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PURPOSE: Cerebral palsy (CP) and spina bifida (SB) are pediatric-onset disabilities. Adults living with CP/SB are in a greater need of preventive care than the general population due to their increased risk for chronic diseases. Our objective was to compare White/Black and White/Hispanic inequities in the use of preventive services. METHODS: Using 2007-2017 private claims data, we identified a total of 11,635 adults with CP/BS. Of these, 8,935 were White, 1,457 Black, and 1,243 Hispanic. We matched health-related variables (age, sex, comorbid conditions) between White adults and those in each minority subpopulation. Generalized estimating equations were used and all models were adjusted for age, sex, comorbidities, income, education, and US Census divisions. Outcomes of interest were: (1) any office visit; (2) any physical/occupational therapy; (3) wellness visit; (4) bone density screening; (5) cholesterol screening; and (6) diabetes screening. RESULTS: The rate of recommended services for all subpopulations of adults with CP/SB was low. Compared with White adults, Hispanic adults had lower odds of wellness visits (odds ratio [OR] = 0.71, 95% CI, 0.53-0.96) but higher odds of diabetes screening (OR = 1.48, 95% CI, 1.13-1.93). Compared with White adults, Black adults had lower odds of wellness visits (OR = 0.50, 95% CI, 0.24-1.00) and bone density screening (OR = 0.54, 95% CI, 0.31-0.95). CONCLUSIONS: Preventive service use among adults with CP/SB was low. Large White-minority disparities in wellness visits were observed. Interventions to address physical accessibility, adoption of telehealth, and increased clinician education may mitigate these disparities, particularly if initiatives target minority populations.

Continuity of care is considered a key metric of quality healthcare. Yet, continuity of care in adults aging with congenital disability and the factors that contribute to care continuity are largely unknown. Using data from a national private administrative health claims database in the United States (2007–2018). we examined continuity of care in 8596 adults (mean age 48.6 years) with cerebral palsy or spina bifida. Logistic regression models analyzed how proximity to health care facilities, availability of care providers, and community socioeconomic context were associated with more continuous care. We found that adults aging with cerebral palsy or spina bifida saw a variety of different physician specialty types and generally had discontinuous care. Individuals who lived in areas with more hospitals and residential care facilities received more continuous care than those with limited access to these resources. Residence in more affluent areas was associated with receiving more fragmented care. Findings suggest that over and above individual factors, community healthcare resources and socioeconomic context serve as important factors to consider in understanding continuity of care patterns in adults aging with cerebral palsy or spina bifida.

Longitudinal cohort study of privately insured beneficiaries with and without traumatic spinal cord injury (SCI).Compare the incidence of and adjusted hazards for psychological morbidities among adults with and without traumatic SCI, and examine the effect of chronic centralized and neuropathic pain on outcomes.Privately insured beneficiaries were included if they had an ICD-9-CM diagnostic code for traumatic SCI (n = 9081). Adults without SCI were also included (n = 1,474,232).Incidence of common psychological morbidities were compared at 5-years of enrollment. Survival models were used to quantify unadjusted and adjusted hazard ratios for incident psychological morbidities.Adults with SCI had a higher incidence of any psychological morbidity (59.1% vs. 30.9%) as compared to adults without SCI, and differences were to a clinically meaningful extent. Survival models demonstrated that adults with SCI had a greater hazard for any psychological morbidity (HR: 1.67; 95%CI: 1.61, 1.74), and all but one psychological disorder (impulse control disorders), and ranged from HR: 1.31 (1.24, 1.39) for insomnia to HR: 2.10 (1.77, 2.49) for post-traumatic stress disorder. Centralized and neuropathic pain was associated with all psychological disorders, and ranged from HR: 1.31 (1.23, 1.39) for dementia to HR: 3.83 (3.10, 3.68) for anxiety.Adults with SCI have a higher incidence of and risk for common psychological morbidities, as compared to adults without SCI. Efforts are needed to facilitate the development of early interventions to reduce risk of chronic centralized and neuropathic pain and psychological morbidity onset/progression in this higher risk population.

BACKGROUND Individuals living with cerebral palsy or spina bifida are at heightened risk for a number of chronic health conditions, such as secondary comorbidities, that may develop or be influenced by the disability, the presence of impairment, and/or the process of aging. However, very little is known about the prevalence and/or risk of developing secondary comorbidities among individuals living with cerebral palsy or spina bifida throughout adulthood. The objective of this study was to compare the prevalence of psychological, cardiometabolic, and musculoskeletal morbidity and multimorbidity among adults with and without cerebral palsy or spina bifida. METHODS Privately insured beneficiaries were included if they had an International Classification of Diseases, Ninth Revision, Clinical Modification diagnostic code for cerebral palsy or spina bifida (n = 29,841). Adults without cerebral palsy or spina bifida were also included (n = 5,384,849). Prevalence estimates of common psychological, cardiometabolic, and musculoskeletal morbidity and multimorbidity (≥2 conditions) were compared. RESULTS Adults living with cerebral palsy or spina bifida had a higher prevalence of all psychological disorders and psychological multimorbidity (14.6% vs. 5.4%), all cardiometabolic disorders and cardiometabolic multimorbidity (22.4% vs. 15.0%), and all musculoskeletal disorders and musculoskeletal multimorbidity (12.2% vs. 5.4%), as compared with adults without cerebral palsy or spina bifida, and differences were to a clinically meaningful extent. CONCLUSIONS Adults with cerebral palsy or spina bifida have a significantly higher prevalence of common psychological, cardiometabolic, and musculoskeletal morbidity and multimorbidity, as compared with adults without cerebral palsy or spina bifida. Efforts are needed to facilitate the development of improved clinical screening algorithms and early interventions to reduce risk of disease onset/progression in these higher risk populations. TO CLAIM CME CREDITS Complete the self-assessment activity and evaluation online at http://www.physiatry.org/JournalCME. CME OBJECTIVES Upon completion of this article, the reader should be able to: (1) List the main categories of morbidity that present with higher risk in adults with cerebral palsy and spina bifida; (2) Discuss the potential impact of multimorbidity on 'early aging' in adults living with cerebral palsy and spina bifida; and (3) Describe challenges that adults with cerebral palsy and spina bifida have in obtaining appropriate health care to address prevention and treatment of multimorbidity. LEVEL Advanced. ACCREDITATION The Association of Academic Physiatrists is accredited by the Accreditation Council for Continuing Medical Education to provide continuing medical education for physicians.The Association of Academic Physiatrists designates this Journal-based CME activity for a maximum of 1.0 AMA PRA Category 1 Credit(s)™. Physicians should only claim credit commensurate with the extent of their participation in the activity.

