A Satellite Account for Health in the United States.

This paper develops a satellite account for the US health sector and measures productivity growth in health care for the elderly population between 1999 and 2012. We measure the change in medical spending and health outcomes for a comprehensive set of 80 conditions. Medical care has positive productivity growth over the time period, with aggregate productivity growth of 1.5% per year. However, there is significant heterogeneity in productivity growth. Care for cardiovascular disease has had very high productivity growth. In contrast, care for people with musculoskeletal conditions has been costly but has not led to improved outcomes.

Attributing medical spending to conditions: A comparison of methods.

To understand the cost burden of medical care it is essential to partition medical spending into conditions. Two broad strategies have been used to measure disease-specific spending. The first attributes each medical claim to the condition that physicians list as its cause. The second decomposes total spending for a person over a year to their cumulative set of health conditions. Traditionally, this has been done through regression analysis. This paper has two contributions. First, we develop a new cost attribution method to attribute spending to conditions using a more flexible attribution approach, based on propensity score analysis. Second, we compare the propensity score approach to the claims-based approach and the regression approach in a common set of beneficiaries age 65 and older in the 2009 Medicare Current Beneficiary Survey. Our estimates show that the three methods have important differences in spending allocation and that the propensity score model likely offers the best theoretical and empirical combination.

COMBINING INFORMATION FROM MULTIPLE DATA SOURCES TO ASSESS POPULATION HEALTH.

Information about an extensive set of health conditions on a well-defined sample of subjects is essential for assessing population health, gauging the impact of various policies, modeling costs, and studying health disparities. Unfortunately, there is no single data source that provides accurate information about health conditions. We combine information from several administrative and survey data sets to obtain model-based dummy variables for 107 health conditions (diseases, preventive measures, and screening for diseases) for elderly (age 65 and older) subjects in the Medicare Current Beneficiary Survey (MCBS) over the fourteen-year period, 1999-2012. The MCBS has prevalence of diseases assessed based on Medicare claims and provides detailed information on all health conditions but is prone to underestimation bias. The National Health and Nutrition Examination Survey (NHANES), on the other hand, collects self-reports and physical/laboratory measures only for a subset of the 107 health conditions. Neither source provides complete information, but we use them together to derive model-based corrected dummy variables in MCBS for the full range of existing health conditions using a missing data and measurement error model framework. We create multiply imputed dummy variables and use them to construct the prevalence rate and trend estimates. The broader goal, however, is to use these corrected or modeled dummy variables for a multitude of policy analysis, cost modeling, and analysis of other relationships either using them as predictors or as outcome variables.

Explaining The Slowdown In Medical Spending Growth Among The Elderly, 1999-2012.

We examined trends in per capita spending for Medicare beneficiaries ages sixty-five and older in the United States in the period 1999-2012 to determine why spending growth has been declining since around 2005. Decomposing spending by condition, we found that half of the spending slowdown was attributable to slower growth in spending for cardiovascular diseases. Spending growth also slowed for dementia, renal and genitourinary diseases, and aftercare for people with acute illnesses. Using estimates from the medical literature of the impact of pharmaceuticals on acute disease, we found that roughly half of the reduction in major cardiovascular events was attributable to medications controlling cardiovascular risk factors. Despite this substantial cost-saving improvement in cardiovascular health, additional opportunities remain to lower spending through disease prevention and control.

Gaining the Patient Reported Outcomes Measurement Information System (PROMIS) perspective in chronic kidney disease: a Midwest Pediatric Nephrology Consortium study.

