Adherence to continuous positive airway pressure treatment in a cohort of elderly adults with newly diagnosed obstructive sleep apnea.

PURPOSE: To evaluate adherence to continuous positive airway pressure (CPAP) treatment in elderly patients newly diagnosed with obstructive sleep apnea syndrome (OSAS). METHODS: Consecutive patients ≥ 70 years attending one of the participating centers, requiring CPAP treatment and agreeing to participate, were included. Mean hours of CPAP during the first 5 months of treatment defined adherence as CPAP ≥ 4 h/day on 70% of nights over a 30-day period. RESULTS: From January 2014 to April 2019, 262 patients aged between 76.7 and 87.7 years (mean age, 82.6 years) were included and fully evaluated; 224 (85.5%) were adherent. Mean adherence time was 6.9 h in adherent patients, vs 2 h in non-adherent patients (p < 0.0001). Compared to non-adherent patients, adherent patients tended to have higher baseline AHI without reaching statistical significance (44.7 vs 39.5, p = 0.0913). They less frequently presented with dementia (3.7% vs 21.6%, p < 0.0001). The somnolence (ODSI and Epworth), nocturia, and depression (QD2A) scores of adherent patients improved significantly from baseline to the fifth month: ODSI decreased from 7 to 3.7 (p < 0.0001), Epworth from 8.7 to 6.2 (p < 0.0001), nocturia from 6.6 to 4.1 (p = 0.0015), and QD2A from 3.7 to 3 (p = 0.0025). Many more patients in the non-adherent group used nasal plugs than in the adherent group (14.7% vs 2.1%, p = 0.0006). CONCLUSION: The present real-world study showed the ability of newly diagnosed elderly adults (including the very old) to adhere to CPAP therapy and the benefit of 5 months' well-conducted CPAP treatment. REGISTRATION NUMBER: Not applicable.

A CPAP data-based algorithm for automatic early prediction of therapy adherence.

OBJECTIVE: Adherence is a critical issue in the treatment of obstructive sleep apnea with continuous positive airway pressure (CPAP). Approximately 40% of patients treated with CPAP are at risk of discontinuation or insufficient use (< 4 h/night). Assuming that the first few days on CPAP are critical for continued treatment, we tested the predictive value at day 14 (D14) of the Philips Adherence Profiler™ (AP) algorithm for adherence at 3 months (D90). METHOD: The AP™ algorithm uses CPAP machine data hosted in the database of EncoreAnywhere™. This retrospective study involved 457 patients (66% men, 60.0 ± 11.9 years; BMI = 31.2 ± 5.9 kg/m2; AHI = 37.8 ± 19.2; Epworth score = 10.0 ± 4.8) from the Pays de la Loire Sleep Cohort. At D90, 88% of the patients were adherent as defined by a mean daily CPAP use of ≥ 4 h. RESULTS: In a univariate analysis, the factors significantly associated with CPAP adherence at D90 were older age, lower BMI, CPAP adherence (≥ 4 h/night) at D14, and AP™ prediction at D14. In a multivariate analysis, only older age (OR 2.10 [1.29-3.41], p = 0.003) and the AP™ prediction at D14 (OR 16.99 [7.26-39.75], p < 0.0001) were significant predictors. CPAP adherence at D90 was not associated with device-derived residual events, nor with the levels of pressure or leakage except in the case of very significant leakage when it persisted for 90 days. CONCLUSION: Automatic telemonitoring algorithms are relevant tools for early prediction of CPAP therapy adherence and may make it possible to focus therapeutic follow-up efforts on patients who are at risk of non-adherence.

Predicting treatment response to mandibular advancement therapy using a titratable thermoplastic device.