OBJECTIVES: On April 6, 2015, the largest private health insurer in the United States implemented a policy requiring prior authorization for all hysterectomies except those done as outpatient vaginal. The purpose of this policy was to increase utilization of vaginal hysterectomy; however, it is unknown whether this policy had its intended effect. We sought to analyze trends in hysterectomy routes before and after implementation of the prior authorization policy to see if utilization of vaginal hysterectomy increased. METHODS: This was a retrospective study using the Optum® Clinformatics Data Mart national claims database of women enrolled in a single national private health insurer who underwent hysterectomy for any indication between January 1, 2010 and June 30, 2016. Per-quarter utilization of hysterectomy routes (abdominal, laparoscopic, vaginal, and laparoscopic-assisted vaginal) were compared between the pre- and post-policy time periods using interrupted time series analyses. RESULTS: Data for 305,139 hysterectomies were available—248,821 in the pre-policy period and 56,318 in the post-period. Outpatient vaginal hysterectomy had the greatest increase in utilization of all routes and types; the average utilization per quarter in the pre-policy period was −0.61% and this increased to 0.21% in the post-policy period (p

AIM To develop a new comorbidity index for adults with cerebral palsy (CP), the Whitney Comorbidity Index (WCI), which includes relevant comorbidities for this population and better predicts mortality than the Charlson Comorbidity Index (CCI) and Elixhauser Comorbidity Index (ECI). METHOD Data from the Optum Clinformatics Data Mart was used for this retrospective cohort study. Diagnosis codes were used to identify adults aged 18 years or older with CP (n=1511 females, n=1511 males; mean [SD; range] age=48y [19y 2mo; 18-89y]) and all comorbidities in the year 2014. The WCI was developed based on the comorbidities of the CCI and ECI and other relevant comorbidities associated with 2-year mortality using Cox regression and competing risk analysis. The WCI was examined as unweighted (WCIunw ) and weighted (WCIw ). The model fit and discrimination (C-statistic) of each index was assessed using Cox regression. RESULTS Twenty-seven comorbidities were included in the WCI; seven new comorbidities that were not part of the CCI or ECI were added. The WCIunw and WCIw showed a better model fit and discrimination for 1- and 2-year mortality compared to the CCI and ECI. The WCIunw and WCIw were strong predictors for 1- and 2-year mortality (C-statistic [95% confidence interval] ranging from 0.81 [0.76-0.85] to 0.88 [0.82-0.94]). INTERPRETATION The new WCI, designed to include clinically relevant comorbidities, provides a better model fit and discrimination of mortality for adults with CP. WHAT THIS PAPER ADDS Common comorbidity indices exclude relevant comorbidities for adults with cerebral palsy (CP). A new comorbidity index for adults with CP was created by harmonizing clinical theory and data-driven methods. The Whitney Comorbidity Index better predicted 1- and 2-year mortality than other commonly used comorbidity indices.

Clear communication of statistical approaches can ensure healthcare research is well understood, reduce major errors and promote the advancement of science. Yet in contrast to the increasing complexity of data and analyses, published methods sections are at times insufficient for describing necessary details. Therefore, ensuring the quality, transparency and reproducibility of statistical approaches in healthcare research is essential.1 2 Such concerns are not just theoretical and have direct implications for research in the quality and safety field. For example, the Hospital Readmissions Reduction Program was instituted in 2012 by the US Centers for Medicare & Medicaid Services (CMS) and imposed financial penalties on hospitals with high readmission rates. Subsequent studies sought to determine the extent to which this programme was successful in reducing readmissions without promoting unintended consequences, such as increased mortality. Clearly defining the success or failure of this programme is essential, but in 2018 two prominent articles using the same CMS data set presented opposing results.3 4 These conflicts are undoubtedly due to differences in analytical choices, but specific differences are challenging to reconcile given statistical code was unavailable to readers. In another recent example, a major article was retracted due to the discovery of a statistical coding error that reversed the categorisation of treatment and control groups.5 This clinical trial examined a support programme for hospitalised patients with chronic obstructive pulmonary disease, originally reporting a lower risk of hospitalisation and emergency department visits, but in actuality demonstrating the support programme was associated with harm. Both cases demonstrate how better practices with statistical coding sharing at the time of publication may improve the quality of research. While the utility of statistical code sharing may seem self-evident, it occurs more infrequently than one would expect.2 We believe a principal barrier to statistical code sharing is …