BACKGROUND AND OBJECTIVES: Chronic kidney disease is a persistent chronic health condition commonly seen in pediatric nephrology programs. Our study aims to evaluate the sensitivity of the Patient Reported Outcomes Measurement Information System (PROMIS) pediatric instrument to indicators of disease severity and activity in pediatric chronic kidney disease. METHODS: This cross sectional study included 233 children 8-17 years old, with chronic kidney disease from 16 participating institutions in North America. Disease activity indicators, including hospitalization in the previous 6 months, edema, and number of medications consumed daily, as well as disease severity indicators of kidney function and coexisting medical conditions were captured. PROMIS domains, including depression, anxiety, social-peer relationships, pain interference, fatigue, mobility, and upper extremity function, were administered via web-based questionnaires. Absolute effect sizes (AES) were generated to demonstrate the impact of disease on domain scores. Four children were excluded because of missing glomerular filtration rate (GFR) estimations. RESULTS: Of the 229 children included in the final analysis, 221 completed the entire PROMIS questionnaire. Unadjusted PROMIS domains were responsive to chronic kidney disease activity indicators and number of coexisting conditions. PROMIS domain scores were worse in the presence of recent hospitalizations (depression AES 0.33, anxiety AES 0.42, pain interference AES 0.46, fatigue AES 0.50, mobility AES 0.49), edema (depression AES 0.50, anxiety AES 0.60, pain interference AES 0.77, mobility AES 0.54) and coexisting medical conditions (social peer-relationships AES 0.66, fatigue AES 0.83, mobility AES 0.60, upper extremity function AES 0.48). CONCLUSIONS: The PROMIS pediatric domains of depression, anxiety, social-peer relationships, pain interference, and mobility were sensitive to the clinical status of children with chronic kidney disease in this multi-center cross sectional study. We demonstrated that a number of important clinical characteristics including recent history of hospitalization and edema, affected patient perceptions of depression, anxiety, pain interference, fatigue and mobility. The PROMIS instruments provide a potentially valuable tool to study the impact of chronic kidney disease. Additional studies will be required to assess responsiveness in PROMIS score with changes in disease status over time.

Promising insights into the health related quality of life for children with severe obesity.

BACKGROUND: Childhood obesity is a growing health concern known to adversely affect quality of life in children and adolescents. The Patient Reported Outcomes Measurement Information System (PROMIS) pediatric measures were developed to capture child self-reports across a variety of health conditions experienced by children and adolescents. The purpose of this study is to begin the process of validation of the PROMIS pediatric measures in children and adolescents affected by obesity. METHODS: The pediatric PROMIS instruments were administered to 138 children and adolescents in a cross-sectional study of patient reported outcomes in children aged 8-17 years with age-adjusted body mass index (BMI) greater than the 85th percentile in a design to establish known-group validity. The children completed the depressive symptoms, anxiety, anger, peer relationships, pain interference, fatigue, upper extremity, and mobility PROMIS domains utilizing a computer interface. PROMIS domains and individual items were administered in random order and included a total of 95 items. Patient responses were compared between patients with BMI 85 to<99th percentile versus ≥99th percentile. RESULTS: 136 participants were recruited and had all necessary clinical data for analysis. Of the 136 participants, 5% ended the survey early resulting in missing domain scores at the end of survey administration. In multivariate analysis, patients with BMI ≥ 99th percentile had worse scores for depressive symptoms, anger, fatigue, and mobility (p<0.05). Parent-reported exercise was associated with better scores for depressive symptoms, anxiety, and fatigue (p<0.05). CONCLUSIONS: Children and adolescents ranging from overweight to severely obese can complete multiple PROMIS pediatric measures using a computer interface in the outpatient setting. In the 5% with missing domain scores, the missing scores were consistently found in the domains administered last, suggesting the length of the assessment is important. The differences in domain scores found in this study are consistent with previous reports investigating the quality of life in children and adolescents with obesity. We show that the PROMIS instrument represents a feasible and potentially valuable instrument for the future study of the effect of pediatric obesity on quality of life.

Gaining the PROMIS perspective from children with nephrotic syndrome: a Midwest pediatric nephrology consortium study.

