Validity of 16 AHRQ Patient Safety Indicators to identify in-hospital complications: a medical record review across nine Swiss hospitals.

The validity of the Agency for Healthcare Research and Quality's Patient Safety Indicators (PSIs) has been established in the USA and Canada. However, these indicators are also used for hospital benchmarking and cross-country comparisons in other nations with different health-care settings and coding systems as well as missing present on admission (POA) flags in the administrative data. This study sought to comprehensively assess and compare the validity of 16 PSIs in Switzerland, where they have not been previously applied. We performed a medical record review using administrative and electronic medical record data from nine Swiss hospitals. Seven independent reviewers evaluated 1245 cases at various hospitals using retrospective data from the years 2014-18. True positives, false positives, positive predictive values (PPVs), and reasons for misclassification were compared across all investigated PSIs, and the documentation quality of the PSIs was examined. PSIs 6 (iatrogenic pneumothorax), 10 (postoperative acute kidney injury), 11 (postoperative respiratory failure), 13 (postoperative sepsis), 14 (wound dehiscence), 17 (birth trauma), and 18 and 19 (obstetric trauma with or without instrument) showed high PPVs (range: 90-99%) and were not strongly influenced by missing POA information. In contrast, PSIs 3 (pressure ulcer), 5 (retained surgical item), 7 (central venous catheter-related bloodstream infection), 8 (fall with hip fracture), and 15 (accidental puncture/laceration) showed low PPVs (range: 18-49%). In the case of PSIs 3, 8, and 12 (perioperative embolism/thrombosis), the low PPVs were largely due to the lack of POA information. Additionally, it was found that the documentation of PSI 3 in discharge letters could be improved. We found large differences in validity across the 16 PSIs in Switzerland. These results can guide policymakers in Switzerland and comparable health-care systems in selecting and prioritizing suitable PSIs for quality initiatives. Furthermore, the national introduction of a POA flag would allow for the inclusion of additional PSIs in quality monitoring.

History of drinking problems diminishes the protective effects of within-guideline drinking on 18-year risk of dementia and CIND.

OBJECTIVE: To examine the moderating effect of older adults' history of drinking problems on the relationship between their baseline alcohol consumption and risk of dementia and cognitive impairment, no dementia (CIND) 18 years later. METHOD: A longitudinal Health and Retirement Study cohort (n = 4421) was analyzed to demonstrate how older adults' baseline membership in one of six drinking categories (non-drinker, within-guideline drinker, and outside-guideline drinker groups, divided to reflect absence or presence of a history of drinking problems) predicts dementia and CIND 18 years later. RESULTS: Among participants with no history of drinking problems, 13% of non-drinkers, 5% of within-guideline drinkers, and 9% of outside-guideline drinkers were classified as having dementia 18-years later. Among those with a history of drinking problems, 14% of non-drinkers, 9% of within-guideline drinkers, and 7% of outside-guideline drinkers were classified with dementia. With Non-Drinker, No HDP as reference category, being a baseline within-guideline drinker with no history of drinking problems reduced the likelihood of dementia 18 years later by 45%, independent of baseline demographic and health characteristics; being a baseline within-guideline drinker with a history of drinking problems reduced the likelihood by only 13% (n.s.). Similar patterns obtained for the prediction of CIND. CONCLUSIONS: For older adults, consuming alcohol at levels within validated guidelines for low-risk drinking may offer moderate long-term protection from dementia and CIND, but this effect is diminished by having a history of drinking problems. Efforts to predict and prevent dementia and CIND should focus on older adults' history of drinking problems in addition to how much alcohol they consume.

Drinking Level Versus Drinking Pattern and Cigarette Smoking Among Older Adults.

BACKGROUND: There is a lack of research on the role of alcohol consumption in cigarette smoking among older adults, and the few studies on alcohol use and smoking with older adults have failed to distinguish between average level and pattern of drinking as predictors of smoking. The main purpose of this study was to examine the independent contributions of average level versus pattern of drinking as predictors of cigarette smoking among older adults. A subsidiary purpose was to examine the link between continued smoking and mortality among older smokers. METHODS: We investigated average level and pattern of drinking as predictors of current smoking among 1,151 older adults at baseline and of continued smoking and mortality among the subset of 276 baseline smokers tracked across 20 years. We used multiple linear and logistic regression analyses and, to test mediation, bias-corrected bootstrap confidence intervals. RESULTS: A high level of average drinking and a pattern of episodic heavy drinking were concurrently associated with smoking at baseline. However, only episodic heavy drinking was prospectively linked to continued smoking among baseline smokers. Continued smoking among baseline smokers increased the odds of 20-year mortality and provided an indirect pathway through which heavy episodic drinking related to mortality. CONCLUSIONS: Smokers who misuse alcohol are a challenging population for smoking cessation efforts. Older adults who concurrently misuse alcohol and smoke cigarettes provide a unique target for public health interventions.