STUDY OBJECTIVE: To evaluate if the addition of pharmacologic prophylaxis to mechanical prophylaxis for venous thromboembolism (VTE) is associated with change in perioperative outcomes in hysterectomy for benign indications. DESIGN: Retrospective cohort study SETTING: Michigan Surgical Quality Collaborative (MSQC) database PATIENTS: Those who underwent hysterectomy between July 2012 and June 2015 when VTE prophylaxis data was collected. INTERVENTIONS: Patients who received mechanical prophylaxis alone were compared to those receiving dual prophylaxis (mechanical and pharmacologic). Minimally invasive surgery (MIS) included laparoscopic, vaginal, robotic-assisted, and laparoscopic-assisted vaginal hysterectomy and were analyzed separately from abdominal (ABD) hysterectomy. MEASUREMENTS AND MAIN RESULTS: Propensity score matching was used to minimize confounding due to differences in demographic and perioperative characteristics. The primary outcome was estimated blood loss (EBL). Secondary outcomes were operative time, postoperative blood transfusion, VTE, surgical site infection, reoperation, readmission, and death. There were 1,803 matched pairs in the MIS analysis. In the ABD analysis, 2:1 matching was used with a total of 1,168 patients receiving mechanical prophylaxis alone matched to 616 receiving dual prophylaxis. EBL was higher by 54.5 cc (95% CI, 16.9 – 92.1) in those receiving dual prophylaxis in the ABD analysis but did not differ between groups in the MIS analysis. Operative time was significantly longer with dual prophylaxis in both MIS (18.3 mins; 95% CI, 13.8 – 22.8) and ABD (15.3 mins; 95% CI 9.0 – 21.6) surgical approaches. There were no differences in other secondary outcomes. CONCLUSION: The addition of pharmacologic prophylaxis to mechanical prophylaxis in benign hysterectomy was associated with longer operative time regardless of surgical approach and increased EBL in ABD hysterectomy. Given very low rates of VTE, no difference in other perioperative outcomes, and possible harm, it seems reasonable to encourage individualized rather than routine use of pharmacologic prophylaxis in benign hysterectomy patients receiving mechanical prophylaxis.

ImportanceThere has been a paucity of research examining the risk and cost of readmission among patients with Alzheimer disease and related dementias (ADRD) after a planned hospitalization for a broad set of medical and surgical procedures.ObjectiveTo examine 30-day readmission rates and episode costs, including readmission costs, for patients with ADRD compared with their counterparts without ADRD across Michigan hospitals.Design, Setting, and ParticipantsThis retrospective cohort study used 2012 to 2017 Michigan Value Collaborative data across different medical and surgical services stratified by ADRD diagnosis. A total of 66 676 admission episodes of care that occurred between January 1, 2012, and June 31, 2017, were identified for patients with ADRD using International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) and International Statistical Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) diagnostic codes for ADRD, along with 656 235 admission episodes in patients without ADRD. Using a generalized linear model framework, this study risk adjusted, price standardized, and performed episode payment winsorization. Payments were risk adjusted for age, sex, Hierarchical Condition Categories, insurance type, and prior 6-month payments. Selection bias was accounted for using multivariable logistic regression with propensity score matching without replacement using calipers. Data analysis was performed from January to December 2019.ExposurePresence of ADRD.Main Outcomes and MeasuresMain outcomes were 30-day readmission rate at the patient and county levels, 30-day readmission cost, and 30-day total episode cost across 28 medical and surgical services.ResultsThe study included 722 911 hospitalization episodes, of which 66 676 were related to patients with ADRD (mean [SD] age, 83.4 [8.6] years; 42 439 [63.6%] female) and 656 235 were related to patients without ADRD (mean [SD] age, 66.0 [15.4] years; 351 246 [53.5%] female). After propensity score matching, 58 629 hospitalization episodes were included for each group. Readmission rates were 21.5% (95% CI, 21.2%-21.8%) for patients with ADRD and 14.7% (95% CI, 14.4%-15.0%) for patients without ADRD (difference, 6.75 percentage points; 95% CI, 6.31-7.19 percentage points). Cost of 30-day readmission was $467 higher (95% CI of difference, $289-$645) among patients with ADRD ($8378; 95% CI, $8263-$8494) than those without ($7912; 95% CI, $7776-$8047). Across all 28 service lines examined, total 30-day episode costs were $2794 higher for patients with ADRD vs patients without ADRD ($22 371 vs $19 578; 95% CI of difference, $2668-$2919).Conclusions and RelevanceIn this cohort study, patients with ADRD had higher readmission rates and overall readmission and episode costs than their counterparts without ADRD. Hospitals may need to be better equipped to care for patients with ADRD, especially in the postdischarge period. Considering that any type of hospitalization may put patients with ADRD at a high risk of 30-day readmission, judicious preoperative assessment, postoperative discharge, and care planning are strongly advised for this vulnerable patient population.

Chronic pain is the most commonly reported physical symptomology of cerebral palsy (CP) and spina bifida (SB) throughout the lifespan, and yet, pain is perhaps the least understood comorbidity in these populations. The objective of this study was to compare the prevalence and types of pain diagnosed among adults living with and without CP or SB. In this retrospective cohort study, we analyzed data from a nationwide commercial insurance claims database. Beneficiaries were included if they had an International Classification of Diseases, Ninth revision, Clinical Modification diagnosis code for CP or SB (n = 22,648). Adults without CP or SB were also included as controls (n = 931,623). Pain phenotypes (nociceptive, nociplastic, and neuropathic pain) and pain multimorbidity (≥2 conditions) were compared. We found that adults living with CP or SB had a higher prevalence of any pain disorders (55.9% vs 35.2%), nociceptive pain (44.0% vs 26.7%), nociplastic pain (26.1% vs 11.9%), neuropathic pain (9.6% vs 5.6%), and pain multimorbidity (21.1% vs 8.4%), as compared to adults without CP or SB, and differences were to a clinically meaningful extent. Adjusted odds ratios of nociceptive pain (odds ratio [OR]: 2.20; 95% confidence interval [CI]: 2.15-2.24), nociplastic pain (OR: 2.47; 95% CI: 2.41-2.53), neuropathic pain (OR: 2.71; 95% CI: 2.54-2.89), and other pain (OR: 3.92; 95% CI: 3.67-4.19) were significantly higher for adults living with CP or SB. In conclusion, adults with CP or SB have a significantly higher prevalence and odds of common peripheral, central, and neuropathic pain disorders and pain multimorbidity, as compared to adults without CP or SB.