BACKGROUND AND OBJECTIVES: Nephrotic syndrome (NS) represents a common disease in pediatric nephrology typified by a relapsing and remitting course and characterized by the presence of edema that can significantly affect the health-related quality of life in children and adolescents. The PROMIS pediatric measures were constructed to be publically available, efficient, precise, and valid across a variety of diseases to assess patient reports of symptoms and quality of life. This study was designed to evaluate the ability of children and adolescents with NS to complete the PROMIS assessment via computer and to initiate validity assessments of the short forms and full item banks in pediatric NS. Successful measurement of patient reported outcomes will contribute to our understanding of the impact of NS on children and adolescents. DESIGN: This cross-sectional study included 151 children and adolescents 8-17 years old with NS from 16 participating institutions in North America. The children completed the PROMIS pediatric depression, anxiety, social-peer relationships, pain interference, fatigue, mobility and upper extremity functioning measures using a web-based interface. Responses were compared between patients experiencing active NS (n = 53) defined by the presence of edema and patients with inactive NS (n = 96) defined by the absence of edema. RESULTS: All 151 children and adolescents were successfully able to complete the PROMIS assessment via computer. As hypothesized, the children and adolescents with active NS were significantly different on 4 self-reported measures (anxiety, pain interference, fatigue, and mobility). Depression, peer relationships, and upper extremity functioning were not different between children with active vs. inactive NS. Multivariate analysis showed that the PROMIS instruments remained sensitive to NS disease activity after adjusting for demographic characteristics. CONCLUSIONS: Children and adolescents with NS were able to successfully complete the PROMIS instrument using a web-based interface. The computer based pediatric PROMIS measurement effectively discriminated between children and adolescents with active and inactive NS. The domain scores found in this study are consistent with previous reports investigating the health-related quality of life in children and adolescents with NS. This study establishes known-group validity and feasibility for PROMIS pediatric measures in children and adolescents with NS.

Inpatient health care utilization in the United States among children, adolescents, and young adults with nephrotic syndrome.

BACKGROUND: Data describing inpatient health care utilization in children with nephrotic syndrome and related severe complications are limited. Our goals were to describe the charges, length of stay (LOS), and number of hospitalizations among children, adolescents, and young adults with nephrotic syndrome. STUDY DESIGN: A cross-sectional analysis of the Kids' Inpatient Database (KID) database from the Healthcare Cost and Utilization Project (HCUP). The HCUP-KID is an all-payer database of hospital discharges for children, adolescents, and young adults in the United States compiled every 3 years by the Agency for Healthcare Research and Quality. SETTING & PARTICIPANTS: HCUP-KID data were obtained for the 2006 and 2009 cohort years. We identified patients by searching discharges for nephrotic syndrome International Classification of Diseases, Ninth Revision, Clinical Modification diagnosis codes. PREDICTOR: Patient demographics, disease complications in children, adolescents, and young adults hospitalized with nephrotic syndrome. OUTCOME: Number of hospitalizations, mean charges, and LOS for children, adolescents, and young adults hospitalized with nephrotic syndrome. RESULTS: There were 6,308 hospitalization discharges in children, adolescents, and young adults with a primary or secondary diagnosis of nephrotic syndrome reported by 38 and 44 states in 2006 and 2009, respectively, representing an estimated 9,934 discharges nationally. Nephrotic syndrome resulted in an estimated 48,700 inpatient days and charges totaling $259 million. The mean charge per hospitalization was ∼$26,500 (SE, $1,100) and LOS was 5 days (SE, 0.1). 16% of discharges for nephrotic syndrome had a diagnosis code for at least one severe complication, including thromboembolism (3.6%), septicemia (3.8%), peritonitis (2.6%), pneumonia (5.4%), or diabetes (2.4%). Multivariable analysis showed age 15 years or older, race, higher socioeconomic status, acute renal failure, thromboembolic disease, hypertension, and infections predicted higher mean hospitalization charges. LIMITATIONS: The HCUP-KID database collects data on a hospitalization level. Consequently, health care utilization on an individual patient level or in the outpatient environment is not possible. CONCLUSIONS: We present a comprehensive description of inpatient health care utilization in children, adolescents, and young adults with nephrotic syndrome. The complications of nephrotic syndrome, including thromboembolism, infection, and hypertension, contribute significantly to these charges.

Inpatient health care utilization by children and adolescents with systemic lupus erythematosus and kidney involvement.