OBJECTIVES: Mandibular advancement device (MAD) therapy is the most commonly used second-line treatment for obstructive sleep apnea (OSA), but MAD may be ineffective in a subgroup of patients. We describe the use of a trial of a titratable thermoplastic MAD to predict treatment outcomes with a custom-made MAD. MATERIALS AND METHODS: Patients treated with a thermoplastic MAD as a trial before custom-made MAD manufacturing were included in the study. Sleep recordings and clinical outcomes assessed after 6 months of treatment with each device were compared. Predictive utility of thermoplastic MAD to identify custom-made MAD treatment success defined as a reduction greater than 50% and final apnea-hypopnea index (AHI) less than 10 events/h was evaluated. RESULTS: Thermoplastic MADs were installed in 111 patients, but only 36 patients were finally treated with both devices and were included in the analysis. A significant correlation was observed between the impact of the two devices on the AHI (r=0.85, p<0.0001), oxygen desaturation index (r=0.73, p<0.0001), snoring index (r=0.85, p<0.0001), and Epworth sleepiness scale (r=0.77, p<0.0001). A high positive predictive value (86%) but a low negative predictive value (46%) was observed regarding AHI decrease. CONCLUSIONS: Similar impacts of both MADs were observed on major OSA severity markers and symptoms. The ability of thermoplastic MAD to indicate likelihood of success with custom-made MAD will require further controlled studies. CLINICAL RELEVANCE: Thermoplastic MADs could represent a useful and easily implemented tool to predict the likelihood of success of a custom-made MAD as treatment for OSA.

Automatic identification of sleep and wakefulness using single-channel EEG and respiratory polygraphy signals for the diagnosis of obstructive sleep apnea.

Polysomnography (PSG) is necessary for the accurate estimation of total sleep time (TST) and the calculation of the apnea-hypopnea index (AHI). In type III home sleep apnea testing (HSAT), TST is overestimated because of the lack of electrophysiological sleep recordings. The aim of this study was to evaluate the accuracy and reliability of a novel automated sleep/wake scoring algorithm combining a single electroencephalogram (EEG) channel with actimetry and HSAT signals. The study included 160 patients investigated by PSG for suspected obstructive sleep apnea (OSA). Each PSG was recorded and scored manually using American Academy of Sleep Medicine (AASM) rules. The automatic sleep/wake-scoring algorithm was based on a single-channel EEG (FP2-A1) and the variability analysis of HSAT signals (airflow, snoring, actimetry, light and respiratory inductive plethysmography). Optimal detection thresholds were derived for each signal using a training set. Automatic and manual scorings were then compared epoch by epoch considering two states (sleep and wake). Cohen's kappa coefficient between the manual scoring and the proposed automatic algorithm was substantial, 0.74 ± 0.18, in separating wakefulness and sleep. The sensitivity, specificity and the positive and negative predictive values for the detection of wakefulness were 76.51% ± 21.67%, 95.48% ± 5.27%, 81.84% ± 15.42% and 93.85% ± 6.23% respectively. Compared with HSAT signals alone, AHI increased by 22.12% and 27 patients changed categories of OSA severity with the automatic sleep/wake-scoring algorithm. Automatic sleep/wake detection using a single-channel EEG combined with HSAT signals was a reliable method for TST estimation and improved AHI calculation compared with HSAT.

Increased liver stiffness in patients with severe sleep apnoea and metabolic comorbidities.

The goal of this study was to assess the relationship between the severity of obstructive sleep apnoea (OSA) and liver stiffness measurement (LSM), one of the most accurate noninvasive screening tools for liver fibrosis in nonalcoholic fatty liver disease.The study included 147 patients with at least one criterion for the metabolic syndrome, assessed by polysomnography for suspected OSA. LSM was performed using transient elastography (FibroScan). Significant liver disease and advanced liver fibrosis were defined as LSM ≥7.3 and ≥9.6 kPa, respectively.23 patients were excluded because of unreliable LSM. Among 124 patients, 34 (27.4%) had mild OSA, 38 (30.6%) had moderate OSA and 52 (42.0%) had severe OSA. LSM values were 7.3- <9.6 kPa in 18 (14.5%) patients and ≥9.6 kPa in 15 (12.1%) patients. A dose-response relationship was observed between OSA severity and LSM values (p=0.004). After adjustment for age, sex, metabolic syndrome and insulin resistance, severe OSA was associated with an increased risk of LSM ≥7.3 kPa (OR 7.17, 95% CI 2.51-20.50) and LSM ≥9.6 kPa (OR 4.73, 95% CI 1.25-17.88).In patients with metabolic comorbidities, severe OSA is independently associated with increased liver stiffness, which may predispose to a higher risk of significant liver disease and poorer prognosis.

