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1.
J Am Heart Assoc ; 8(1): e009730, 2019 01 08.
Article in English | MEDLINE | ID: mdl-30590968

ABSTRACT

Background Data are sparse on the association of cardiovascular health ( CVH ) in younger/middle age with the incidence of dementia later in life. Methods and Results We linked the CHA (Chicago Heart Association Detection Project in Industry) study data, assessed in 1967 to 1973, with 1991 to 2010 Medicare and National Death Index data. Favorable CVH was defined as untreated systolic blood pressure/diastolic blood pressure ≤120/≤80 mm Hg, untreated serum total cholesterol <5.18 mmol/L, not smoking, bone mass index <25 kg/m2, and no diabetes mellitus. International Classification of Diseases, Ninth Revision (ICD-9) codes and claims dates were used to identify the first dementia diagnosis. Cox models were used to estimate hazard ratios of incident dementia after age 65 years by baseline CVH status. Among 10 119 participants baseline aged 23 to 47 years, 32.4% were women, 9.2% were black, and 7.3% had favorable baseline CVH . The incidence rate of dementia during follow-up after age 65 was 13.9%. After adjustment, the hazard ratio for incident dementia was lowest in those with favorable baseline CVH and increased with higher risk factor burden ( P-trend<0.001). The hazards of dementia in those with baseline favorable, moderate, and 1-only high-risk factor were lower by 31%, 26%, and 20%, respectively, compared with those with ≥2 high-risk factors. The association was attenuated but remained significant ( P-trend<0.01) when the model was further adjusted for competing risk of death. Patterns of associations were similar for men and women, and for those with a higher and lower baseline education level. Conclusions In this large population-based study, a favorable CVH profile at younger age is associated with a lower risk of dementia in older age.


Subject(s)
Cardiovascular Diseases/complications , Dementia/etiology , Health Status , Population Surveillance , Risk Assessment , Adolescent , Adult , Age Distribution , Age Factors , Aged , Cardiovascular Diseases/epidemiology , Dementia/epidemiology , Female , Follow-Up Studies , Humans , Incidence , Male , Middle Aged , Prospective Studies , Risk Factors , United States/epidemiology , Young Adult
2.
Arthritis Res Ther ; 19(1): 66, 2017 03 21.
Article in English | MEDLINE | ID: mdl-28320462

ABSTRACT

BACKGROUND: Physical function (PF) is a core patient-reported outcome domain in clinical trials in rheumatic diseases. Frequently used PF measures have ceiling effects, leading to large sample size requirements and low sensitivity to change. In most of these instruments, the response category that indicates the highest PF level is the statement that one is able to perform a given physical activity without any limitations or difficulty. This study investigates whether using an item format with an extended response scale, allowing respondents to state that the performance of an activity is easy or very easy, increases the range of precise measurement of self-reported PF. METHODS: Three five-item PF short forms were constructed from the Patient-Reported Outcomes Measurement Information System (PROMIS®) wave 1 data. All forms included the same physical activities but varied in item stem and response scale: format A ("Are you able to …"; "without any difficulty"/"unable to do"); format B ("Does your health now limit you …"; "not at all"/"cannot do"); format C ("How difficult is it for you to …"; "very easy"/"impossible"). Each short-form item was answered by 2217-2835 subjects. We evaluated unidimensionality and estimated a graded response model for the 15 short-form items and remaining 119 items of the PROMIS PF bank to compare item and test information for the short forms along the PF continuum. We then used simulated data for five groups with different PF levels to illustrate differences in scoring precision between the short forms using different item formats. RESULTS: Sufficient unidimensionality of all short-form items and the original PF item bank was supported. Compared to formats A and B, format C increased the range of reliable measurement by about 0.5 standard deviations on the positive side of the PF continuum of the sample, provided more item information, and was more useful in distinguishing known groups with above-average functioning. CONCLUSIONS: Using an item format with an extended response scale is an efficient option to increase the measurement range of self-reported physical function without changing the content of the measure or affecting the latent construct of the instrument.