Planned secondary wound closure at the circular stapler insertion site after laparoscopic gastric bypass reduces postoperative morbidity, costs, and hospital stay.

PURPOSE: The aims of the present study were to assess whether planned secondary wound closure at the insertion site of the circular stapler reduces wound infection rate and postoperative morbidity after laparoscopic Roux-en-Y gastric bypass (RYGB) and to identify independent predictive factors increasing the risk for wound infections after RYGB. METHODS: This paper is a retrospective single-center analysis of a prospectively collected database of 1400 patients undergoing RYGB surgery in circular technique between June 2000 and June 2016. Planned secondary wound closure at the circular stapler introduction site was performed at postoperative day 3 in 291 (20.8%) consecutive patients and compared to a historical control of 1109 (79.2%) consecutive patients with primary wound closure. Independent predictive factors for wound infection were assessed by multivariable analysis. RESULTS: Secondary wound closure significantly decreased wound infection rate from 9.3% (103/1109) to 1% (3/291) (p < 0.001) leading to a shorter hospital stay (mean 9 (SD8) vs. 7 days (SD2), p < 0.001), lower costs (p = 0.039), and reduced postoperative morbidity (mean 90-day Comprehensive Complication Index (CCI) 7.4 (SD14.0) vs. 5.1 (SD11.1) p = 0.008) when compared to primary wound closure. Primary wound closure, dyslipidemia, and preoperative gastritis were independent predictive risk factors for developing wound infections both in the univariate (p < 0.001; p = 0.048; p = 0.003) and multivariable analysis (p < 0.001; p = 0.040; p = 0.012). Further, on multivariable analysis, the female gender was a predictive factor (p = 0.034) for wound infection development. CONCLUSIONS: Secondary wound closure at the circular stapler introduction site in laparoscopic RYGB significantly reduces the overall wound infection rate as well as postoperative morbidity, costs, and hospital stay when compared to primary wound closure.

The impact of public versus private insurance on trauma patients.

BACKGROUND: The socioeconomic status has been associated with disparities in the incidence and mortality of traumatic injuries. However, there is a lack of studies on the level of health insurance with regard to various epidemiologic data of traumatic injuries, which this study opted to clarify. MATERIALS AND METHODS: All consecutive 6595 patients admitted to a level one trauma center in 2012 and 2013 were included in this retrospective cohort study. Patients were grouped according to their health insurance status (public versus private extended health care insurance) and compared with regard to several epidemiologic variables, that is, the type of injuries, inhospital outcome, and surgical procedures. RESULTS: Public insurance coverage was significantly more common than private insurance (75% versus 25%). Public insurance was associated with younger age, male sex, transfers to another hospital or mental institution, head concussions, head fractures, and increased mortality. Contrarily, patients with private insurance were more often associated with longer hospital stay, discharge to a rehabilitation clinic, fractures of the proximal humerus, and shoulder dislocations. However, there were no significant differences for the remaining majority of studied variables. CONCLUSIONS: In a trauma setting, the level of insurance does not seem to play a crucial role in most types of injuries and surgical procedures in a country with a high level of obligatory health care coverage. Nonetheless, it appears that publicly insured patients are more commonly younger, males, transferred to another hospital more often, more prone to head trauma, and subject to increased mortality, whereas privately insured patients show longer hospital stays, increased transfers to rehabilitation clinics, and more fractures of the proximal humerus.

Al-Anon newcomers: benefits of continuing attendance for six months.