OBJECTIVE: To evaluate inpatient health care utilization for children with systemic lupus erythematosus (SLE) with and without kidney disease. METHODS: The Healthcare Cost and Utilization Project Kids' Inpatient Database for the years 2000, 2003, and 2006 was used for this analysis. SLE hospitalizations from the 2006 cohort were identified and classified as those with versus without kidney involvement by International Classification of Diseases, Ninth Revision, Clinical Modification codes. Analyses were performed to examine determinants of hospitalization charges and changes in charges over time. RESULTS: In the US, 7,390 SLE-related pediatric hospitalizations generated $267 million in total charges in 2006. Of these, 4,193 discharges had kidney involvement. The average hospitalization charge was greater for SLE patients with kidney involvement compared to those without kidney involvement ($43,100 versus $28,500; P < 0.0001). In multivariate analysis, kidney involvement remained a significant predictor of hospitalization charges, independent of demographic and hospital characteristics (P < 0.0001). SLE-associated acute kidney failure, transplant, and end-stage kidney disease resulted in greater hospitalization charges than SLE without kidney involvement by $74,900 (P < 0.0001), $32,700 (P = 0.0002), and $27,400 (P < 0.0001), respectively. CONCLUSION: In the US, >7,000 hospitalizations occurred in 2006 among children with SLE, with nearly 57% demonstrating kidney involvement. Kidney involvement is a major determinant of hospitalization charges for these children. This study represents one of the first large-scale assessments of in-hospital health care utilization by children with SLE.

Recent trends in healthcare utilization among children and adolescents with hypertension in the United States.

The objective of this study was to evaluate the healthcare utilization of hospitalized children with hypertension. The Healthcare Cost and Utilization Project Kids' Inpatient Database, years 1997, 2000, 2003, and 2006, was used to identify hypertension hospitalizations. We examined the association of patient and hospital characteristics on hypertension charges. Data from each cohort year were used to analyze trends in charges. We found that 71282 pediatric hypertension hospitalizations generated $3.1 billion in total charges from 1997 to 2006. Approximately 68% were 10 to 18 years old, 55% were boys, and 47% were white. Six percent of claims with a diagnosis code for hypertension also had a diagnosis code for end-stage renal disease or renal transplant. The frequency of hypertension discharges increased over time (P=0.02 for each of age groups 2-9 years and 2-18 years; P=0.03 for age group 10-18 years), as well as the fraction of inpatient charges attributed to hypertension (P<0.0001). Length of stay and end-stage renal disease were associated with increases in hospitalization associated charges (P<0.0001 and P=0.03, respectively). During the 10-year study period, the frequency of hypertension-associated hospitalizations was increasing across all of the age groups, and the fraction of charges related to hypertension was also increasing. The coexisting condition of end-stage renal disease resulted in a significant increase in healthcare charges.

Blood pressure control among persons without and with chronic kidney disease: US trends and risk factors 1999-2006.

Recent guidelines recommending more aggressive blood pressure control in patients with chronic kidney disease have unknown impact. We assessed trends in and predictors of blood pressure control in 8829 adult National Health and Nutrition Examination Survey 1999-2006 participants with hypertension (self-report, measured blood pressure, or use of antihypertensive medications), without (n=7178) and with (n=1651) chronic kidney disease. Uncontrolled blood pressure was defined as follows: general definition, systolic blood pressure > or =140 mm Hg and diastolic blood pressure > or =90 mm Hg, and disease-specific definition, systolic blood pressure > or =130 mm Hg and diastolic blood pressure > or =85 mm Hg (1999-2002) and systolic blood pressure > or =130 mm Hg and diastolic blood pressure > or =80 mm Hg (2003-2006) for those with chronic kidney disease (estimated glomerular filtration rate: <60 mL/min per 1.73 m(2)) or diabetes mellitus (self-report). Proportions with uncontrolled blood pressure in 1999-2006 were greater in those with chronic kidney disease versus those without chronic kidney disease (51.5% versus 48.7% [general definition: P=0.122] and 68.8% versus 51.7% [disease-specific definition: P<0.001]). In those with chronic kidney disease, there were significant decreases in uncontrolled blood pressure over time (55.9% to 47.8% [general definition: P=0.011]). With adjustment for demographic, socioeconomic, and clinical variables, older age (P<0.001) and lack of antihypertensive treatment (P<0.001) were associated with uncontrolled blood pressure, regardless of chronic kidney disease status; nonwhite race (P=0.002) was associated in those without chronic kidney disease, whereas female sex (P=0.030) was associated in those with chronic kidney disease. Multiple medications (P<0.001) and angiotensin-converting enzyme inhibitors/angiotensin II receptor blockers (P=0.001) were associated with less uncontrolled blood pressure. Although some improvement has occurred over time, uncontrolled blood pressure remains highly prevalent, especially in subjects with chronic kidney disease and in nonwhites, older persons, and women. Therapy appears suboptimal.

