over time for public hospitals with and without EFC providers in the catchment area. Focusing on five prevalent somatic services, we find that the EFC reform did not exert pressure on public hospitals to stimulate shorter waiting times and more visits. Moreover, we do not find that the sum of public and private visits increased. When we compare patient comorbidity between public hospitals and EFC providers, we find that for non-invasive diagnostic services, patient comorbidity is lower in EFC providers. For surgical services, we detect no difference in patient comorbidities between public and EFC providers.

Technology adoption by primary care physicians.

We study primary care physicians' prevention and monitoring technology adoption. Physicians' adoption decisions are based on benefits and costs, which depend on payment incentives, educational assistance, and market characteristics. The empirical study uses national Norwegian register and physician claims data between 2009 and 2014. In 2006, a new annual comprehensive checkup for Type 2 diabetic patients was introduced. A physician collects a fee for each checkup. In 2013, an education assistance program was introduced in two Norwegian counties. We estimate adoption decisions by fixed-effect regressions, and two-part and hazard models. We use a difference-in-difference model to estimate the education program impact. Fixed-effect estimations and separate analyses of physicians who have moved between municipalities support a peer effect. The education program has a strongly positive effect, which is positively associated with a physician's number of diabetic patients, and the fraction of physician-adopters in the same market.

Cost-Effectiveness Analysis of Trauma-Focused Cognitive Behavioral Therapy: A Randomized Control Trial among Norwegian Youth.

Traumatic events by young people can adversely affect their psychological and social well-being when left untreated. This can result in high costs for society. In this study, we aimed to evaluate whether trauma-focused cognitive behavioral therapy (TF-CBT) is a cost-effective alternative to therapy as usual (TAU). Individual-level data were collected from 2008 to 2013, as part of a randomized control trial in Norwegian youth, 10-18 years of age, presenting with symptoms of posttraumatic stress (N = 156). Health outcomes, costs, and patient and family characteristics were recorded. Health-related quality of life (HRQoL) was measured with the 16D instrument, and quality-adjusted life-years (QALYs) were derived; total costs included the costs of therapy, and last we calculated the incremental cost-effectiveness ratio (ratio of differences in costs and QALYs gained). We performed nonparametric bootstrapping and used the results to draw a cost-effectiveness acceptability curve depicting the probability that TF-CBT is cost-effective. HRQoL increased in both treatment groups, whereas no significant differences in QALYs were observed. Resource use measured in minutes per session was significantly higher in the TF-CBT group; however, total minutes of therapy and costs were not significantly different between the two groups. In addition, use of resources, such as psychological counseling services, welfare services, and medication, was lower in the TF-CBT group posttreatment. The likelihood of TF-CBT being cost-effective varied from 91% to 96%. TF-CBT is likely to be a cost-effective alternative to standard treatment and should be recommended as the guideline treatment for youth with posttraumatic stress disorder.

Use of hospital-based health care services among children aged 1 through 9 years who were born very preterm - a population-based study.

BACKGROUND: Very preterm (VPT) children, with a birth weight below 1500 g or delivered before 32 weeks of gestational age, are at increased risk of poorer long-term health outcomes and higher rates of hospitalization in childhood. However, considerable variation exists in the need for in-hospital care within this population. We assessed the utilization and distribution of hospital-based care from ages 1 through 9 years for a nationwide population. METHODS: This was a population-based cohort of VPT children born in the period 2001-2009. We evaluated their utilization of hospital care in 2008-2010, when aged 1-9 years old. Outcomes were the incidence of hospital admissions and outpatient visits. We used Poisson regression models with multiple imputation of missing data. RESULTS: Children born VPT had more hospital admissions compared with the general population of children aged 1-9 years. The rates of hospital admissions and outpatient visits were strongly related to clinical characteristics of the child at birth and age at admission/outpatient visit but to only a variable and minor degree to characteristics pertaining to maternal health, the sociodemographic factors, and geographical proximity to hospital services. CONCLUSIONS: Prior to this study, hospital utilization during the period 5-9 years old has been poorly documented. We found that excess utilization of hospital resources on average declines with increasing age. We also noted substantial differences in the use of hospital care across age groups and clinical factors for VPT children. The added information from the health status of mothers, social background, and geographic measures of access was limited.

Does the new cooperative medical scheme reduce inequality in catastrophic health expenditure in rural China?