BACKGROUND: Al-Anon Family Groups, a 12-step mutual-help program for people concerned about another person's drinking, is the most widely used form of help by Concerned Others. OBJECTIVES: This longitudinal study examined newcomers' outcomes of attending Al-Anon. Aims were to better understand early gains from Al-Anon to inform efforts in the professional community to facilitate concerned others' attendance of and engagement in Al-Anon. METHODS: We compared two groups of Al-Anon newcomers who completed surveys at baseline and 6 months later: those who discontinued attendance by the 6-month follow-up (N = 133), and those who were still attending Al-Anon meetings (N = 97); baseline characteristics were controlled in these comparisons. RESULTS: Newcomers who sustained participation in Al-Anon over the first 6 months of attendance were more likely than those who discontinued participation during the same period to report gains in a variety of domains, such as learning how to handle problems due to the drinker, and increased well-being and functioning, including reduced verbal or physical abuse victimization. Newcomers to Al-Anon reported more personal gains than drinker-related gains. The most frequent drinker gain was a better relationship with the Concerned Other; attendees were more likely to report this, as well as daily, in-person contact with the drinker. CONCLUSION: Al-Anon participation may facilitate ongoing interaction between Concerned Others and drinkers, and help Concerned Others function and feel better. Thus, short-term participation may be beneficial. Health-care professionals should consider providing referrals to Al-Anon and monitoring early attendance.

Implementation of a patient blood management monitoring and feedback program significantly reduces transfusions and costs.

BACKGROUND: Patient blood management (PBM) measures have been shown to be effective in reducing transfusions while maintaining patient outcome. The issuance of transfusion guidelines is seen as being key to the success of PBM programs. As the introduction of guidelines alone did not visibly reduce transfusions in our center, a monitoring and feedback program was established. The aim of our study was to show the effectiveness of such measures in reducing transfusions and cost. STUDY DESIGN AND METHODS: We designed a prospective, interventional cohort study with a 3-year time frame (January 1, 2012 to December 31, 2014). In total, 101,794 patients aged 18 years or older were included. The PBM monitoring and feedback program was introduced on January 1, 2014, with the subsequent issuance of quarterly reporting. RESULTS: Within the first year of introduction, transfusion of all allogeneic blood products per 1000 patients was reduced by 27% (red blood cell units, -24%; platelet units, -25%; and fresh-frozen plasma units, -37%; all p < 0.001) leading to direct allogeneic blood product related savings of more than 2 million USD. The number of blood products transfused per case was significantly reduced from 9 ± 19 to 7 ± 14 (p < 0.001). With an odds ratio of 0.86 (95% confidence interval, 0.82-0.91), the introduction of our PBM monitoring and feedback program was a significant independent factor in the reduction of transfusion probability (p < 0.001). CONCLUSION: Our PBM monitoring and feedback program was highly efficacious in reducing the transfusion of allogeneic blood products and transfusion-related costs.

Inpatient Treatment for Severe Nonsurgical Dermatological Disorders: Prevalence, Care Infrastructure and Reimbursement in Switzerland.

BACKGROUND: Since 2012, Swiss inpatient dermatology is funded through a flat rate payment system based on diagnosis-related groups (DRGs). OBJECTIVE: To analyze the reimbursement of nonsurgically treated severe disorders of the skin under the system called SwissDRG. METHODS: Three retrospective, cross-sectional cohort studies were performed. Data sets were received from the Swiss Federal Office of Statistics (1,285,685 retained records), the five Swiss university hospitals (370,964 retained records) and our center (72,211 retained records). RESULTS: Cases accounted for 0.04% of all hospitalizations nationwide, with 43.7% treated at university hospitals. Treatment at university hospitals produced a mean loss of USD 3,711 per case. Lyell syndrome cases were especially underfunded (mean loss USD 31,906). Extra-county admissions and direct referrals were significant predictors of total inpatient costs (p = 0.019 and p < 0.001, respectively). CONCLUSIONS: We suggest grouping Lyell syndrome cases into burn DRGs and evaluating extra-county admissions and direct inpatient referrals as DRG split criteria.

Longitudinal changes in somatic symptoms and family disagreements among depression and community groups: a 23-year study.

BACKGROUND: Few longitudinal studies describe the relationship between somatic symptoms and family disagreements. We examined changes over time in somatic symptoms, family disagreements, their interrelationships, and whether these patterns differed between individuals treated for depression (depression group) and individuals from the same community (community group). METHODS: We followed participants in the depression (N = 423) and community (N = 424) groups for 23 years (the community group was matched to the depression group on socioeconomic status, gender, and marital status). All participants were age 18+ and completed surveys at baseline, 1, 4, 10, and 23 year follow-ups. We assessed somatic symptoms and family disagreements at each time point and used latent growth curve modeling to examine change in these constructs over time. RESULTS: Somatic symptoms and family disagreements changed differently over time. Somatic symptoms decreased between baseline and the 10 year follow-up, but increased between the 10 and 23 year follow-ups, whereas family disagreements decreased linearly over time. Somatic symptoms and family disagreements were higher at baseline and declined at a faster rate in the depression compared to the community group. The relationship between changes in somatic symptoms and changes in family disagreements was also stronger in the depression group: a larger decrease in somatic symptoms was associated with a larger decrease in family disagreements. CONCLUSIONS: Longitudinal changes in somatic symptoms and family disagreements differ between depression and community groups. Individuals treated for depression had more somatic symptoms and family disagreements at baseline and improved at a faster rate compared to individuals in the community. Somatic symptoms and family disagreements may be important targets when treating depression, given the strong interrelationship among these factors in individuals with depression.