Subject(s)
Disability Evaluation , Patient Reported Outcome Measures , Rheumatic Diseases , Surveys and Questionnaires , Adult , Aged , Female , Humans , Male , Middle Aged , Psychometrics/methods
3.
J Clin Epidemiol ; 73: 112-8, 2016 05.
Article in English | MEDLINE | ID: mdl-26970039

ABSTRACT

OBJECTIVES: To evaluate the validity of the Patient-Reported Outcomes Measurement Information System (PROMIS) Physical Function measures using longitudinal data collected in six chronic health conditions. STUDY DESIGN AND SETTING: Individuals with rheumatoid arthritis (RA), major depressive disorder (MDD), back pain, chronic obstructive pulmonary disease (COPD), chronic heart failure (CHF), and cancer completed the PROMIS Physical Function computerized adaptive test or fixed-length short form at baseline and at the end of clinically relevant follow-up intervals. Anchor items were also administered to assess change in physical function and general health. Linear mixed-effects models and standardized response means were estimated at baseline and follow-up. RESULTS: A total of 1,415 individuals participated (COPD n = 121; CHF n = 57; back pain n = 218; MDD n = 196; RA n = 521; cancer n = 302). The PROMIS Physical Function scores improved significantly for treatment of CHF and back pain patients but not for patients with MDD or COPD. Most of the patient subsamples that reported improvement or worsening on the anchors showed a corresponding positive or negative change in PROMIS Physical Function. CONCLUSION: This study provides evidence that the PROMIS Physical Function measures are sensitive to change in intervention studies where physical function is expected to change and able to distinguish among different clinical samples. The results inform the estimation of meaningful change, enabling comparative effectiveness research.


Subject(s)
Activities of Daily Living , Chronic Disease/epidemiology , Disability Evaluation , Self Report , Surveys and Questionnaires/standards , Adolescent , Adult , Aged , Comorbidity , Comparative Effectiveness Research , Cross-Sectional Studies , Female , Follow-Up Studies , Humans , Longitudinal Studies , Male , Middle Aged , National Institutes of Health (U.S.) , Psychometrics , Reproducibility of Results , United States/epidemiology , Young Adult
4.
J Clin Epidemiol ; 73: 89-102, 2016 05.
Article in English | MEDLINE | ID: mdl-26952842

ABSTRACT

OBJECTIVE: To present an overview of a series of studies in which the clinical validity of the National Institutes of Health's Patient Reported Outcome Measurement Information System (NIH; PROMIS) measures was evaluated, by domain, across six clinical populations. STUDY DESIGN AND SETTING: Approximately 1,500 individuals at baseline and 1,300 at follow-up completed PROMIS measures. The analyses reported in this issue were conducted post hoc, pooling data across six previous studies, and accommodating the different designs of the six, within-condition, parent studies. Changes in T-scores, standardized response means, and effect sizes were calculated in each study. When a parent study design allowed, known groups validity was calculated using a linear mixed model. RESULTS: The results provide substantial support for the clinical validity of nine PROMIS measures in a range of chronic conditions. CONCLUSION: The cross-condition focus of the analyses provided a unique and multifaceted perspective on how PROMIS measures function in "real-world" clinical settings and provides external anchors that can support comparative effectiveness research. The current body of clinical validity evidence for the nine PROMIS measures indicates the success of NIH PROMIS in developing measures that are effective across a range of chronic conditions.


Subject(s)
Activities of Daily Living , Affect , Chronic Pain/diagnosis , Fatigue/diagnosis , Social Behavior , Surveys and Questionnaires/standards , Adolescent , Adult , Aged , Chronic Disease , Chronic Pain/epidemiology , Chronic Pain/psychology , Comorbidity , Comparative Effectiveness Research , Fatigue/epidemiology , Fatigue/psychology , Female , Follow-Up Studies , Humans , Longitudinal Studies , Male , Middle Aged , National Institutes of Health (U.S.) , Pain Measurement/methods , Pain Measurement/psychology , Pain Measurement/statistics & numerical data , Psychometrics , Reproducibility of Results , Self Report , United States/epidemiology , Young Adult
5.
Arthritis Care Res (Hoboken) ; 68(5): 706-10, 2016 05.
Article in English | MEDLINE | ID: mdl-26415107