To compare the incidence and hazard of neuropsychiatric, musculoskeletal, and cardiometabolic conditions among adults with and without vision impairment (VI).Retrospective cohort study.The sample comprised enrollees in a large private health insurance provider in the United States, including 24 657 adults aged ≥18 years with VI and age- and sex-matched controls. The exposure variable, VI, was based on low vision and blindness International Classification of Diseases, Ninth and Tenth Revision, Clinical Modification (ICD-9-CM and ICD-10-CM), diagnosis codes. Physician-diagnosed incident neuropsychiatric, musculoskeletal, and cardiometabolic diseases were identified using ICD codes. Separate Cox proportional hazards regression models were used to assess the association of VI with incidence of 30 chronic conditions, adjusting for Elixhauser Comorbidity Index. Analyses were stratified by age 18-64 years and ≥65 years.In individuals with VI aged 18-64 years (n=7478), the adjusted hazard of neuropsychiatric (HR 2.1, 95% CI 1.9, 2.4), musculoskeletal (HR 1.8, 95% CI 1.7, 2.0), and cardiometabolic (HR 1.8, 95% CI 1.7, 2.0) diseases was significantly greater than in matched controls (mean 5.5 years follow-up). Similar associations were seen between patients with VI aged ≥65 years (n=17 179) for neuropsychiatric (HR 2.4, 95% CI 2.1, 2.7), musculoskeletal (HR 1.8, 95% CI 1.6, 1.9), and cardiometabolic (HR 1.7, 95% CI 1.4, 2.0) diseases. VI was associated with a higher hazard of each of the 30 conditions we assessed, with similar results in both age cohorts.Across the life span, adults with VI had an approximately 2-fold greater adjusted hazard for common neuropsychiatric, musculoskeletal, and cardiometabolic disorders compared with matched controls without VI.

Aim To examine the risk of Alzheimer disease and related dementia (ADRD) among adults with cerebral palsy (CP). Method Using administrative insurance claims data for 2007 to 2017 in the USA, we identified adults (45y or older) with a diagnosis of CP (n=5176). Adults without a diagnosis of CP were included as a typically developing comparison group (n=1 119 131). Using age, sex, ethnicity, other demographic variables, and a set of chronic morbidities, we propensity-matched individuals with and without CP (n=5038). Cox survival models were used to estimate ADRD risk within a 3-year follow up. Results The unadjusted incidence of ADRD was 9 and 2.4 times higher among cohorts of adults 45 to 64 years (1.8%) and 65 years and older (4.8%) with CP than the respective unmatched individuals without CP (0.2% and 2.0% among 45-64y and 65y or older respectively). Fully adjusted survival models indicated that adults with CP had a greater hazard for ADRD (among 45-64y: unmatched hazard ratio 7.48 [95% confidence interval {CI} 6.05-9.25], matched hazard ratio 4.73 [95% CI 2.72-8.29]; among 65y or older: unmatched hazard ratio 2.21 [95% CI 1.95-2.51], matched hazard ratio 1.73 [1.39-2.15]). Interpretation Clinical guidelines for early screening of cognitive function among individuals with CP need updating, and preventative and/or therapeutic services should be used to reduce the risk of ADRD.

BACKGROUND: Ileostomy surgery is associated with a high readmission rate, and care pathways to prevent readmissions have been proposed. However, the extent to which readmission rates have improved is unknown. This study examined rates of readmission and emergency department visits (“return to hospital”, or RTH) across hospitals in Michigan. METHODS: This was a retrospective cohort study of patients undergoing colorectal surgery with ileostomy formation from July 2012 to August 2017 in twenty Michigan Surgical Quality Collaborative (MSQC) hospitals. Primary outcome was RTH within 30 days of surgery. Multivariable logistic regression was used to identify risk factors for RTH. RTH rates over time were calculated, and hospitals’ risk-adjusted rates were estimated using a multivariable model. Hospitals were divided into quartiles by risk-adjusted RTH rates, and RTH rates were compared between quartiles. RESULTS: Of 982 patients, 28.5% experienced RTH. Rates of RTH did not decrease over time. Adjusted hospital RTH rates ranged from 9.4% to 43.3%. The risk-adjusted rate in the best performing hospital quartile was 17.5% vs. 37.3% in the worst-performing quartile (p< 0.001). Hospitals that were outliers for ileostomy RTH were not outliers for colorectal resection RTH in general. CONCLUSIONS: Rates of RTH following ileostomy surgery are high and vary between hospitals. This suggests inconsistent or ineffective use of pathways to prevent these events and potential for improvement. There is clear opportunity to standardize care to prevent RTH after ileostomy surgery.

The randomized, controlled BRIDGE trial established a lack of efficacy for use of bridging anticoagulation in warfarin-treated patients who underwent surgical procedures. A large nation-wide insurance claims database was used to perform a retrospective interrupted time series cohort study of adult patients with atrial fibrillation treated with warfarin who underwent surgical procedures. Patients were assessed for the use of low-molecular-weight heparin (LMWH) use as a periprocedural bridging anticoagulant between July 2015 and November 2017. The interrupted time series regression model was used to estimate the reduction in use of bridging LMWH following the publication of the BRIDGE trial in July 2015. The cohort consisted of 9,278 warfarin-treated patients with atrial fibrillation. Use of bridging LMWH declined by an estimated 6.7% (95% confidence interval [CI] 2.1% to 11.3%) to 13.0% following publication of the BRIDGE trial. The decline in bridging LMWH use was numerically larger for patients with a moderate- or high risk of stroke (8.9% decline, 95% CI 0.4% to 17.4%) than for patients at low risk for stroke (6.2% decline, 95% CI 0.7% to 11.5%). Significant predictors of bridging LMWH use include younger age and no co-morbid diabetes. In conclusion, this nation-wide, claims-based study identified a significant reduction in the use of bridging LMWH following the publication of the BRIDGE trial for warfarin-treated patients with AF.