Travel Time to Hospital for Childbirth: Comparing Calculated Versus Reported Travel Times in France.

Objectives Timely access to health care is critical in obstetrics. Yet obtaining reliable estimates of travel times to hospital for childbirth poses methodological challenges. We compared two measures of travel time, self-reported and calculated, to assess concordance and to identify determinants of long travel time to hospital for childbirth. Methods Data came from the 2010 French National Perinatal Survey, a national representative sample of births (N = 14 681). We compared both travel time measures by maternal, maternity unit and geographic characteristics in rural, peri-urban and urban areas. Logistic regression models were used to study factors associated with reported and calculated times ≥30 min. Cohen's kappa coefficients were also calculated to estimate the agreement between reported and calculated times according to women's characteristics. Results In urban areas, the proportion of women with travel times ≥30 min was higher when reported rather than calculated times were used (11.0 vs. 3.6%). Longer reported times were associated with non-French nationality [adjusted odds ratio (aOR) 1.3 (95% CI 1.0-1.7)] and inadequate prenatal care [aOR 1.5 (95% CI 1.2-2.0)], but not for calculated times. Concordance between the two measures was higher in peri-urban and rural areas (52.4 vs. 52.3% for rural areas). Delivery in a specialised level 2 or 3 maternity unit was a principal determinant of long reported and measured times in peri-urban and rural areas. Conclusions for Practice The level of agreement between reported and calculated times varies according to geographic context. Poor measurement of travel time in urban areas may mask problems in accessibility.

Association between obstructive sleep apnea severity and endothelial dysfunction in patients with type 2 diabetes.

BACKGROUND: Obstructive sleep apnea (OSA) and type 2 diabetes (T2D) are associated with endothelial dysfunction a main predictor of late cardiovascular (CV) events. Despite the high prevalence of OSA in patients with T2D, the impact of OSA severity on endothelial function has not been clearly elucidated. The aim of this cross-sectional study was to determine whether increasing OSA severity is associated with poorer endothelial function in patients with T2D. METHODS: 140 patients with T2D and no overt CV disease underwent polysomnography, peripheral arterial tonometry, clinic blood pressure (BP) measurement, biological assessment for CV risk factors, daytime sleepiness and health related quality of life (HRQL) questionnaires. The following commonly used cut-offs for apnea-hypopnea index (AHI) were used to define 3 categories of disease severity: AHI < 15 (no OSA or mild OSA), 15 ≤ AHI < 30 (moderate OSA), and AHI ≥ 30 (severe OSA). The primary outcome was the reactive hyperemia index (RHI), a validated assessment of endothelial function. RESULTS: 21.4% of patients had moderate OSA and 47.6% had severe OSA. Increasing OSA severity and nocturnal hypoxemia were not associated with a significant decrease in RHI. Endothelial dysfunction (RHI < 1.67) was found in 47.1, 44.4 and 39.2% of patients with no OSA or mild OSA, moderate OSA and severe OSA, respectively (p = 0.76). After adjustment for confounders including body mass index, increasing OSA severity was associated with higher systolic BP (p = 0.03), lower circulating levels of adiponectin (p = 0.0009), higher levels of sP-selectin (p = 0.03), lower scores in 3 domains of HRQL including energy/vitality (p = 0.02), role functioning (p = 0.01), and social functioning (p = 0.04). CONCLUSIONS: Moderate to severe OSA is very common but has no impact on digital micro-vascular endothelial function in patients with T2D.