ABSTRACT

OBJECTIVE: Medications for rheumatoid arthritis (RA) may affect survival. However, studies often include limited followup and do not account for selection bias in treatment allocation. Using a large longitudinal database, we examined the association between prednisone use and mortality in RA, and whether this risk was modified with concomitant disease-modifying antirheumatic drug (DMARD) use, after controlling for propensity for treatment with prednisone and individual DMARDs. METHODS: In a prospective study of 5,626 patients with RA followed for up to 25 years, we determined the risk of death associated with prednisone use alone and combined treatment of prednisone with methotrexate (MTX) or sulfasalazine. We used the random forests method to generate propensity scores for prednisone use and each DMARD at study entry and during followup. Mortality risks were estimated using multivariate Cox models that included propensity scores. RESULTS: During followup (median 4.97 years), 666 patients (11.8%) died. In a multivariate, propensity-adjusted model, prednisone use was associated with an increased risk of death (hazard ratio [HR] 2.83 [95% confidence interval (95% CI) 1.03-7.76]). However, there was a significant interaction between prednisone use and MTX use (P = 0.03), so that risk was attenuated when patients were treated with both medications (HR 0.99 [95% CI 0.18-5.36]). However, combination treatment also weakened the protective association of MTX with mortality. Results were similar for sulfasalazine. CONCLUSION: Prednisone use was associated with a significantly increased risk of mortality in patients with RA. This association was mitigated by concomitant DMARD use, but combined treatment also negated the previously reported beneficial association of MTX with survival in RA.


Subject(s)
Anti-Inflammatory Agents/adverse effects , Antirheumatic Agents/adverse effects , Arthritis, Rheumatoid/drug therapy , Long Term Adverse Effects/mortality , Prednisone/adverse effects , Adult , Aged , Anti-Inflammatory Agents/administration & dosage , Antirheumatic Agents/administration & dosage , Drug Therapy, Combination , Female , Follow-Up Studies , Humans , Long Term Adverse Effects/chemically induced , Male , Methotrexate/administration & dosage , Methotrexate/adverse effects , Middle Aged , Multivariate Analysis , Prednisone/administration & dosage , Propensity Score , Proportional Hazards Models , Prospective Studies , Risk Factors , Sulfasalazine/administration & dosage , Sulfasalazine/adverse effects , Time Factors , Treatment Outcome
7.
Ann Rheum Dis ; 74(1): 104-7, 2015 Jan.
Article in English | MEDLINE | ID: mdl-24095937

ABSTRACT

OBJECTIVE: To estimate responsiveness (sensitivity to change) and minimally important difference (MID) for the Patient-Reported Outcomes Measurement Information System (PROMIS) 20-item physical functioning scale (PROMIS PF-20). METHODS: The PROMIS PF-20, short form 36 (SF-36) physical functioning scale, and Health Assessment Questionnaire (HAQ) were administered at baseline, and 6 and 12 months later to a sample of 451 persons with rheumatoid arthritis. A retrospective change (anchor) item was administered at the 12-month follow-up. We estimated responsiveness between 12 months and baseline, and between 12 months and 6 months using one-way analysis of variance F-statistics. We estimated the MID for the PROMIS PF-20 using prospective change for people reporting getting 'a little better' or 'a little worse' on the anchor item. RESULTS: F-statistics for prospective change on the PROMIS PF-20, SF-36 and HAQ by the anchor item over 12 and 6 months (in parentheses) were 16.64 (14.98), 12.20 (7.92) and 10.36 (12.90), respectively. The MID for the PROMIS PF-20 was 2 points (about 0.20 of an SD). CONCLUSIONS: The PROMIS PF-20 is more responsive than two widely used ('legacy') measures. The MID is a small effect size. The measure can be useful for assessing physical functioning in clinical trials and observational studies.