Patient awareness of chronic kidney disease: trends and predictors.

BACKGROUND: The impact of recent guidelines for early detection and prevention of chronic kidney disease (CKD) on patient awareness of disease and factors that might be associated with awareness have not been well described. METHODS: Awareness rates were assessed in 2992 adults (age, > or =20 years) with CKD stages 1 to 4 from a nationally representative, cross-sectional survey (National Health and Nutrition Examination Survey 1999-2004). Awareness of CKD was defined by an answer of yes to "Have you ever been told you have weak or failing kidneys?" Potential predictors of awareness included demographics, access to care, and clinical and lifestyle factors, which were assessed by standardized interviewer-administered questionnaires and physical examinations. We examined independent associations of patient characteristics with awareness in those with CKD stage 3 (n = 1314) over 6 years using multivariable logistic regression. RESULTS: Awareness improved over time in those with CKD stage 3 only (4.7% [95% confidence interval {CI}, 2.6%-8.5%], 8.9% [95% CI, 7.1%-11.2%], and 9.2% [95% CI, 6.1%-13.8%] for 1999-2000, 2001-2002, and 2003-2004, respectively; P = .04, adjusted for age, sex, and race). Having proteinuria (odds ratio, 3.04 [95% CI, 1.62-5.70]), diabetes (OR, 2.19 [95% CI, 1.03-4.64]), and hypertension (OR, 2.92 [95% CI, 1.57-5.42]) and being male (OR, 2.06 [95% CI, 1.15-3.69]) were all statistically significantly associated with greater awareness among persons with CKD stage 3 after adjustment. Chronic kidney disease awareness increased almost 2-fold for those with CKD stage 3 over recent years but remains low. Persons with risk factors for CKD (proteinuria, diabetes, hypertension, and male sex) were more likely to be aware of their stage 3 disease. CONCLUSION: Renewed and innovative efforts should be made to increase CKD awareness among patients and health care providers.

Self-efficacy as a predictor to PFMT adherence in a prevention of urinary incontinence clinical trial.

Past research suggests a positive correlation between self-efficacy (SE) and adherence to behavioral interventions. Less is known about SE and adherence in behavioral programs that are preventive in nature and specific to urinary incontinence (UI). Using treatment-group data from a previously reported randomized controlled trial, the authors assess the role of SE in predicting adherence to pelvic-floor muscle training (PFMT) for UI prevention in a sample of postmenopausal women. Results indicate that at 12 months follow-up, nearly 70% of participants reported medium or high adherence, performing the recommended PFMT regimen 2 to 3 times per week or more. Summary scores of both Task SE, beta = .25, SE (beta) = .08, p < .01, and Regulatory SE, beta = .43, SE (beta) = .06, p < .0001, predict adherence. Also, the authors found a modest decline in self-efficacy scores over time. These findings highlight the importance of SE in sustained behavioral change.

Adherence to a behavioral program to prevent incontinence.

This exploratory study assesses factors predicting adherence to a behavioral intervention to prevent urinary incontinence. Community-dwelling, post-menopausal women (N = 164) were taught pelvic floor muscle training (PFMT) and bladder training (BT) and followed with surveys for 1 year. Content analysis of open-ended responses coded descriptions of approaches participants used to incorporate PFMT into daily life. Exploratory bivariate and logistic regression analyses determined predictors of approach used and adherence. Results indicate women incorporated PFMT into their lives using either a routine or ad hoc approach. Those using a routine approach at 3 months were 12 times more likely to adhere (odds ratio [OR] = 12.4, confidence interval [CI] = 4.0-38.8, p < .001) at a high level at 3 months and significantly more likely to maintain that level 12 months post-intervention (OR = 2.7, CI = 1.2-6.0, p < .014). Practicing BT was related to high adherence.