BACKGROUND: In 2003, the New Cooperative Medical Scheme (NCMS) was introduced in China to re-establish health insurance for the country's vast rural population. In addition, the coverage of NCMS has been expanding after the new health care reform launched in 2009. This study aims to examine whether the NCMS and its recent expansion have reached the goal of reducing the risk and inequality of catastrophic health spending for rural residents in China. METHODS: We conducted a face-to-face household survey in three counties of the Shandong province in 2009 and 2012. Using this unique panel data, we examined the changes in the incidence and intensity of catastrophic health expenditures (CHEs) before and after NCMS reimbursement. We used concentration index (CI) and decomposition method to study the changes in inequality in CHEs. RESULTS: We found that NCMS reimbursement played a role of reducing both the incidence and intensity of CHEs, and that this impact was stronger after the new health care reform was launched. After reimbursement, the concentration indices for CHEs were 0.073 and 0.021 in 2009 and 2012, indicating that the rich had a greater tendency to incur CHEs and there existed less inequality in the incidence of CHEs after reimbursement in 2012 compared with 2009. The decomposition analysis results suggested that changes in CHE inequality between 2009 and 2012 were attributed to changes in economic status and household size rather than reimbursement levels. CONCLUSIONS: Our results indicated that inequality was shrinking from 2009 to 2012, which could be a result of fewer rich people having CHEs in 2012 compared with 2009. The impact of NCMS in alleviating the financial burden of rural residents was still limited, especially among the poor. Health care reform policies in China that aim to reduce CHEs must continue to place an emphasis on improving reimbursement, cost containment, and reducing income inequalities.

Risk adjustment in measurements of predicted mortality after myocardial infarction.

BACKGROUND: In 2014, the government introduced elements of quality-based funding (pay-for-performance) for the hospital sector. Survival is included as a quality indicator. If such quality indicators are to be used for funding purposes, it must be established that the observed variations are caused by conditions that the hospital trusts are able to influence, and not by any underlying variables. The objective of this study was to investigate how the predicted mortality after myocardial infarction was influenced by various forms of risk adjustment. MATERIAL AND METHOD: Data from the Norwegian Patient Register on 10,717 patients who had been discharged with the diagnosis of myocardial infarction in 2009 were linked to data on socioeconomic status, comorbidity, travel distances and mortality. The predicted 30-day mortality after myocardial infarction was analysed at the hospital-trust level, using three different models for risk adjustment. RESULTS: Unadjusted 30-day mortality was highest in the catchment area of Førde Hospital Trust (12.5%) and lowest in Asker og Bærum (5.2%). Risk adjustment changed the estimates of mortality for many of the hospital trusts. In the model involving the most comprehensive risk adjustment, mortality was highest in the catchment area of Akershus University Hospital (10.9%) and lowest in the catchment areas of Sunnmøre Hospital Trust (5.2%) and Nordmøre og Romsdal Hospital Trust (5.2%). INTERPRETATION: The variation in treatment quality between the hospital trusts, as measured by predicted mortality after myocardial infarction, is influenced by the methods used for risk adjustment. If the quality-based funding scheme is to continue, well-documented models for risk adjustment of the quality indicators need to be established.

Comparative Analysis of Treatment Costs in EUROHOPE.

This study examines the challenges of estimating risk-adjusted treatment costs in international comparative research, specifically in the European Health Care Outcomes, Performance, and Efficiency (EuroHOPE) project. We describe the diverse format of resource data and challenges of converting these data into resource use indicators that allow meaningful cross-country comparisons. The three cost indicators developed in EuroHOPE are then described, discussed, and applied. We compare the risk-adjusted mean treatment costs of acute myocardial infarction for four of the seven countries in the EuroHOPE project, namely, Finland, Hungary, Norway, and Sweden. The outcome of the comparison depends on the time perspective as well as on the particular resource use indicator. We argue that these complementary indicators add to our understanding of the variation in resource use across countries.

Socio-economic Inequality in the Use of Procedures and Mortality Among AMI Patients: Quantifying the Effects Along Different Paths.

It is not known whether inequality in access to cardiac procedures translates into inequality in mortality. In this paper, we use a path analysis model to quantify both the direct effect of socio-economic status on mortality and the indirect effect of socio-economic status on mortality as mediated by the provision of cardiac procedures. The study links microdata from the Finnish and Norwegian national patient registers describing treatment episodes with data from prescription registers, causes-of-death registers and registers covering education and income. We show that socio-economic variables affect access to percutaneous coronary intervention in both countries, but that these effects are only moderate and that the indirect effects of the socio-economic factors on mortality through access to percutaneous coronary intervention are minor. The direct effects of income and education on mortality are significantly larger. We conclude that the socio-economic gradient in the use of percutaneous coronary intervention adds to socio-economic differences in mortality to little or no extent.

Outcome, Use of Resources and Their Relationship in the Treatment of AMI, Stroke and Hip Fracture at European Hospitals.