Subject(s)
Activities of Daily Living , Arthritis, Rheumatoid/physiopathology , Patient Outcome Assessment , Self Report , Aged , Arthritis, Rheumatoid/therapy , Female , Humans , Male , Middle Aged , Prospective Studies , Reproducibility of Results , Surveys and Questionnaires
8.
J Occup Environ Med ; 56(9): 927-34, 2014 Sep.
Article in English | MEDLINE | ID: mdl-25153303

ABSTRACT

OBJECTIVE: To respond to the question, "Do workplace health promotion programs work?" METHODS: A compilation of the evidence on workplace programs' effectiveness coupled with recommendations for critical review of outcome studies. Also, reviewed are recent studies questioning the value of workplace programs. RESULTS: Evidence accumulated over the past three decades shows that well-designed and well-executed programs that are founded on evidence-based principles can achieve positive health and financial outcomes. CONCLUSIONS: Employers seeking a program that "works" are urged to consider their goals and whether they have an organizational culture that can facilitate success. Employers who choose to adopt a health promotion program should use best and promising practices to maximize the likelihood of achieving positive results.


Subject(s)
Health Promotion/standards , Occupational Health Services , Goals , Humans , Program Evaluation/methods
9.
Arthritis Rheumatol ; 66(5): 1378-87, 2014 May.
Article in English | MEDLINE | ID: mdl-24782194

ABSTRACT

OBJECTIVE: To improve the assessment of physical function by enhancing precision of physical function assessment as it pertains to subjects at extreme ends of the health continuum (i.e., subjects with extremely poor function ["floor"] or extremely good health ["ceiling"]). METHODS: Under the Patient-Reported Outcomes Measurement Information System (PROMIS) (a National Institutes of Health initiative), we developed new items to assess floor and ceiling physical function in order to supplement the existing item bank. Using item response theory and standard PROMIS methodology, we developed 31 floor items and 31 ceiling items and administered the items during a 12-month prospective, observational study of 737 subjects whose health status was at either extreme. Effect size was calculated and change over time was compared across anchor instruments and across items. Using the observed changes in scores, we back-calculated sample size requirements for the new and comparison measures. RESULTS: We studied 444 subjects who had been diagnosed as having a chronic illness and/or were of old age and 293 generally fit subjects (including athletes in training). Item response theory analyses confirmed that the new floor and ceiling items outperformed reference items (P < 0.001). The estimated post hoc sample size requirements were reduced by a factor of 2-4 for the floor population and a factor of 2 for the ceiling population. CONCLUSION: Extending the range of items by which physical function is measured can substantially improve measurement quality, reduce sample size requirements, and improve research efficiency. The paradigm shift from assessing disability to assessing physical function focuses assessment on the entire spectrum of physical function, signals improvement in the conceptual base of outcome assessment, and may be transformative as medical goals more closely approach societal goals for health.


Subject(s)
Chronic Disease , Disability Evaluation , Motor Activity/physiology , Activities of Daily Living , Athletes , Female , Humans , Longitudinal Studies , Male , Middle Aged , Patient Outcome Assessment , Prospective Studies
10.
J Clin Epidemiol ; 67(5): 516-26, 2014 May.
Article in English | MEDLINE | ID: mdl-24698295

ABSTRACT

OBJECTIVE: To document the development and psychometric evaluation of the Patient-Reported Outcomes Measurement Information System (PROMIS) Physical Function (PF) item bank and static instruments. STUDY DESIGN AND SETTING: The items were evaluated using qualitative and quantitative methods. A total of 16,065 adults answered item subsets (n>2,200/item) on the Internet, with oversampling of the chronically ill. Classical test and item response theory methods were used to evaluate 149 PROMIS PF items plus 10 Short Form-36 and 20 Health Assessment Questionnaire-Disability Index items. A graded response model was used to estimate item parameters, which were normed to a mean of 50 (standard deviation [SD]=10) in a US general population sample. RESULTS: The final bank consists of 124 PROMIS items covering upper, central, and lower extremity functions and instrumental activities of daily living. In simulations, a 10-item computerized adaptive test (CAT) eliminated floor and decreased ceiling effects, achieving higher measurement precision than any comparable length static tool across four SDs of the measurement range. Improved psychometric properties were transferred to the CAT's superior ability to identify differences between age and disease groups. CONCLUSION: The item bank provides a common metric and can improve the measurement of PF by facilitating the standardization of patient-reported outcome measures and implementation of CATs for more efficient PF assessments over a larger range.


