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  • 1
    In: BMC Health Services Research, Springer Science and Business Media LLC, Vol. 22, No. 1 ( 2022-12)
    Abstract: A persistent research finding in industrialised countries has been regional variation in medical practices including elective primary hip and knee arthroplasty. The aim of the study was to examine regional variations in elective total hip and knee arthroplasties over time, and the proportions of these variations which can be explained by individual level or area-level differences in need. Methods We obtained secondary data from the Care Register for Health Care to study elective primary hip and knee arthroplasties in total Finnish population aged 25 + years between 2010 and 2017. Two-level Poisson regression models – individuals and hospital regions – were used to study regional differences in the incidence of elective hip and knee arthroplasties in two time periods: 2010 − 2013 and 2014 − 2017. The impact of several individual level explanatory factors (age, socioeconomic position, comorbidities) and area-level factors (need and supply of operations) was measured with the proportional change in variance. Predictions of incidence were measured with incidence rate ratios. The relative differences in risk of the procedures in regions were described with median rate ratios. Results We found small and over time relatively stable regional variation in hip arthroplasties in Finland, while the variation was larger in knee arthroplasties and decreased during the study period. In 2010 − 2013 individual socioeconomic variables explained 10% of variation in hip and 4% in knee arthroplasties, an effect that did not emerge in 2014 − 2017. The area-level musculoskeletal disorder index reflecting the need for care explained a further 44% of the variation in hip arthroplasties in 2010 − 2013, but only 5% in 2014 − 2017 and respectively 22% and 25% in knee arthroplasties. However, our final models explained the regional differences only partially. Conclusions Our results suggest that eligibility criteria in total hip and knee arthroplasty are increasingly consistent between Finnish hospital districts. Factors related to individual level and regional level need both had an important role in explaining regional variations. Further study is needed on the effect of health policy on equity in access to care in these operations.
    Type of Medium: Online Resource
    ISSN: 1472-6963
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2022
    detail.hit.zdb_id: 2050434-2
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  • 2
    In: BMC Women's Health, Springer Science and Business Media LLC, Vol. 21, No. 1 ( 2021-12)
    Abstract: A persistent research finding in Finland and elsewhere has been variation in medical practices both between and within countries. Variation seems to exist especially if medical decision making involves discretion and the best treatment cannot be identified unambiguously. This is true for hysterectomy when performed for benign causes. The aim of the current study was to investigate regional trends in hysterectomy in Finland and the potential convergence of rates over time. Methods We used hospital discharge register data on hysterectomies performed, diagnoses, age, and region of residence to examine hospital discharges for women undergoing hysterectomy in 2001–2018 among total female population aged 25 years or older in Finland. We examined hysterectomy rates among biannual cohorts by indication, calculated age-standardised rates and used multilevel models to analyse potential convergence over time. Results Altogether 131,695 hysterectomies were performed in Finland 2001–2018. We found a decreasing trend, with the age-adjusted overall hysterectomy rate decreasing from 553/100,000 person years in 2001–2002 to 289/100,000 py in 2017–2018. Large but converging regional differences were found. The correlations between hospital district intercepts and slopes in time ranged from − 0.71 to − 0.97 ( p   〈  0.001) suggesting diminishing variation. Conclusions Our findings demonstrate that change in hysterectomy practices and more uniformity across regions are achievable goals. Regional variation still exists suggesting differences in medical practices.
    Type of Medium: Online Resource
    ISSN: 1472-6874
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2021
    detail.hit.zdb_id: 2050444-5
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  • 3
    In: Stroke, Ovid Technologies (Wolters Kluwer Health), Vol. 54, No. 7 ( 2023-07), p. 1798-1805
    Abstract: Adverse pregnancy outcomes (APO) contribute to higher risk of maternal cerebrovascular disease, but longitudinal data that include APO and stroke timing are lacking. We hypothesized that APO are associated with younger age at first stroke, with a stronger relationship in those with 〉 1 pregnancy with APO. METHODS: We analyzed longitudinal Finnish nationwide health registry data from the FinnGen Study. We included women who gave birth after 1969 when the hospital discharge registry was established. We defined APO as a pregnancy affected by gestational hypertension, preeclampsia, eclampsia, preterm birth, small for gestational age infant, or placental abruption. We defined stroke as first hospital admission for ischemic stroke or nontraumatic intracerebral or subarachnoid hemorrhage, excluding stroke during pregnancy or within 1 year postpartum. We used Kaplan-Meier survival curves and multivariable-adjusted Cox and generalized linear models to assess the relationship between APO and future stroke. RESULTS: We included 144 306 women with a total of 316 789 births in the analysis sample, of whom 17.9% had at least 1 pregnancy with an APO and 2.9% experienced an APO in ≥2 pregnancies. Women with APO had more comorbidities including obesity, hypertension, heart disease, and migraine. Median age at first stroke was 58.3 years in those with no APO, 54.8 years in those with 1 APO, and 51.6 years in those with recurrent APO. In models adjusted for sociodemographic characteristics and stroke risk factors, risk of stroke was greater in women with 1 APO (adjusted hazard ratio, 1.3 [95% CI, 1.2–1.4]) and recurrent APO (adjusted hazard ratio, 1.4 [95% CI, 1.2–1.7] ) compared with those with no APO. Women with recurrent APO had more than twice the stroke risk before age 45 (adjusted odds ratio, 2.1 [95% CI, 1.5–3.1]) compared with those without APO. CONCLUSIONS: Women who experience APO have earlier onset of cerebrovascular disease, with the earliest onset in those with more than 1 affected pregnancy.