The aim of the present study was to compare the quality (survival), use of resources and their relationship in the treatment of three major conditions (acute myocardial infarction (AMI), stroke and hip fracture), in hospitals in five European countries (Finland, Hungary, Italy, Norway and Sweden). The comparison of quality and use of resources was based on hospital-level random effects models estimated from patient-level data. After examining quality and use of resources separately, we analysed whether a cost-quality trade-off existed between the hospitals. Our results showed notable differences between hospitals and countries in both survival and use of resources. Some evidence would support increasing the horizontal integration: higher degrees of concentration of regional AMI care were associated with lower use of resources. A positive relation between cost and quality in the care of AMI patients existed in Hungary and Finland. In the care of stroke and hip fracture, we found no evidence of a cost-quality trade-off. Thus, the cost-quality association was inconsistent and prevailed for certain treatments or patient groups, but not in all countries.

Pragmatic randomized controlled trial comparing a complex telemedicine-based intervention with usual care in patients with chronic conditions.

This study evaluates a complex telemedicine-based intervention targeting patients with chronic health problems. Computer tablets and home telemonitoring devices are used by patients to report point-of-care measurements, e.g., blood pressure, blood glucose or oxygen saturation, and to answer health-related questions at a follow-up center. We designed a pragmatic randomized controlled trial to compare the telemedicine-based intervention with usual care in six local centers in Norway. The study outcomes included health-related quality of life (HRQoL) based on the EuroQol questionnaire (EQ-5D-5L), patient experiences, and utilization of healthcare. We also conducted a cost-benefit analysis to inform policy implementation, as well as a process evaluation (reported elsewhere). We used mixed methods to analyze data collected during the trial (health data, survey data and interviews with patients and health personnel) as well as data from national health registers. 735 patients were included during the period from February 2019 to June 2020. One year after inclusion, the effects on the use of healthcare services were mixed. The proportion of patients receiving home-based care services declined, but the number of GP contacts increased in the intervention group compared to the control group. Participants in the intervention group experienced improved HRQoL compared to the control group and were more satisfied with the follow-up of their health. The cost-benefit of the intervention depends largely on the design of the service and the value society places on improved safety and self-efficacy.

Cohort profile: Outcomes & Multi-morbidity In Type 2 diabetes (OMIT) - a national registry-based observational cohort with focus on care and treatment of key high-risk groups in Norway.

PURPOSE: The 'Outcomes & Multi-morbidity in Type 2 Diabetes' (OMIT) is an observational registry-based cohort of Norwegian patients with type 2 diabetes (T2D) established to study high-risk groups often omitted from randomised clinical trials. PARTICIPANTS: The OMIT cohort includes 57 572 patients with T2D identified via linkage of Norwegian Diabetes Register for Adults and the Rogaland-Oslo-Salten-Akershus-Hordaland study, both offering data on clinical patient characteristics and drug prescriptions. Subsequently these data are further linked to the Norwegian Prescription Database for dispensed medications, the Norwegian Population Register for data on death and migration, Statistics Norway for data on socioeconomic factors and ethnicity and the Norwegian Directorate of Health for data on the general practices and clinical procedures involved in the care of cohort patients. OMIT offers large samples for key high-risk patient groups: (1) young-onset diabetes (T2D at age <40 years) (n=6510), (2) elderly (age >75 years) (n=15 540), (3) non-Western ethnic minorities (n=9000) and (4) low socioeconomic status (n=20 500). FINDINGS TO DATE: On average, patient age and diabetes duration is 67.4±13.2 and 12.3±8.3 years, respectively, and mean HbA1c for the whole cohort through the study period is 7.6%±1.5% (59.4±16.3 mmol/mol), mean body mass index (BMI) and blood pressure is 30.2±5.9 kg/m2 and 135±16.1/78±9.8 mm Hg, respectively. Prevalence of retinopathy, coronary heart disease and stroke is 10.1%, 21% and 6.7%, respectively. FUTURE PLANS: The OMIT cohort features 5784 subjects with T2D in 2006, a number that has grown to 57 527 in 2019 and is expected to grow further via repeated linkages performed every third to fifth year. At the next wave of data collection, additional linkages to Norwegian Patient Registry and Norwegian Cause of Death Registry for data on registered diagnoses and causes of death, respectively, will be performed.

Market conditions and general practitioners' referrals.

We study how market conditions influence referrals of patients by general practitioners (GPs). We set up a model of GP referral for the Norwegian health care system, where a GP receives capitation payment based on the number of patients in his practice, as well as fee-for-service reimbursements. A GP may accept new patients or close the practice to new patients. We model GPs as partially altruistic, and compete for patients. We show that a GP operating in a more competitive market has a higher referral rate. To compete for patients and to retain them, a GP satisfies patients' requests for referrals. Furthermore, a GP who faces a patient shortage will refer more often than a GP who does not. Tests with Norwegian GP radiology referral data support our theory.

Myocardial Infarction Care Among The Elderly: Declining Treatment With Increasing Age In Two Countries.