Subject(s)
Disability Evaluation , Surveys and Questionnaires , Adolescent , Adult , Aged , Aged, 80 and over , Calibration , Female , Humans , Male , Middle Aged , Psychometrics , Qualitative Research , Reproducibility of Results , Young Adult
11.
J Rheumatol ; 41(1): 153-8, 2014 Jan.
Article in English | MEDLINE | ID: mdl-24241485

ABSTRACT

OBJECTIVE: Patient-reported outcome (PRO) questionnaires record health information directly from research participants because observers may not accurately represent the patient perspective. Patient-reported Outcomes Measurement Information System (PROMIS) is a US National Institutes of Health cooperative group charged with bringing PRO to a new level of precision and standardization across diseases by item development and use of item response theory (IRT). METHODS: With IRT methods, improved items are calibrated on an underlying concept to form an item bank for a "domain" such as physical function (PF). The most informative items can be combined to construct efficient "instruments" such as 10-item or 20-item PF static forms. Each item is calibrated on the basis of the probability that a given person will respond at a given level, and the ability of the item to discriminate people from one another. Tailored forms may cover any desired level of the domain being measured. Computerized adaptive testing (CAT) selects the best items to sharpen the estimate of a person's functional ability, based on prior responses to earlier questions. PROMIS item banks have been improved with experience from several thousand items, and are calibrated on over 21,000 respondents. RESULTS: In areas tested to date, PROMIS PF instruments are superior or equal to Health Assessment Questionnaire and Medical Outcome Study Short Form-36 Survey legacy instruments in clarity, translatability, patient importance, reliability, and sensitivity to change. CONCLUSION: Precise measures, such as PROMIS, efficiently incorporate patient self-report of health into research, potentially reducing research cost by lowering sample size requirements. The advent of routine IRT applications has the potential to transform PRO measurement.


Subject(s)
Activities of Daily Living , Disability Evaluation , Outcome Assessment, Health Care/methods , Quality of Life , Humans , Psychometrics , Reproducibility of Results , Self Report , Surveys and Questionnaires
12.
Arch Phys Med Rehabil ; 94(11): 2291-6, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23751290

ABSTRACT

OBJECTIVE: To create upper-extremity and mobility subdomain scores from the Patient-Reported Outcomes Measurement Information System (PROMIS) physical functioning adult item bank. DESIGN: Expert reviews were used to identify upper-extremity and mobility items from the PROMIS item bank. Psychometric analyses were conducted to assess empirical support for scoring upper-extremity and mobility subdomains. SETTING: Data were collected from the U.S. general population and multiple disease groups via self-administered surveys. PARTICIPANTS: The sample (N=21,773) included 21,133 English-speaking adults who participated in the PROMIS wave 1 data collection and 640 Spanish-speaking Latino adults recruited separately. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: We used English- and Spanish-language data and existing PROMIS item parameters for the physical functioning item bank to estimate upper-extremity and mobility scores. In addition, we fit graded response models to calibrate the upper-extremity items and mobility items separately, compare separate to combined calibrations, and produce subdomain scores. RESULTS: After eliminating items because of local dependency, 16 items remained to assess upper extremity and 17 items to assess mobility. The estimated correlation between upper extremity and mobility was .59 using existing PROMIS physical functioning item parameters (r=.60 using parameters calibrated separately for upper-extremity and mobility items). CONCLUSIONS: Upper-extremity and mobility subdomains shared about 35% of the variance in common, and produced comparable scores whether calibrated separately or together. The identification of the subset of items tapping these 2 aspects of physical functioning and scored using the existing PROMIS parameters provides the option of scoring these subdomains in addition to the overall physical functioning score.