Objective To examine the association between hearing aids (HAs) and time to diagnosis of Alzheimer disease (AD) or dementia, anxiety or depression, and injurious falls among adults, aged 66 years and older, within 3 years of hearing loss (HL) diagnosis. Design Retrospective cohort study. Setting We used 2008 to 2016 national longitudinal claims data (based on office visit, inpatient, or outpatient healthcare encounters) from a large private payer. We used Kaplan-Meier curves to examine unadjusted disease-free survival and crude and adjusted Cox regression models to examine associations between HAs and time to diagnosis of three age-related/HL-associated conditions within 3 years of HL diagnosis. All models were adjusted for age, sex, race/ethnicity, census divisions, and prior diagnosis of cardiovascular conditions, hypertension, hypercholesterolemia, obesity, and diabetes. Participants The participants included 114 862 adults, aged 66 years and older, diagnosed with HL. Measurement Diagnosis of (1) AD or dementia; (2) depression or anxiety; and (3) injurious falls. Intervention Use of HAs. Results Large sex and racial/ethnic differences exist in HA use. Approximately 11.3% of women vs 13.3% of men used HAs (95% confidence interval [CI] difference = -0.024 to -0.016). Approximately 13.6% of whites (95% CI = 0.13-0.14) vs 9.8% of blacks (95% CI = 0.09-0.11) and 6.5% of Hispanics (95% CI = 0.06-0.07) used HAs. The risk-adjusted hazard ratios of being diagnosed with AD/dementia, anxiety/depression, and injurious falls within 3 years after HL diagnosis, for those who used HAs vs those who did not, were 0.82 (95% CI = 0.76-0.89), 0.89 (95% CI = 0.86-0.93), and 0.87 (95% CI = 0.80-0.95), respectively. Conclusions Use of HAs is associated with delayed diagnosis of AD, dementia, depression, anxiety, and injurious falls among older adults with HL. Although we have shown an association between use of HAs and reduced risk of physical and mental decline, randomized trials are needed to determine whether, and to what extent, the relationship is causal. J Am Geriatr Soc 67:2362-2369, 2019.

Purpose: Individuals with cerebral palsy (CP) are susceptible to early development of high-burden medical conditions, which may place a considerable strain on health care resources. However, little is known about the prevalence of high-burden medical conditions or health care resource utilization among adults with CP. The purpose of this study was to determine the prevalence of high-burden medical conditions and health care resource utilization and costs among adults with CP, as compared to adults without CP. Patients and methods: Cross-sectional data from the 2016 Optum Clinformatics® Data Mart, a de-identified nationwide claims database of beneficiaries from a single private payer in the US. ICD-10-CM diagnosis codes were used to identify all medical conditions among beneficiaries with and without CP who were between 18 and 64 years of age. Medical and outpatient pharmacy claims were used to identify annual all-cause health care resource utilization and health care costs as standardized reimbursement and patient out-of-pocket costs. Results: Adults with CP (n=5,555) had higher prevalence and odds of all medical conditions compared to adults without CP (OR=1.3-5.8; all P

The Image Gently® campaign was launched by several radiological societies in 2007 to promote safe imaging in children. A goal of the campaign was to reduce ionizing radiation exposure in children. Given the recurrent nature of kidney stones, affected children are at risk for unnecessary ionizing radiation exposure from computerized tomography. We sought to determine whether the Image Gently campaign led to a decrease in the use of computerized tomography for evaluating children with nephrolithiasis. We hypothesized that the campaign was the primary cause of a reduction in the use of computerized tomography.We analyzed medical claims data from 2001 to 2015 identifying children with nephrolithiasis covered by the same commercial insurance provider. Using a difference in differences design, we estimated changes in computerized tomography use after the campaign started among patients less than 18 years old compared to a control group age 18 years or older with nephrolithiasis.We identified 12,734 children and 787,720 adults diagnosed with nephrolithiasis. Before 2007 quarterly rates of computerized tomography use during a stone episode (per 1,000 patients) were increasing at a parallel rate in children and adults (5.1 in children vs 7.2 in adults, p = 0.123). After the Image Gently campaign started the use of computerized tomography decreased in both groups but at a slightly higher rate in adults (difference in differences 2.96, 95% CI 0.00 to 5.91, p = 0.050).Although there has been a reduction in the use of computerized tomography among children with nephrolithiasis, given a similar trend seen in adults this change cannot be primarily attributed to the Image Gently campaign.

Objective: To determine the influence of delivery hospital on the rate of vaginal birth after cesarean (VBAC). Study Design: This retrospective cohort study used claims data from Blue Cross and Blue Shield of Michigan. Women with a prior cesarean and a singleton livebirth between 2012 and 2016 were included. We calculated the hospital-specific risk-standardized VBAC rates and median odds ratio as a measure of variation. Result: Hospital-level adjusted rates varied nearly 10-fold (3.7%-35.5%). Compared to the lowest volume hospitals (1st quartile), the likelihood of VBAC increased for those in the 2nd (adjusted OR 2.75 [95% CI 1.23-6.17]), 3rd (adjusted OR 3.73 [95% CI 1.59-8.75]), and 4th quartiles (adjusted OR 2.9 [95% CI 1.11-7.72]). The median OR suggested significant variation by hospital after adjustment. Conclusion: The delivery hospital itself explains a large amount of the variation in rates of VBAC after adjustment for patient and hospital characteristics.