The elderly account for the majority of medical spending in many countries, raising concerns about potentially unnecessary spending, especially during the final months of life. Using a well-defined starting point (hospitalization for an initial acute myocardial infarction) with evidence-based postevent treatments, we examined age trends in treatments in the US and Norway, two countries with high levels of per capita medical spending. After accounting for comorbidities, we found marked decreases within both countries in the use of invasive treatments with age (for example, less use of percutaneous coronary interventions and surgery) and the use of relatively inexpensive medications (for example, less use of anticholesterol [statin] drugs for which generic versions are widely available). The treatment decreases with age were larger in Norway compared with those in the US. The less frequent treatment of the oldest of the old, without even use of basic medications, suggests potential age-related bias and a disconnect with the evidence on treatment value. Hospital organization and payment in both countries should incentivize greater equity in treatment use across ages.

Service motives and profit incentives among physicians.

We model physicians as health care professionals who care about their services and monetary rewards. These preferences are heterogeneous. Different physicians trade off the monetary and service motives differently, and therefore respond differently to incentive schemes. Our model is set up for the Norwegian health care system. First, each private practice physician has a patient list, which may have more or less patients than he desires. The physician is paid a fee-for-service reimbursement and a capitation per listed patient. Second, a municipality may obligate the physician to perform 7.5 h/week of community services. Our data are on an unbalanced panel of 435 physicians, with 412 physicians for the year 2002, and 400 for 2004. A physician's amount of gross wealth and gross debt in previous periods are used as proxy for preferences for community service. First, for the current period, accumulated wealth and debt are predetermined. Second, wealth and debt capture lifestyle preferences because they correlate with the planned future income and spending. The main results show that both gross debt and gross wealth have negative effects on physicians' supply of community health services. Gross debt and wealth have no effect on fee-for-service income per listed person in the physician's practice, and positive effects on the total income from fee-for-service. The higher income from fee-for-service is due to a longer patient list. Patient shortage has no significant effect on physicians' supply of community services, a positive effect on the fee-for-service income per listed person, and a negative effect on the total income from fee for service. These results support physician preference heterogeneity.

Kidney transplantation: an attractive and cost-effective alternative for older patients? A cost-utility study.

BACKGROUND: In the elderly, kidney transplantation is associated with increased survival and improved health-related quality of life compared with dialysis treatment. We aimed to study the short-term health economic effects of transplantation in a population of elderly kidney transplant candidates. METHODS: Self-perceived health, quality-adjusted life years (QALYs) and costs were evaluated and compared 1 year before and 1 year after kidney transplantation in patients included in a single-centre prospective study of 289 transplant candidates ≥65 years of age. RESULTS: Self-perceived health and QALYs both significantly improved after transplantation. At 1 year, the costs per QALY were substantially higher for transplantation (€88 100 versus €76 495), but preliminary analyses suggest a favourable long-term health economic effect. CONCLUSIONS: Kidney transplantation in older kidney transplant recipients is associated with improved health but also with increased costs the first year after engraftment when compared with remaining on the waiting list. Any long-term cost-effectiveness needs to be confirmed in studies with longer observation times.

Genetic testing in competitive insurance markets with repulsion from chance: a welfare analysis.

A central theme in the international debate on genetic testing concerns the extent to which insurance companies should be allowed to use genetic information when offering insurance contracts. We provide a welfare analysis of this issue within a model of an insurance market with asymmetric information, having the following crucial feature: in addition to a state-contingent consumption profile, a person's well-being depends on her attitude towards resolution of future health uncertainty, and this attitude varies across the population. We present stylized facts that motivate this approach. In the formal analysis, we find that both tested high-risks and untested individuals are equally well off whether or not test results can be used by insurers. Individuals who test for being low-risks, on the other hand, are made worse off by not being able to verify this to insurers. This implies that, in terms of welfare, a regulatory regime in which the use of genetic information by insurers is allowed is better than one in which it is not allowed.

Supplementing gatekeeping with a revenue scheme for secondary care providers.

We study implications of a change in the payment scheme for radiology providers in Norway that was implemented in 2008. The change implies reduced fee-for-service and increased fixed budget for a contracted volume of services. A consequence of the change is that private providers have less incentive to conduct examinations beyond the contracted volume. Different from the situation observed before the change in 2008, the volume is no longer determined by the demand side, and a rationing of the supply occurs. We employ data on radiological examinations initiated by GPs' referrals. We apply monthly data at the physician-practice level for 2007-2010. The data set is unique because it includes information about all GPs in the Norwegian patient-list system. The results indicate that private providers conducted fewer examinations in 2008-2010 compared with previous periods and that public hospitals did either the same volume or more. We find that GPs who operate in a more competitive environment experienced a greater reduction in magnetic resonance imaging, both performed by private providers and in total for their patients. We argue that this result supports a hypothesis that patients with lower expected benefits are rationed. Hence, rationing from the supply side might supplement GP gatekeeping.