    Type of Medium: Online Resource
    ISSN: 0039-2499 , 1524-4628
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    Language: English
    Publisher: Ovid Technologies (Wolters Kluwer Health)
    Publication Date: 2023
    detail.hit.zdb_id: 1467823-8
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  • 4
    In: Medical Care, Ovid Technologies (Wolters Kluwer Health), Vol. 59, No. 2 ( 2021-02), p. 123-130
    Abstract: Measuring primary health care (PHC) performance through hospitalizations for ambulatory care sensitive conditions (ACSCs) remains controversial—recent cross-sectional research claims that its geographic variation associates more with individual socioeconomic position (SEP) and health status than PHC supply. Objectives: To clarify the usage of ACSCs as a PHC performance indicator by quantifying how disease burden, both PHC and hospital supply and spatial access contribute over time to geographic variation in Finland when individual SEP and comorbidities were adjusted for. Methods: The Finnish Care Register for Health Care provided hospitalizations for ACSCs (divided further into subgroups of acute, chronic, and vaccine-preventable causes) in 2011–2017. With 3-level nested multilevel Poisson models—individuals, PHC authorities, and hospital authorities—we estimated the proportion of the variance in ACSCs explained by selected factors at 3 time periods. Results: In age-adjusted and sex-adjusted analysis of total ACSCs the variances between hospital authorities was nearly twice that between PHC authorities. Individual SEP and comorbidities explained 19%–30% of the variance between PHC authorities and 25%–36% between hospital authorities; and area-level disease burden and arrangement and usage of hospital care a further 14%–16% and 32%–33%—evening out the unexplained variances between PHC and hospital authorities. Conclusions: Alongside individual factors, areas’ disease burden and factors related to hospital care explained the excess variances in ACSCs captured by hospital authorities. Our consistent findings over time suggest that the local strain on health care and the regional arrangement of hospital services affect ACSCs—necessitating caution when comparing areas’ PHC performance through ACSCs.
    Type of Medium: Online Resource
    ISSN: 0025-7079
    Language: English
    Publisher: Ovid Technologies (Wolters Kluwer Health)
    Publication Date: 2021
    detail.hit.zdb_id: 2045939-7
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  • 5
    Online Resource
    Online Resource
    Springer Science and Business Media LLC ; 2009
    In:  European Journal of Clinical Pharmacology Vol. 65, No. 7 ( 2009-7), p. 715-720
    In: European Journal of Clinical Pharmacology, Springer Science and Business Media LLC, Vol. 65, No. 7 ( 2009-7), p. 715-720
    Type of Medium: Online Resource
    ISSN: 0031-6970 , 1432-1041
    Language: English
    Publisher: Springer Science and Business Media LLC
    Publication Date: 2009
    detail.hit.zdb_id: 1459058-X
    SSG: 15,3
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  • 6
    In: BMJ Open, BMJ, Vol. 9, No. 7 ( 2019-07), p. e029592-
    Abstract: A persistent finding in research concerning healthcare and hospital use in Western countries has been regional variation in the medical practices. The aim of the current study was to examine trends in the regional variation of avoidable hospitalisations, that is, hospitalisations due to conditions treatable in ambulatory care in Finland in 1996–2013 and the influence of different healthcare levels on them. Setting Use of hospital inpatient care in 1996–2013 among the total population in Finland. Participants Altogether 1 931 012 hospital inpatient care episodes among all persons residing in Finland identified from administrative registers in Finland in 1996−2013 and alive in 1 January 1996. Outcome measures We examined hospitalisations due to avoidable causes including vaccine-preventable hospitalisations, hospitalisations due to complications of chronic conditions and acute conditions treatable in ambulatory care. We calculated annual age-adjusted rates per 10 000 person-years. Multilevel models were used for studying time trends in regional variation. Results There was a steep decline in avoidable hospitalisation rates during the study period. The decline occurred almost exclusively in hospitalisations due to chronic conditions, which diminished by about 60%. The overall correlation between hospital district intercepts and slopes in time was −0.46 (p 〈 0.05) among men and −0.20 (ns) among women. Statistically highly significant diminishing variation was found in hospitalisations due to chronic conditions among both men (−0.90) and women (−0.91). The variation was mainly distributed to the hospital district level. Conclusions The results suggest that chronic conditions are managed better in primary care in the whole country than before. Further research is needed on whether this is the case or whether this has more to do with supply of hospital care.