The impact of posttraumatic stress disorder on cannabis quit success.

BACKGROUND: Though a growing number of US Veterans are being diagnosed with cannabis use disorders, with posttraumatic stress disorder (PTSD) observed as the most frequently co-occurring psychiatric disorder among this population, no research has investigated the impact of PTSD diagnosis on cannabis quit success. OBJECTIVES: The present study sought to determine the impact of PTSD on cannabis use following a self-guided quit attempt. METHODS: Participants included 104, primarily male, cannabis-dependent US Veterans (Mage = 50.90 years, SDage = 9.90). The study design was prospective and included an assessment immediately prior to the quit attempt, and assessments weekly for the first 4 weeks post-quit, and then monthly through 6 months post-quit. RESULTS: Results indicated that PTSD diagnosis was not associated with time to first lapse or relapse. However, individuals with PTSD used more cannabis at baseline and evidenced a slower initial decline in cannabis use immediately following the quit attempt. All findings were significant after accounting for alcohol and tobacco use across the cessation period, as well as co-occurring mood and anxiety disorder diagnoses. CONCLUSION: Findings highlight the potential utility of interventions for individuals with cannabis use disorder and co-occurring PTSD, particularly early in a cessation attempt.

Men and women who attend Al-Anon: gender differences in reasons for attendance, health status and personal functioning, and drinker characteristics.

Although Al-Anon Family Groups (Al-Anon) is the most common source of help for people concerned about someone else's drinking, only 16% of members are men. To identify gender differences, we compared demographics, reasons for attendance, health status, and personal functioning, and drinker characteristics of 174 men and women attending Al-Anon. Men and women were similar in most areas; however, some key differences emerged. Men reported better overall mental health than women, and described some differing concerns and drinker characteristics. With this information, healthcare providers may facilitate men's participation in Al-Anon by addressing their unique concerns and possible barriers to attendance.

Episodic heavy drinking and 20-year total mortality among late-life moderate drinkers.

BACKGROUND: Analyses of moderate drinking have focused overwhelmingly on average consumption, which masks diverse underlying drinking patterns. This study examined the association between episodic heavy drinking and total mortality among moderate-drinking older adults. METHODS: At baseline, the sample was comprised of 446 adults aged 55 to 65; 74 moderate drinkers who engaged in episodic heavy drinking and 372 regular moderate drinkers. The database at baseline also included a broad set of sociodemographic, behavioral, and health status covariates. Death across a 20-year follow-up period was confirmed primarily by death certificate. RESULTS: In multiple logistic regression analyses, after adjusting for all covariates, as well as overall alcohol consumption, moderate drinkers who engaged in episodic heavy drinking had more than 2 times higher odds of 20-year mortality in comparison with regular moderate drinkers. CONCLUSIONS: Among older moderate drinkers, those who engage in episodic heavy drinking show significantly increased total mortality risk compared to regular moderate drinkers. Episodic heavy drinking-even when average consumption remains moderate-is a significant public health concern.

Al-Anon family groups' newcomers and members: Concerns about the drinkers in their lives.

BACKGROUND AND OBJECTIVES: Despite Al-Anon's widespread availability and use, knowledge is lacking about the drinkers in attendees' lives. We filled this gap by describing and comparing Al-Anon newcomers' and members' reports about their "main drinker" (main person prompting initial attendance). METHODS: Al-Anon's World Service Office mailed a random sample of groups, yielding completed surveys from newcomers (N = 362) and stable members (N = 265). RESULTS: Newcomers' and members' drinkers generally were comparable. They had known their drinker for an average of 22 years and been concerned about his or her's drinking for 9 years; about 50% had daily contact with the drinker. Most reported negative relationship aspects (drinker gets on your nerves; you disagree about important things). Newcomers had more concern about the drinker's alcohol use than members did, and were more likely to report their drinkers' driving under the influence. Drinkers' most frequent problem due to drinking was family arguments, and most common source of help was 12-step groups, with lower rates among drinkers of newcomers. Concerns spurring initial Al-Anon attendance were the drinker's poor quality of life, relationships, and psychological status; goals for initial attendance reflected these concerns. DISCUSSION AND CONCLUSIONS: The drinker's alcohol use was of less concern in prompting initial Al-Anon attendance, and, accordingly, the drinker's reduced drinking was a less frequently endorsed goal of attendance. SCIENTIFIC SIGNIFICANCE: Family treatments for substance use problems might expand interventions and outcome domains beyond abstinence and relationship satisfaction to include the drinker's quality of life and psychological symptoms and in turn relieve concerns of family members.