Evaluation of a mass mailing recruitment strategy to obtain a community sample of women for a clinical trial of an incontinence prevention intervention.

OBJECTIVES: Questions exist about using mass mailings to recruit representative samples to participate in clinical trials. The MESA Prevention Study (Medical, Epidemiologic and Social Aspects of Aging), a randomized controlled clinical trial to prevent urinary incontinence (UI), utilized a mass mailing recruitment procedure to recruit a representative sample of women to participate in a behavioral modification program. This paper seeks to expand the literature of mass mailing recruitment strategies for prevention studies by describing the procedures used to recruit healthy, continent, post-menopausal women aged 55-80 years. METHODS: Sociodemographic data collected from recruited subjects is compared with on-line national census data to evaluate the representativeness of the sample recruited from a purchased mailing list. RESULTS: The mass mailing procedure resulted in 3.3% positive response. Of those that returned a positive response, 37.6% were deemed eligible at first screening. Comparisons of study demographic data with state and county census data indicate that the sample obtained was representative of the communities. CONCLUSIONS: The mass mailing strategy was an effective means of recruiting a representative sample of women, aged 55-80. Short falls and recommendations for successful community sample recruitment strategies for clinical trials in older adult women are elaborated upon.

Learning outcomes of a group behavioral modification program to prevent urinary incontinence.

This study describes acquisition of knowledge and motor skill in bladder training (BT) and pelvic floor muscle training (PFMT) and adherence following a behavioral modification program (BMP). Essentially continent (0-5 episodes in past year) community-dwelling older women (n = 359) were randomized to treatment (n = 164), a 2-h group education session supplemented by one brief individualized session of approximately 10 min, or control (n = 195), no instruction, and followed for 12 months. Knowledge, motor skill, and adherence to the BMP were documented. Changes in pelvic muscle function and voiding interval were used to validate self-reported adherence. Following group instruction, mean BT and PFMT knowledge was 90 and 86%, respectively; 68% demonstrated correct PFMT technique without additional instruction, 29% required brief instruction, and 3% were unable to learn PFMT technique. Adherence ranged from 63 to 82% for PFMT and 58 to 67% for BT. Group instruction supplemented with brief individual instruction as needed is an effective teaching method for BT and PFMT.

Prevention of urinary incontinence by behavioral modification program: a randomized, controlled trial among older women in the community.

PURPOSE: We determined whether a behavioral modification program (BMP) taught to groups of continent older women would decrease the incidence of urinary incontinence, increase pelvic muscle strength and improve voiding control. MATERIALS AND METHODS: We performed a randomized, controlled trial comparing a BMP treatment group to a control, no treatment group in ambulatory, postmenopausal, continent women (0 to 5 days of incontinent episodes in the previous year) 55 years and older who were followed for 12 months. Qualified volunteers from 4 Michigan counties were randomly assigned to a control or a treatment group, consisting of a 2-hour classroom presentation on BMP followed 2 to 4 weeks later with individualized evaluation to test knowledge, adherence and skills in behavioral techniques, and brief reinforcement of the technique as needed. Followup was done by telephone and mail every 3 months except month 12, when all participants underwent final clinical evaluation. Outcome measures were continence status, pelvic floor muscle strength and voiding frequency/intervoid interval. RESULTS: A total of 195 control and 164 treated participants completed the study. Baseline data on the 2 groups were not statistically different. At 12 months the treatment group was statistically significantly better than the control group in continence status (p = 0.01), pelvic muscle strength (pressure score p = 0.0003 and displacement score p <0.0001), improved voiding frequency (p <0.0001) and intervoid interval (p <0.0001). CONCLUSIONS: To our knowledge we report the first randomized, controlled trial of BMP for preventing urinary incontinence in older women. It demonstrated feasibility and efficacy in improving continence status, pelvic muscle strength and voiding control as long as a year after treatment.