Subject(s)
Disabled Persons/rehabilitation , Outcome Assessment, Health Care , Adult , Child , Chronic Disease , Factor Analysis, Statistical , Humans , Movement , Physical Fitness , Psychometrics
13.
Arthritis Rheum ; 65(2): 334-42, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23044791

ABSTRACT

OBJECTIVE: While medications used to treat rheumatoid arthritis (RA) may affect survival in RA, few studies take into account the propensity for medication use, which may reflect selection bias in treatment allocation in survival models. We undertook this study to examine the relationship between methotrexate (MTX) use and mortality in RA, after controlling for individual propensity scores for MTX use. METHODS: We studied 5,626 RA patients prospectively for 25 years to determine the risk of death associated with MTX use, modeled in time-varying Cox regression models. We used the random forest method to generate individual propensity scores for MTX use at study entry and during followup in a time-varying manner; these scores were included in the multivariate model. We also investigated whether selective discontinuation of MTX immediately prior to death altered the risk of mortality, and we examined the association of duration of MTX use with survival. RESULTS: During followup, 666 patients (12%) died. MTX use was associated with reduced risk of death (adjusted hazard ratio 0.30 [95% confidence interval 0.09-1.03]). Selective MTX cessation immediately before death did not account for the protective association of MTX use with mortality. Only MTX use for >1 year was associated with lower risks of mortality, but associations were not stronger with longer durations of use. CONCLUSION: MTX use was associated with a 70% reduction in mortality in RA.


Subject(s)
Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/mortality , Methotrexate/therapeutic use , Adult , Aged , Arthritis, Rheumatoid/drug therapy , Female , Follow-Up Studies , Humans , Male , Middle Aged , Prospective Studies , Surveys and Questionnaires , Time Factors , Treatment Outcome
14.
Curr Gerontol Geriatr Res ; 2012: 420637, 2012.
Article in English | MEDLINE | ID: mdl-23118746

ABSTRACT

"Active aging" connotes a radically nontraditional paradigm of aging which posits possible improvement in health despite increasing longevity. The new paradigm is based upon postponing functional declines more than mortality declines and compressing morbidity into a shorter period later in life. This paradigm (Compression of Morbidity) contrasts with the old, where increasing longevity inevitably leads to increasing morbidity. We have focused our research on controlled longitudinal studies of aging. The Runners and Community Controls study began at age 58 in 1984 and the Health Risk Cohorts study at age 70 in 1986. We noted that disability was postponed by 14 to 16 years in vigorous exercisers compared with controls and postponed by 10 years in low-risk cohorts compared with higher risk. Mortality was also postponed, but too few persons had died for valid comparison of mortality and morbidity. With the new data presented here, age at death at 30% mortality is postponed by 7 years in Runners and age at death at 50% (median) mortality by 3.3 years compared to controls. Postponement of disability is more than double that of mortality in both studies. These differences increase over time, occur in all subgroups, and persist after statistical adjustment.

16.
Am J Med ; 125(2): 190-7, 2012 Feb.
Article in English | MEDLINE | ID: mdl-22269623

ABSTRACT

BACKGROUND: Associations between modifiable health risk factors during middle age with disability and mortality in later life are critical to maximizing longevity while preserving function. Positive health effects of maintenance of normal weight, routine exercise, and nonsmoking are known for the short and intermediate term. We studied the effects of these risk factors into advanced age. METHODS: A cohort of 2327 college alumnae aged 60 years or more was followed annually (1986-2005) by questionnaires addressing health risk factors, history, and Health Assessment Questionnaire disability. Mortality data were ascertained from the National Death Index. Low-, medium-, and high-risk groups were created on the basis of the number (0, 1, ≥2) of health risk factors (overweight, smoking, inactivity) at baseline. Disability and mortality for each group were estimated from unadjusted data and regression analyses. Multivariable survival analyses estimated time to disability or death. RESULTS: The medium- and high-risk groups had higher disability than the low-risk group throughout the study (P<.001). Low-risk subjects had onset of moderate disability delayed 8.3 years compared with high-risk subjects. Mortality rates were higher in the high-risk group (384 vs 247 per 10,000 person-years). Multivariable survival analyses showed the number of risk factors to be associated with cumulative disability and increased mortality. CONCLUSION: Seniors with fewer behavioral risk factors during middle age have lower disability and improved survival. These data document that the associations of lifestyle risk factors on health continue into the ninth decade.