Mental illness and intensification of diabetes medications: an observational cohort study.

BACKGROUND: Mental health condition (MHC) comorbidity is associated with lower intensity care in multiple clinical scenarios. However, little is known about the effect of MHC upon clinicians' decisions about intensifying antiglycemic medications in diabetic patients with poor glycemic control. We examined whether delay in intensification of antiglycemic medications in response to an elevated Hemoglobin A1c (HbA1c) value is longer for patients with MHC than for those without MHC, and whether any such effect varies by specific MHC type. METHODS: In this observational study of diabetic Veterans Health Administration (VA) patients on oral antiglycemics with poor glycemic control (HbA1c ≥8) (N =52,526) identified from national VA databases, we applied Cox regression analysis to examine time to intensification of antiglycemics after an elevated HbA1c value in 2003-2004, by MHC status. RESULTS: Those with MHC were no less likely to receive intensification: adjusted Hazard Ratio [95% CI] 0.99 [0.96-1.03], 1.13 [1.04-1.23], and 1.12 [1.07-1.18] at 0-14, 15-30 and 31-180 days, respectively. However, patients with substance use disorders were less likely than those without substance use disorders to receive intensification in the first two weeks following a high HbA1c, adjusted Hazard Ratio 0.89 [0.81-0.97], controlling for sex, age, medical comorbidity, other specific MHCs, and index HbA1c value. CONCLUSIONS: For most MHCs, diabetic patients with MHC in the VA health care system do not appear to receive less aggressive antiglycemic management. However, the subgroup with substance use disorders does appear to have excess likelihood of non-intensification; interventions targeting this high risk subgroup merit attention.

Coping strategies predictive of adverse outcomes among community adults.

OBJECTIVES: To examine associations between coping strategies at baseline and adverse outcomes 13 years later, and whether gender and age moderated these associations. METHOD: Participants (N = 651) completed a survey on demographic characteristics, coping strategies, and psychosocial outcomes (negative life events, alcohol consumption, drinking problems, and suicidal ideation). RESULTS: At the follow-up (N = 521), more use of avoidance coping was associated with more drinking problems and suicidal ideation at follow-up. Men high in avoidance coping reported more alcohol consumption and suicidal ideation at follow-up than did men low on avoidance coping. Younger adults high in avoidance coping reported more negative life events at follow-up than did younger adults low on avoidance coping. CONCLUSIONS: Reliance on avoidance coping may be especially problematic among men and younger adults.

Alcoholics Anonymous and reduced impulsivity: a novel mechanism of change.

ABSTRACT   Reduced impulsivity is a novel, yet plausible, mechanism of change associated with the salutary effects of Alcoholics Anonymous (AA). Here, the authors review their work on links between AA attendance and reduced impulsivity using a 16-year prospective study of men and women with alcohol use disorders (AUDs) who were initially untreated for their drinking problems. Across the study period, there were significant mean-level decreases in impulsivity, and longer AA duration was associated with reductions in impulsivity. In turn, decreases in impulsivity from baseline to Year 1 were associated with fewer legal problems and better drinking and psychosocial outcomes at Year 1, and better psychosocial functioning at Year 8. Decreases in impulsivity mediated associations between longer AA duration and improvements on several Year 1 outcomes, with the indirect effects conditional on participants' age. Findings are discussed in terms of their potential implications for research on AA and, more broadly, interventions for individuals with AUDs.

Iatrogenic effects of psychosocial interventions: treatment, life context, and personal risk factors.

Between 7% and 15% of individuals who participate in psychosocial interventions for substance use disorders may be worse off after treatment than before. Intervention-related predictors of iatrogenic effects include lack of bonding; lack of goal direction and monitoring; confrontation, criticism, and high emotional arousal; models and norms for substance use; and stigma and inaccurate expectations. Life context and personal predictors include lack of support, criticism, and more severe substance use and psychological problems. Ongoing monitoring and safety standards are needed to identify and counteract adverse consequences of intervention programs.