Objective To identify the variation in estimated blood loss at the time of hysterectomy for benign indications and to analyze how blood loss is associated with measures of resource utilization and complications. Methods We conducted a retrospective cohort study and analyzed hysterectomy for benign indications at hospitals in the Michigan Surgical Quality Collaborative between January 1, 2013, and May 30, 2015. A sensitivity analysis was performed to identify how estimated blood loss was associated with measures of utilization (transfusion, readmission, reoperation, and length of stay) and postoperative complications. A hierarchical logistic regression model was used to identify patient level factors independently associated with estimated blood loss greater than 400 mL and to calculate a risk- and reliability-adjusted rate for each hospital. Results There were 18,033 hysterectomies for benign indications from 61 hospitals included for analysis. The median estimated blood loss was 100 mL, and the 90th percentile estimated blood loss was 400 mL. A sensitivity analysis demonstrated increased risks of transfusion, readmission, reoperation, length of stay, and major postoperative complications with estimated blood loss greater than 400 mL. The proportion of hysterectomies at hospitals in the collaborative with estimated blood loss greater than 400 mL ranged from 3.5% to 16.9% after risk and reliability adjustments. The risk factors with the highest adjusted odds for estimated blood loss greater than 400 mL included abdominal surgery compared with laparoscopic hysterectomy (adjusted odds ratio [aOR] 2.8, CI 2.3-3.5), surgical time longer than 3 hours (aOR 3.9, CI 3.3-4.5), and specimen weight greater than 250 g compared with less than 100 g (aOR 4.8, CI 3.9-5.8). Adhesive disease, low surgeon volume, being younger than 40 years of age, having a body mass index greater than 35, and the need for a preoperative transfusion were also statistically significantly associated with estimated blood loss greater than 400 mL. Conclusion There is fivefold variation in the hospital rate of hysterectomies with an estimated blood loss greater than 400 mL (90th percentile)-a threshold associated with significantly higher rates of health care utilization and complications. Avoidance of abdominal hysterectomy when possible may reduce intraoperative blood loss and associated sequelae.

BACKGROUND CONTEXT Individuals living with a spinal cord injury (SCI) are at heightened risk for a number of chronic health conditions such as secondary comorbidities that may develop or be influenced by the injury, the presence of impairment, and/or the process of aging. PURPOSE The objective of this study was to compare the incidence of and adjusted hazards for cardiovascular and metabolic (cardiometabolic) morbidities among adults following SCI compared to adults without SCIs. STUDY DESIGN/SETTING Longitudinal cohort from a nationwide insurance claims database. PATIENT SAMPLE Privately-insured beneficiaries were included if they had an ICD-9-CM diagnostic code for traumatic SCI (n=9,081). Adults without SCI were also included (n=1,474,232). OUTCOME MEASURES AND METHODS Incidence estimates of common cardiometabolic morbidities were compared at 4-years of enrollment. Survival models were used to quantify unadjusted and adjusted hazard ratios for incident cardiometabolic morbidities. RESULTS Adults living with traumatic SCIs had a higher 5-year incidence of any cardiometabolic morbidities (56.2% vs. 36.4%) as compared to adults without SCI, and differences were to a clinically meaningful extent. Survival models demonstrated that adults with SCI had a greater hazard for any cardiometabolic morbidity (Hazard Ratio [HR]: 1.67; 95%CI: 1.58, 1.76) and all cardiometabolic disorders; this ranged from HR: 1.45 (1.32, 1.59) for non-alcoholic fatty liver disease to HR: 3.55 (3.36, 3.76) for heart failure. CONCLUSIONS Adults with SCIs have a significantly higher incidence of and risk for common cardiometabolic morbidities, as compared to adults without SCIs. Efforts are needed to facilitate the development of improved clinical screening algorithms and early interventions to reduce risk of cardiometabolic disease onset/progression in this vulnerable population.

PURPOSE Persons with disabilities often experience uncoordinated health care, with repeated out-of-pocket copays. One purpose of the Patient Protection and Affordable Care Act (ACA) was to create zero copays for preventive health care including an annual wellness visit (AWV). The purpose of this study was to document the use of AWVs by persons with physical disabilities during the ACA rollout. METHODS An administrative claims database, including both Medicare Advantage (MA) and commercial (COM) payers from 2008 to 2016, was used to identify unique wellness visits for adults with physical disabilities. We used interrupted time series analysis to compare AWV use by insurance type, sex, disability type, and race over time. RESULTS The proportion of zero copays provided a timeline of ACA implementation categorized as pre-ACA, ACA-implementation, and post-ACA periods. By 2016, AWV use maximized at 47.6% (95% CI, 44.7%-50.8%) among COM-insured White women with congenital disabilities. By 2016, the lowest AWV use reached one-half the maximum, at 21.6% (95% CI, 18.4%-25.2%) among COM-insured Hispanic men with acquired disabilities. MA-insured Black and Hispanic men with acquired disabilities reached similarly low levels of AWV use. CONCLUSION The ACA mandated zero copays, thereby allowing persons with physical disabilities the option for preventive health care without cost. Insurance type and sex significantly influenced AWV use, followed by disability type and race. Gaps in AWV use were exposed by insurance type, sex, disability, and race for persons with disabilities. Gaps in AWV use were also exposed between the general population and persons with disabilities. Annals “Online First” article.

Introduction: For out-of-hospital cardiac arrests (OHCAs) unwitnessed by emergency responders, contact with the 911 system provides the earliest point for consistent data collection. Building upon previous tools, we developed a 911 call data abstraction instrument and tested it to see if it reliably tracked key metrics from 911 calls for dispatch assisted CPR in order to guide quality initiatives for OHCA. Methods: Data abstractors applied this tool to a random sample of 23 emergency medical services (EMS)-confirmed, second-party, non-traumatic, non-overdose adult OHCAs occurring prior to first responder arrival from November 2017 to November 2019 in Washtenaw County, Michigan. For each call, data elements were collected by 2 independent reviewers. We focused on key variables: 1) whether the arrest was recognized by dispatch in eligible cases (n=23), 2) whether instructed compressions were provided in eligible cases (n=23), and 3) the 911-time-to-first-instructed-compression (n=11). To evaluate interrater reliability, we calculated kappa statistics for categorical variables and intraclass correlation coefficients (ICC) for continuous variables. Results: We included 23 calls with an average patient age of 64.2 (SD: 10.9) lasting an average of ~5 mins. Overall, 16 patients were men and 7 were women. Thirteen calls originated from private residences, 9 from a public place, and 1 could not be identified. We found that OHCA was recognized by dispatch in 18 of the 23 calls (78%). Reviewers reported instructed compressions occurred in 14 of 23 calls (61%). The median 911-time-to-first-instructed-compression of calls where consistent measurement was possible (n=11) was 197.5 seconds (IQR: 2:30.0-4:44.0). Among calls, kappa statistics for recognition of cardiac arrest and provision of instruction compressions was 1.00 (n=23) and 0.91 (n=23), respectively, while the ICC for time-to-first instructed compression was >0.99 (n=11). Conclusions: Reviewing 911 calls with this tool was capable of collecting reliable information from independent reviewers on key events including critically important times. Collection of these data is a critical first step for evaluating system performance to improve survival from OHCA.