Subject(s)
Aging/physiology , Disabled Persons/statistics & numerical data , Exercise/physiology , Health Behavior , Longevity/physiology , Sedentary Behavior , Aged , Aged, 80 and over , Body Mass Index , Comorbidity , Humans , Longitudinal Studies , Male , Risk Factors , Smoking/adverse effects , Survival Analysis , United States/epidemiology
17.
Ann Rheum Dis ; 71(2): 213-8, 2012 Feb.
Article in English | MEDLINE | ID: mdl-21953343

ABSTRACT

OBJECTIVE: Rheumatoid arthritis (RA) is a disabling disease. The authors studied the impact of new, expensive and occasionally toxic biological treatments on disability outcomes in real-world populations of patients with RA. METHODS: The authors analysed Health Assessment Questionnaire Disability Index data on 4651 adult patients with RA collected prospectively from 1983 to 2006. They studied trends in disability using multilevel mixed-effects multivariable linear regression (mixed) models that adjusted for the effects of time trends in gender, ethnicity, age, smoking behaviour and disease duration. RESULTS: Overall, the patients were predominantly female (76%), were predominantly white (88%), had 13 years of education and have had RA for 13 years, on average. The time period from 1983 to 2006 saw major increases in the use of disease-modifying agents and biological agents, and a decrease in smoking. After adjustments, the disability rates declined at annual rates of 1.7% (1.5-1.8%) overall and 2.7% (2.4-3.1%) among men. The annual rate of disability declines in the biological era was greater than that in the preceding period, suggesting accelerated improvement. These declines were documented in all patient subgroups such as men, women, African-Americans, obese, older age groups and early disease (p<0.001), but not among the 1401 patients (where disability remained stable) who died on follow-up. CONCLUSION: Aggressive use of traditional disease-modifying agents and introduction of biological agents were associated with substantial gains in disability outcomes. Our finding supports the prevailing notion that 'tight inflammation control' is a desirable therapeutic strategy.


Subject(s)
Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Biological Products/therapeutic use , Disability Evaluation , Adult , Aged , Arthritis, Rheumatoid/epidemiology , Arthritis, Rheumatoid/physiopathology , Body Mass Index , Drug Utilization/trends , Female , Humans , Immunosuppressive Agents/therapeutic use , Male , Methotrexate/therapeutic use , Middle Aged , Prospective Studies , Smoking/adverse effects , Smoking/epidemiology , Treatment Outcome , United States/epidemiology
18.
Expert Opin Drug Saf ; 11(1): 33-44, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22010836

ABSTRACT

OBJECTIVE: The aims of this report are to quantify and compare competing risks associated with the use of non-prescription analgesics (daily doses of acetaminophen ≤ 4000 mg, aspirin ≤ 4000 mg, ibuprofen ≤ 1200 mg, naproxen ≤ 660 mg and ketoprofen ≤ 75 mg) and identify research needs. METHODS: Literature was searched and organized by medication, adverse effect and direction of effect. Causality was determined using structured consensus, using IOM and GRADE nomenclature. Magnitude of risk data were extracted from primary sources. Structured consensus were used to construct a list of research priorities. RESULTS: The available data favor acceptance of a causal relationship between each of the five analgesics studied and at least one specific form of harm. Dosing in excess of the non-prescription limits is associated with increased risk. Existing data do not support precise estimates of population or individual patient attributable risks for most analgesic and organ system combinations, and as a result competing risks cannot be adequately assessed. The highest priority research needs included understanding 'real world' dosing and how co-morbidities and prodromal symptoms modify exposure. CONCLUSIONS: Although generally safe, all non-prescription analgesics are associated with some harm, particularly when recommended dosing limits are exceeded. Research to quantify the competing risks of different analgesic strategies is urgently needed.