    Type of Medium: Online Resource
    ISSN: 2044-6055 , 2044-6055
    Language: English
    Publisher: BMJ
    Publication Date: 2019
    detail.hit.zdb_id: 2599832-8
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  • 7
    In: BMJ Open, BMJ, Vol. 10, No. 8 ( 2020-08), p. e038338-
    Abstract: To study the interplay between several indicators of social disadvantage and hospitalisations due to ambulatory care-sensitive conditions (ACSC) in 2011─2013. To evaluate whether the accumulation of preceding social disadvantage in one point of time or prolongation of social disadvantage had an effect on hospitalisations due to ACSCs. Four common indicators of disadvantage are examined: living alone, low level of education, poverty and unemployment. Design A population-based register study. Setting Nationwide individual-level register data on hospitalisations due to ACSCs for the years 2011–2013 and preceding data on social and socioeconomic factors for the years 2006─2010. Participants Finnish residents aged 45 or older on 1 January 2011. Outcome measure Hospitalisations due to ACSCs in 2011–2013. The effect of accumulation of preceding disadvantage in one point of time and its prolongation on ACSCs was studied using modified Poisson regression. Results People with preceding cumulative social disadvantage were more likely to be hospitalised due to ACSCs. The most hazardous combination was simultaneously living alone, low level of education and poverty among the middle-aged individuals (aged 45–64 years) and the elderly (over 64 years). Risk ratio (RR) of being hospitalised due to ACSC was 3.16 (95% CI 3.03–3.29) among middle-aged men and 3.54 (3.36–3.73) among middle-aged women compared with individuals without any of these risk factors when controlling for age and residential area. For the elderly, the RR was 1.61 (1.57–1.66) among men and 1.69 (1.64–1.74) among women. Conclusions To improve social equity in healthcare, it is important to recognise not only patients with cumulative disadvantage but also—as this study shows—patients with particular combinations of disadvantage who may be more susceptible. The identification of these vulnerable patient groups is also necessary to reduce the use of more expensive treatment in specialised healthcare.
    Type of Medium: Online Resource
    ISSN: 2044-6055 , 2044-6055
    Language: English
    Publisher: BMJ
    Publication Date: 2020
    detail.hit.zdb_id: 2599832-8
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  • 8
    Online Resource
    Online Resource
    Oxford University Press (OUP) ; 2015
    In:  The European Journal of Public Health Vol. 25, No. 6 ( 2015-12), p. 984-989
    In: The European Journal of Public Health, Oxford University Press (OUP), Vol. 25, No. 6 ( 2015-12), p. 984-989
    Type of Medium: Online Resource
    ISSN: 1101-1262 , 1464-360X
    Language: English
    Publisher: Oxford University Press (OUP)
    Publication Date: 2015
    detail.hit.zdb_id: 2033525-8
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  • 9
    In: Diabetes Care, American Diabetes Association, Vol. 42, No. 4 ( 2019-04-01), p. 539-544
    Abstract: To estimate long-term cumulative risk of end-stage renal disease (ESRD) after diagnosis of type 2 diabetes. RESEARCH DESIGN AND METHODS This nationwide population-based inception cohort study included 421,429 patients with type 2 diabetes diagnosed in 1990–2011; patients were followed until the end of 2013. Data linkage between several national health care registers in Finland, covering 100% of the population, enabled the inclusion of almost all inhabitants who started taking diabetes medication or were hospitalized for diabetes. Cumulative risk of ESRD and hazard ratios [HR] for ESRD and death were estimated according to age, sex, and time period of diabetes diagnosis. RESULTS Among 421,429 patients with type 2 diabetes, 1,516 developed ESRD and 150,524 died during 3,458,797 patient-years of follow-up. Cumulative risk of ESRD was 0.29% at 10 years and 0.74% at 20 years from diagnosis of diabetes. Risk was higher among men than among women (HR 1.93 [95% CI 1.72–2.16]), decreased with older age at diagnosis (HR 0.70 [95% CI 0.60–0.81] for age 60–69 vs. 40–49 years), and was lower for those diagnosed in 2000–2011 than in 1990–1994 (HR 0.72 [95% CI 0.63–0.81]). Patients diagnosed with diabetes in 2000–2011 had lower risk of death during follow-up than those diagnosed in 1990–1994 (HR 0.64 [95% CI 0.63–0.65] ). CONCLUSIONS Cumulative risk of ESRD is minimal among patients with type 2 diabetes compared with their risk of death. Patients diagnosed with diabetes at an older age have a lower risk of ESRD due to higher competing mortality.
    Type of Medium: Online Resource
    ISSN: 0149-5992 , 1935-5548
    Language: English
    Publisher: American Diabetes Association
    Publication Date: 2019
    detail.hit.zdb_id: 1490520-6
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  • 10
    In: European Journal of Cancer, Elsevier BV, Vol. 118 ( 2019-09), p. 105-111
    Type of Medium: Online Resource
    ISSN: 0959-8049
    RVK:
    RVK:
    Language: English
    Publisher: Elsevier BV
    Publication Date: 2019
    detail.hit.zdb_id: 1120460-6
    detail.hit.zdb_id: 1468190-0
    detail.hit.zdb_id: 82061-1
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