Association Between Severity of Obstructive Sleep Apnea and Blood Markers of Liver Injury.

Obstructive sleep apnea (OSA) may contribute to the development of nonalcoholic fatty liver disease. We performed a multisite cross-sectional study to evaluate the association between the severity of OSA and blood markers of liver steatosis (using the hepatic steatosis index), cytolysis (based on alanine aminotransferase activity), and significant liver fibrosis (based on the FibroMeter [Echosens] nonalcoholic fatty liver disease score) in 1285 patients with suspected OSA in France. After adjusting for confounders including central obesity, the risk of liver steatosis increased with the severity of OSA (P for trend < .0001) and sleep-related hypoxemia (P for trend < .0003 for mean oxygen saturation). Decreasing mean oxygen saturation during sleep also was associated independently with a higher risk of liver cytolysis (P for trend < .0048). Severe OSA conferred an approximate 2.5-fold increase in risk for significant liver fibrosis compared with patients without OSA, but the association between OSA severity and liver fibrosis was not maintained after adjusting for confounders.

Association between obstructive sleep apnea severity and glucose control in patients with untreated versus treated diabetes.

The purpose of this study was to determine whether the association between obstructive sleep apnea severity and glucose control differs between patients with newly diagnosed and untreated type 2 diabetes, and patients with known and treated type 2 diabetes. This multicentre cross-sectional study included 762 patients investigated by sleep recording for suspected obstructive sleep apnea, 497 of whom were previously diagnosed and treated for type 2 diabetes (treated diabetic patients), while 265 had no medical history of diabetes but had fasting blood glucose ≥126 mg dL(-1) and/or glycated haemoglobin (HbA1c ) ≥6.5% consistent with newly diagnosed type 2 diabetes (untreated diabetic patients). Multivariate regression analyses were performed to evaluate the independent association between HbA1c and obstructive sleep apnea severity in treated and untreated patients with diabetes. In untreated diabetic patients, HbA1c was positively associated with apnea-hypopnea index (P = 0.0007) and 3% oxygen desaturation index (P = 0.0016) after adjustment for age, gender, body mass index, alcohol habits, metabolic dyslipidaemia, hypertension, statin use and study site. The adjusted mean value of HbA1c increased from 6.68% in the lowest quartile of the apnea-hypopnea index (<17) to 7.20% in the highest quartile of the apnea-hypopnea index (>61; P = 0.033 for linear trend). In treated patients with diabetes, HbA1c was associated with non-sleep variables, including age, metabolic dyslipidaemia and insulin use, but not with obstructive sleep apnea severity. Obstructive sleep apnea may adversely affect glucose control in patients with newly diagnosed and untreated type 2 diabetes, but may have a limited impact in patients with overt type 2 diabetes receiving anti-diabetic medications.

What are the patients' preferences for the Chronic Care Model? An application to the obstructive sleep apnoea syndrome.

CONTEXT: The Chronic Care Model (CCM) has been developed to improve the quality of medical care delivered by general practitioners to patients with multiple chronic conditions. Despite an increasing use of this model, it remains unclear to what extent the different recommendations are valued by the patients. OBJECTIVE: This study aims to identify the preferences of patients with multiple chronic conditions for recommendations of the Chronic Care Model. METHODS: The patients' preferences were identified with a discrete choice experiment. The hypothetical general practice cares were described using 10 recommendations of the Chronic Care Model (i.e. shared decision making; informational continuity (INF); regular follow-up; planned care; communication; collaboration with a nurse; advices on health habits; patient empowerment; psychological support; coordination). Respondents were consecutively recruited in a hospital setting during routine follow-up visits to their pulmonary specialist. The sample of respondents included 150 patients with multiple chronic conditions in addition to an obstructive sleep apnoea syndrome. RESULTS: The INF is highly valued by the patients. At the opposite, patients do not appear to value collaboration between nurses and GPs. To a large extent, the patients' preferences for the recommendations of the CCM depend on their gender, number of chronic conditions and self-perceived health condition. DISCUSSION: The INF appeared to be a minimal requirement to ensure high-quality general practice care. The significant interactions between the patients' socio-demographic characteristics and their preferences for the CCM highlighted the necessity to deliver personalized services.