Subject(s)
Analgesics, Non-Narcotic/adverse effects , Anti-Inflammatory Agents, Non-Steroidal/adverse effects , Nonprescription Drugs/adverse effects , Analgesics, Non-Narcotic/administration & dosage , Animals , Anti-Inflammatory Agents, Non-Steroidal/administration & dosage , Dose-Response Relationship, Drug , Humans , Nonprescription Drugs/administration & dosage , Risk
19.
Arthritis Res Ther ; 13(5): R147, 2011.
Article in English | MEDLINE | ID: mdl-21914216

ABSTRACT

INTRODUCTION: The Health Assessment Questionnaire Disability Index (HAQ) and the SF-36 PF-10, among other instruments, yield sensitive and valid Disability (Physical Function) endpoints. Modern techniques, such as Item Response Theory (IRT), now enable development of more precise instruments using improved items. The NIH Patient Reported Outcomes Measurement Information System (PROMIS) is charged with developing improved IRT-based tools. We compared the ability to detect change in physical function using original (Legacy) instruments with Item-Improved and PROMIS IRT-based instruments. METHODS: We studied two Legacy (original) Physical Function/Disability instruments (HAQ, PF-10), their item-improved derivatives (Item-Improved HAQ and PF-10), and the IRT-based PROMIS Physical Function 10- (PROMIS PF 10) and 20-item (PROMIS PF 20) instruments. We compared sensitivity to detect 12-month changes in physical function in 451 rheumatoid arthritis (RA) patients and assessed relative responsiveness using P-values, effect sizes (ES), and sample size requirements. RESULTS: The study sample was 81% female, 87% Caucasian, 65 years of age, had 14 years of education, and had moderate baseline disability. All instruments were sensitive to detecting change (< 0.05) in physical function over one year. The most responsive instruments in these patients were the Item-Improved HAQ and the PROMIS PF 20. IRT-improved instruments could detect a 1.2% difference with 80% power, while reference instruments could detect only a 2.3% difference (P < 0.01). The best IRT-based instruments required only one-quarter of the sample sizes of the Legacy (PF-10) comparator (95 versus 427). The HAQ outperformed the PF-10 in more impaired populations; the reverse was true in more normal populations. Considering especially the range of severity measured, the PROMIS PF 20 appears the most responsive instrument. CONCLUSIONS: Physical Function scales using item improved or IRT-based items can result in greater responsiveness and precision across a broader range of physical function. This can reduce sample size requirements and thus study costs.


Subject(s)
Arthritis, Rheumatoid/physiopathology , Arthritis, Rheumatoid/therapy , Disability Evaluation , Recovery of Function/physiology , Surveys and Questionnaires/standards , Aged , Arthritis, Rheumatoid/psychology , Female , Humans , Male , Sample Size
20.
J Rheumatol ; 38(8): 1716-9, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21807791

ABSTRACT

Previous Outcome Measures in Rheumatology (OMERACT) meetings recognized that patients view outcomes of intervention from a different perspective. This preconference position paper briefly sets out 2 patient-reported outcome (PRO) instrument approaches, the PROMISE computer adaptive testing (CAT) system and development of a rheumatoid arthritis-specific questionnaire to measure fatigue; a tentative proposal for a PRO instrument development pathway is also made.


Subject(s)
Congresses as Topic , Outcome Assessment, Health Care/methods , Patient Satisfaction , Rheumatology/methods , Surveys and Questionnaires , Treatment Outcome , Arthritis, Rheumatoid/complications , Arthritis, Rheumatoid/physiopathology , Arthritis, Rheumatoid/therapy , Fatigue/etiology , Fatigue/physiopathology , Humans
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