Introduction: Dispatch processes for prehospital management of out-of-hospital cardiac arrest (OHCA) vary greatly by region, and so do the barriers and facilitators of rapid time-to-first-treatment within those systems. In order to optimize local OHCA response, we sought to identify improvement targets by tracking time intervals during OHCA 911 calls and evaluating associated barriers and facilitators to timely OHCA prehospital care delivery. Methods: We developed a data abstraction tool to collect quantitative and qualitative data regarding key events in a random sample of 23 of emergency medical services (EMS)-confirmed, second-party, non-traumatic, non-overdose, non-facility adult OHCAs occurring prior to first responder arrival from November 2017 to November 2019 in Washtenaw County, Michigan. Trained abstractors double reviewed calls. We calculated descriptive statistics of key event times to summarize a timeline of care and evaluated qualitative data using thematic analysis to assess event intervals. Results: Based on quantitative and qualitative analyses, we created a timeline with summary data of dispatcher OHCA response based on an aggregate of 23 calls to 911 dispatch (see Figure 1). Data abstractors identified two intervals-of-interest as containing barriers to optimizing time-to-first treatment: 1) time between the first report of abnormal breathing and call taker statement of CPR need (Interval 1), and 2) time from patient positioning to the first compression instruction (Interval 2). Qualitative data suggested that these interval delays were a result of extensive efforts on the part of the call taker to reconfirm breathing status in particular. Additional barriers, such as the callers misunderstanding instruction, and on-scene physical limitations, were also identified. Conclusions: We identified two primary time intervals to target for improvement as well as barriers present in our local 911 system. These data may serve as a foundation to develop targeted interventions to optimize local systems of care for 911 dispatch workflows. Figure 1

Background People living with spinal cord injuries (SCIs) experience motor, sensory and autonomic impairments that cause musculoskeletal disorders following the injury and that progress throughout lifetime. The range and severity of issues are largely dependent on level and completeness of the injury and preserved function. Objective High risk of developing musculoskeletal morbidities among individuals after sustaining a traumatic SCI is well known in the clinical setting, however, there is a severe lack of evidence in literature. The objective of this study was to compare the incidence of and adjusted hazards for musculoskeletal morbidities among adults with and without SCIs. Methods Privately-insured beneficiaries were included if they had an ICD-9-CM diagnostic code for SCI (n = 9081). Adults without SCI were also included (n = 1,474,232). Incidence estimates of common musculoskeletal morbidities (e.g., osteoporosis, sarcopenia, osteoarthritis, fractures, etc.) were compared at 5-years of enrollment. Survival models were used to quantify unadjusted and adjusted hazard ratios for incident musculoskeletal morbidities. Results Adults living with traumatic SCIs had a higher incidence of any musculoskeletal morbidities (82.4% vs. 47.5%) as compared to adults without SCI, and differences were to a clinically meaningful extent. Survival models demonstrated that adults with SCI had a greater fully-adjusted hazard for any musculoskeletal morbidity (Hazard Ratio [HR]: 2.41; 95%CI: 2.30, 2.52), and all musculoskeletal disorders, and ranged from HR: 1.26 (1.14, 1.39) for rheumatoid arthritis to HR: 7.02 (6.58, 7.49) for pathologic fracture. Conclusions Adults with SCIs have a significantly higher incidence of and risk for common musculoskeletal morbidities, as compared to adults without SCIs. Efforts are needed to facilitate the development of improved clinical screening algorithms and early interventions to reduce risk of musculoskeletal disease onset/progression in this higher risk population.

Purpose The purpose of this study was to compare the incidence of, and adjusted hazards for, cardiometabolic morbidities among adults with and without cerebral palsy or spina bifida. Methods Privately insured beneficiaries were included if they had an International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) diagnostic code for cerebral palsy or spina bifida (n = 15,302). Adults without cerebral palsy or spina bifida were also included (n = 1,935,480). Incidence estimates of common cardiometabolic morbidities were compared at 4 years of enrollment. Survival models were used to quantify unadjusted and adjusted hazard ratios (HRs) for incident cardiometabolic morbidities. Results Adults living with cerebral palsy or spina bifida had a higher 4-year incidence of any cardiometabolic morbidity (41.5% vs 30.6%) as compared to adults without cerebral palsy or spina bifida, and differences were to a clinically meaningful extent. Fully adjusted survival models demonstrated that adults with cerebral palsy or spina bifida had a greater hazard for any cardiometabolic morbidity (HR: 1.52; 95% confidence interval [CI]: 1.47, 1.57), and all but 1 cardiometabolic disorder (nonalcoholic fatty liver disease) and ranged from HR: 1.20 (1.15, 1.25) for hypercholesterolemia to HR: 1.86 (1.74, 1.98) for heart failure. Conclusions Adults with cerebral palsy or spina bifida have a significantly higher incidence of, and risk for, common cardiometabolic morbidities, as compared to adults without cerebral palsy or spina bifida. Efforts are needed to facilitate the development of improved clinical screening algorithms and early interventions to reduce risk of cardiometabolic disease onset and progression in these higher-risk populations.