Adaptation and validation of the patient assessment of chronic illness care in the French context.

BACKGROUND: Chronic diseases are major causes of disability worldwide with rising prevalence. Most patients suffering from chronic conditions do not always receive optimal care. The Chronic Care Model (CCM) has been developed to help general practitioners making quality improvements. The Patient Assessment of Chronic Illness Care (PACIC) questionnaire was increasingly used in several countries to appraise the implementation of the CCM from the patients' perspective. The objective of this study was to adapt the PACIC questionnaire in the French context and to test the validity of this adaptation in a sample of patients with multiple chronic conditions. METHODS: The PACIC was translated into French language using a forward/backward procedure. The French version was validated using a sample of 150 patients treated for obstructive sleep apnea syndrome (OSAS) and having multiple chronic co-morbidities. Several forms of validity were analysed: content; face; construct; and internal consistency. The construct validity was investigated with an exploratory factorial analysis. RESULTS: The French-version of the PACIC consisted in 18 items, after merging two pairs of items due to redundancy. The high number of items exhibiting floor/ceiling effects and the non-normality of the ratings suggested that a 5-points rating scale was somewhat inappropriate to assess the patients' experience of care. The construct validity of the French-PACIC was verified and resulted in a bi-dimensional structure. Overall this structure showed a high level of internal consistency. The PACIC score appeared to be significantly related to the age and self-reported health of the patients. CONCLUSIONS: A French-version of the PACIC questionnaire is now available to evaluate the patients' experience of care and to monitor the quality improvements realised by the medical structures. This study also pointed out some methodological issues about the PACIC questionnaire, related to the format of the rating scale and to the structure of the questionnaire.

Building a composite score of general practitioners' intrinsic motivation: a comparison of methods.

OBJECTIVE: Pay-for-performance programmes have been widely implemented in primary care, but few studies have investigated their potential adverse effects on the intrinsic motivation of general practitioners (GPs) even though intrinsic motivation may be a key determinant of quality in health care. Our aim was to compare methods for developing a composite score of GPs' intrinsic motivation and to select one that is most consistent with self-reported data. STUDY DESIGN: A postal survey. SETTING: French GPs practicing in private practice. MAIN MEASURE: Using a set of variables selected to characterize the dimensions of intrinsic motivation, three alternative composite scores were calculated based on a multiple correspondence analysis (MCA), a confirmatory factor analysis (CFA) and a two-parameter logistic model (2-PLM). Weighted kappa coefficients were used to evaluate variation in GPs' ranks according to each method. RESULTS: The three methods produced similar results on both the estimation of the indicators' weights and the order of GP rank lists. All weighted kappa coefficients were >0.80. The CFA and 2-PLM produced the most similar results. CONCLUSIONS: There was little difference regarding the three methods' results, validating our measure of GPs' intrinsic motivation. The 2-PLM appeared theoretically and empirically more robust for establishing the intrinsic motivation score. Code JEL C38, C43, I18.

Do the organizational reforms of general practice care meet users' concerns? The contribution of the Delphi method.