Suicidal ideation in adult offspring of depressed and matched control parents: childhood and concurrent predictors.

BACKGROUND: Suicidal ideation predicts suicide behaviors; however, research is needed on risk factors for suicidal ideation in adults, a common developmental period for first suicide attempts. AIMS: To examine childhood and concurrent predictors of suicidal ideation among 340 adult offspring of depressed and matched control parents. METHOD: Parents were assessed at baseline, and adult offspring were assessed 23 years later. RESULTS: Offspring who reported past-month suicidal ideation (7%) had parents who, 23 years earlier, reported suicidal ideation, psychological inflexibility and use of avoidance coping. Offspring experiencing suicidal ideation were more likely to be unemployed and more depressed, consumed more alcohol and had more drinking problems. They were more anxious and inflexible, had weaker social ties and less cohesive families and had more negative life events and used more avoidance coping. A childhood risk index predicted offspring's suicidal ideation above and beyond concurrent factors. CONCLUSIONS: Along with concurrent risk factors, poor parental functioning may confer long-term risk for adult suicidal ideation. Interventions to prevent the transmission of suicidal ideation to offspring should focus on ameliorating parental risk factors.

Binge Drinking and Alcohol Problems Among Moderate Average-Level Drinkers.

INTRODUCTION: A significant amount of binge drinking among adults escapes public health scrutiny because it occurs among individuals who drink at a moderate average level. This observational study examined the role of a binge pattern of drinking in predicting alcohol problems among moderate drinkers in a U.S. national sample of adults. METHODS: Participants were 1,229 current drinkers aged ≥30 years from 2 waves of the study of Midlife Development in the United States, with a 9-year time lag (2004-2015) (analyzed in 2021‒2022). Negative binomial regression analyses were used to examine the number of alcohol problems, and binary logistic regression analyses were used to examine multiple (≥2) alcohol problems. RESULTS: Independent of the average level of drinking, binge drinking was linked with an almost 3 times increase in the number of concurrent alcohol problems and a 40% increase in the number of alcohol problems prospectively 9 years later. Moderate average level drinkers accounted for most cases of binge drinking and multiple alcohol problems. Among moderate drinkers, binge drinking was linked with a close to 5 times increase in concurrent multiple alcohol problems and a >2 times increase in multiple alcohol problems prospectively 9 years later. CONCLUSIONS: These results substantially broaden an increasing recognition that binge drinking is a public health concern among adults. Moderate average-level drinkers should be included in efforts to reduce alcohol problems in adults. These findings are applicable to primary and secondary prevention of alcohol problems with the potential to advance population health.

Are the rib fracture score and different computed tomography measures of obesity predictors for mortality in patients with rib fractures? A retrospective cohort study.

BACKGROUND: There is missing knowledge about the association of obesity and mortality in patients with rib fractures. Since the global measure of obesity (body mass index [BMI]) is often unknown in trauma patients, it would be convenient to use local computed tomography (CT)-based measures (e.g., umbilical outer abdominal fat) as a surrogate. The purpose of this study was to assess (1) whether local measures of obesity and rib fractures are associated with mortality and abdominal injuries and to evaluate (2) the correlation between local and global measures of obesity. MATERIALS AND METHODS: A retrospective cohort study included all inpatients with rib fractures in 2013. The main exposure variable was the rib fracture score (RFS) (number of rib fractures, uni- or bilateral, age). Other exposure variables were CT-based measures of obesity and BMI. The primary outcome (endpoint) was in-hospital mortality. The secondary outcome consisted of abdominal injuries. Sex and comorbidities were adjusted for with logistic regression. RESULTS: Two hundred and fifty-nine patients (median age 55.0 [IQR 44.0-72.0] years) were analyzed. Mortality was 8.5%. RFS > 4 was associated with 490% increased mortality (ORadjusted = 5.9, 95% CI 1.9-16.6, p = 0.002). CT-based measures and BMI were not associated with mortality, rib fractures or injury of the liver. CT-based measures of obesity showed moderate correlations with BMI (e.g., umbilical outer abdominal fat: r = 0.59, p < 0.001). CONCLUSIONS: RFS > 4 was an independent risk factors for increased mortality. Local and global measures of obesity were not associated with mortality, rib fractures or liver injuries. If the BMI is not available in trauma patients, CT-based measures of obesity may be considered as a surrogate.