Objective: Current guidelines recommend use of combination therapy with angiotensin receptor blocker and neprilysin inhibitor (ARNI) (i.e., Entresto ® ) in patients with heart failure (HF) with reduced ejection fraction as a class 1 recommendation. Contemporary data on real-world use of these agents is lacking. Methods: This is a retrospective cohort study of individuals enrolled in Clinformatics® Data Mart Database (OptumInsight, Eden Prairie, MN from January 1, 2016 to December 31, 2018. We included all individuals ≥ 18 years, with two outpatient encounters or one inpatient encounter with a principal ICD 10 diagnosis for HFand 6 months of continuous enrollment. To further identify patients with reduced ejection fraction, we only included individuals who received prescriptions for beta-blockers and angiotensin converting enzyme inhibitors/ angiotensin receptor blockers. Comorbidities were identified using Elixhauser comorbidity index.. Multivariate logistic regression model was used to identify predictors of ARNI use. Results: A total of 154,777 patients were included in our cohort. Overall, 5,834 patients (3.8%) received an ARNI prescription. Use of ARNI increased from 1.4% in 2016 to 3.9% in 2018 (p Conclusion: Rates of ARNI use remain low among patients with heart failure with racial and gender disparities. Heart Failure patients receiving care with a cardiologist were more likely to receive ARNI. Out of pocket cost for this medication remains high and may be a significant barrier to its use.

Background: Open science improves methodological rigor, limits duplication, and helps researchers build upon existing findings. Yet despite the importance of open science in cardiovascular outcomes research, it may be limited by difficulties in accessing statistical code after publication. We evaluated the ease of obtaining statistical code from published research in high-profile journals. Methods: We identified all studies published in 6 general medical journals that utilized Medicare Parts A and B data in 2017 and 2018: Annals of Internal Medicine, BMJ, JAMA, JAMA Internal Medicine, Lancet, and New England Journal of Medicine . We focused on studies utilizing national Medicare data given their widespread use in outcomes research. We targeted recent studies to minimize barriers to accessing code as research teams change over time. Using these criteria, we identified 51 research articles with 41 unique corresponding authors. We contacted these authors to request statistical code for their publications via email up to 3 times at 2-week intervals. When code was provided to us, we assessed its integrity and completeness. Results: Of 51 studies we identified, 3 had full or partial code already publicly available. Of the remaining 48 studies, 7 codes (corresponding to 6 authors) were sent to us, leading to a total of 10 out of 51 articles with full or partial code availability (Figure 1). Overall, we received responses from 19 of the 41 authors. Thirteen corresponding authors declined to share code for numerous reasons. Reasons given for not sharing code included researchers leaving prior positions, analysts leaving research teams, and likelihood of significant delays due to seeking permission from research sponsors. We received no responses from 22 of 41 corresponding authors (Figure 1). Conclusion: We found significant barriers to accessing statistical code after publication in research articles utilizing Medicare data in general medical journals, and we were unable to access statistical codes in over 80% of cases. The inability to obtain codes associated with scientific analyses may represent an important challenge for reproducibility in cardiovascular outcomes research.

Background: Patients who have intellectual/developmental disabilities (IDDs) develop atherosclerotic cardiovascular disease (ASCVD) or heart failure (HF) at rates similar to or higher than the general population. They also face disparities accessing and using health care services. Objective: To determine if disparities exist in the use of guideline-based pharmacotherapy (GBP) for ASCVD or HF for adults with IDD. Methods: Using the 2014 Clinformatics Data Mart Database, adults with ASCVD or HF were divided into IDD or non-IDD groups. Patients with contraindications for GBP medications were excluded. Use of GBP between IDD and non-IDD groups was examined. Subgroup analysis included comparisons between IDD groups. Results: For HF, 1011 patients with IDD and 236,638 non-IDD patients were identified. For ASCVD, 2190 IDD and 790,343 non-IDD patients were identified. We found that 47.9%, 35.8%, and 13.1% of IDD and 58.7%, 48.4%, and 18.9% of non-IDD patients had pharmacy claims for statins ( P < 0.001), β-blockers ( P < 0.001), or antiplatelet therapy ( P < 0.001), respectively. For HF, 46.8% and 50.3% of IDD and 59.8% and 55.4% of non-IDD patients had pharmacy claims for β-blockers (P < 0.001) and angiotensin-converting enzyme (ACE) inhibitors or angiotensin-receptor blockers (ARBs; P = 0.003), respectively. In all but one multivariate regression models patients with IDD were less likely to use GBP than patients in the non-IDD group. Subgroup analysis revealed that patients who had Down syndrome had lower GBP use in 4 of the 5 measures. Conclusion and Relevance: Disparities exist in the use of GBP for patients with IDD with ASCVD or HF. Patients who have an IDD should be examined by clinicians to ensure appropriate access to and use of GBP.

Objective To provide focused evaluation of predictive modeling of electronic medical record (EMR) data to predict 30 day hospital readmission. Design Systematic review. Data source Ovid Medline, Ovid Embase, CINAHL, Web of Science, and Scopus from January 2015 to January 2019. Eligibility criteria for selecting studies All studies of predictive models for 28 day or 30 day hospital readmission that used EMR data. Outcome measures Characteristics of included studies, methods of prediction, predictive features, and performance of predictive models. Results Of 4442 citations reviewed, 41 studies met the inclusion criteria. Seventeen models predicted risk of readmission for all patients and 24 developed predictions for patient specific populations, with 13 of those being developed for patients with heart conditions. Except for two studies from the UK and Israel, all were from the US. The total sample size for each model ranged between 349 and 1 195 640. Twenty five models used a split sample validation technique. Seventeen of 41 studies reported C statistics of 0.75 or greater. Fifteen models used calibration techniques to further refine the model. Using EMR data enabled final predictive models to use a wide variety of clinical measures such as laboratory results and vital signs; however, use of socioeconomic features or functional status was rare. Using natural language processing, three models were able to extract relevant psychosocial features, which substantially improved their predictions. Twenty six studies used logistic or Cox regression models, and the rest used machine learning methods. No statistically significant difference (difference 0.03, 95% confidence interval −0.0 to 0.07) was found between average C statistics of models developed using regression methods (0.71, 0.68 to 0.73) and machine learning (0.74, 0.71 to 0.77). Conclusions On average, prediction models using EMR data have better predictive performance than those using administrative data. However, this improvement remains modest. Most of the studies examined lacked inclusion of socioeconomic features, failed to calibrate the models, neglected to conduct rigorous diagnostic testing, and did not discuss clinical impact.