CONTEXT: The debate over primary care reform in France, as in most OECD countries, centres on questions about efficacy and accessibility. Do these reforms actually respond to the users' concerns? OBJECTIVE: The objective of this study was to identify the importance that users attribute to different aspects of general practice (GP) care. DESIGN: The method used was a variant of the classical Delphi approach, called Delphi 'ranking-type'. Between May and September 2009, 74 experts aged over 18 were recruited by 'snowballing' sampling. Three iterative rounds were required to identify the core aspects through a consensus-building approach. RESULTS: It is shown that users attribute a very high importance to the 'doctor-patient relationship' dimension. The following aspects 'GP patient information about his/her illness', 'Clarity of communication and explanation', and 'Whether the GP seemed listen to the patient' were evaluated by 96% of the experts as being of high importance. The coordination of GP was also considered as a very important aspect for 85% of the experts. In contrast, the aspects that belong to the organizational dimension appeared to be of relatively low importance for users. CONCLUSIONS: Our results support a comprehensive approach of care and argue in favour of care reorganization following the patient-centred model. To promote organizational care reforms through the prism of the doctor-patient relationship could thus be a fruitful way to insure a better quality of care and the social acceptability of the reforms.

Variation in HbA1c prescription for patients with diabetes in French general practice: an observational study prior to the implementation of a P4P programme.

BACKGROUND: Prior to a large diffusion of a pay-for-performance programme (P4P) in primary care in France, it seemed of particular interest to identify, the doctors not performing optimally who could be the main target of this programme. Based on the example of HbA1c prescription for patients with diabetes, this study examined the impact of general practitioner's (GPs) characteristics on the variation of a P4P indicator for diabetes care, i.e. the percentage of patients undergoing three or four HbA1c tests during one year. METHODS: We used a large database from the national health insurance fund for salaried workers in Brittany to select a cohort of patients with diabetes who had been attended to by their doctors for 1 year. In all, 2545 GPs attending to 41,453 patients with diabetes were included. A two-level hierarchical logistic model was used to analyse the data. RESULTS: Thirty-six per cent (SD = 22.3) of patients with diabetes underwent three or four HbA1c tests during the year (the target objective was 65% in a patient list). There was a large variability between GPs, even after adjusting for patient characteristics. Doctors who were female, young, working in a group practice, participating in quality-control groups, and who had a lower patient load prescribed the three or four recommended tests more often. DISCUSSION: The results indicate a target group of doctors which require attention. There is still room to improve the quality of care for patients with diabetes in general practice, notably by encouraging doctors to train better and practice in groups.

British residents' views about general practice care in France - a telephone survey.

BACKGROUND: Many studies have been published over the past decade on patients' views about the provision of health care. Though there is a high level of migration within the European Union, there are no studies on migrants' views about the provision of care in the country to which they moved. Given the wide spectrum of primary care in Europe, we hypothesised, without prejudging the outcome, that patients' confidence in the system they left, used as a proxy of 'the experience of care', may influence their preferences regarding specific aspects of care in the host country. The objective of the study was to analyse British migrants' views on general practice care in France. METHODS: A telephone survey was conducted with a random sample of the adult population of British people residing in France. Participants were 437 women and 423 men, aged 18 and over, who had consulted a general practitioner at least once during the past 12 months. The main outcome measures were the responses to the 23-item Europep questionnaire evaluating different aspects of general practice care, using a five-point answering scale with the extremes labelled as "poor" and "excellent". RESULTS: Participants were generally satisfied with the GP care provided. The aspects that were rated the highest were related to the doctor-patient relationship which over 80% of the respondents judged as excellent or very good. Some aspects of the organisation of services received relatively negative evaluations. For instance, "waiting time in the waiting room" was evaluated as excellent or very good by only 40% of the respondents. Twenty seven percent of the respondents were not confident in the National Health Service (NHS) when they were still living in UK. After adjusting for age, sex and number of years of residence in France, the respondents who were not confident in the NHS provided a score of "excellent" significantly more frequently (on 11 out of the 23 aspects of care) than did the patients who were confident in the NHS. Most of these aspects concerned the doctor-patient relationship and information and support during the consultation. CONCLUSIONS: British migrants' views on general practice care in France varied with the degree of confidence they had in the NHS. This finding is in line with the discussion on whether the 'experience of care' influences patient satisfaction. A better understanding of this phenomenon should provide valuable insights to make the services more responsive to the patients.

What determines the income gap between French male and female GPs - the role of medical practices.

BACKGROUND: In many OECD countries, the gender differences in physicians' pay favour male doctors. Due to the feminisation of the doctor profession, it is essential to measure this income gap in the French context of Fee-for-service payment (FFS) and then to precisely identify its determinants. The objective of this study is to measure and analyse the 2008 income gap between males and females general practitioners (GPs). This paper focuses on the role of gender medical practices differentials among GPs working in private practice in the southwest region of France. METHODS: Using data from 339 private-practice GPs, we measured an average gender income gap of approximately 26% in favour of men. Using the decomposition method, we examined the factors that could explain gender disparities in income. RESULTS: The analysis showed that 73% of the income gap can be explained by the average differences in doctors' characteristics; for example, 61% of the gender income gap is explained by the gender differences in workload, i.e., number of consultations and visits, which is on average significantly lower for female GPs than for male GPs. Furthermore, the decomposition method allowed us to highlight the differences in the marginal returns of doctors' characteristics and variables contributing to income, such as GP workload; we found that female GPs have a higher marginal return in terms of earnings when performing an additional medical service. CONCLUSIONS: The findings of this study help to understand the determinants of the income gap between male and female GPs. Even though workload is clearly an essential determinant of income, FFS does not reduce the gender income gap, and there is an imperfect relationship between the provision of medical services and income. In the context of feminisation, it appears that female GPs receive a lower income but attain higher marginal returns when performing an additional consultation.

Constructing a composite quality score for the care of acute myocardial infarction patients at discharge: impact on hospital ranking.

OBJECTIVE: To determine the impact on hospital ranking of different aggregation methods when creating a composite score from a set of quality indicators relating to a single clinical condition. DESIGN: The analysis was based on 14966 medical records taken from all French hospitals that treated over 30 patients with acute myocardial infarction in 2008 (n=275). Five quality indicators measuring the quality of care delivered to patients with acute myocardial infarction at hospital discharge were aggregated by 5 methods issued from a variety of activity sectors (indicator average, all-or-none, budget allocation process, benefit of the doubt, and unobserved component model). MAIN OUTCOME MEASURES: Each aggregation method was used to rank hospitals into 3 categories depending on the position of the 95% confidence interval of the composite score relative to the overall mean. Variations in rank according to method were estimated using weighted κ coefficients. RESULTS: Agreement between methods ranged from poor (κ=0.20) to almost perfect (κ=0.84). A change of method led to a change in rank for 71% (196 of 275) of hospitals. Only 14 of 121 hospitals which were ranked top and 20 of 118 which were ranked bottom, by at least 1 of the 5 methods, held their rank on a switch to the 4 other methods. CONCLUSION: Hospital ranking varied widely according to 5 aggregation methods. If one method has to be chosen, for instance for reporting to governments, regulatory agencies, payers, health care professionals, and the public, it is necessary to provide its rationale and characteristics, and information on score uncertainty.

The impact of research on hospital costs of care: an empirical study.

The goal of this study was to examine the impact of research activities on hospital costs and lengths of stay in French public hospitals. Our data consist of a random sample of 30000 inpatient stays in 38 hospitals that were extracted from the French Hospital Cost Survey database. Hospital characteristics were added using data from a French national survey and performing a bibliometric study. This is a retrospective study of hospitalizations. We used multilevel modelling. We considered separate models to explain the cost per day and the length of hospital stay (LOS). Research output was defined based on the quartiles of the distribution of the number of impact-weighted scientific publications produced in our sample of hospitals over a 6-year period. Research production was associated with a higher cost of care. The cost per day was 19% higher in hospitals in the 3rd quartile and 42% higher in hospitals in the 4th quartile compared to that in hospitals that were not involved in research activities. This result was sensitive to the type of care under consideration. The effect was stronger in oncology but not significant in routine care. Scientific production did not impact the LOS.