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1.
J Fam Psychol ; 28(5): 728-34, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25180468

ABSTRACT

Parkinson's disease (PD) significantly impacts both patients' and spouses' emotional and physical health. However, despite the importance of social relationships for wellbeing, few studies have examined relationship quality and their correlates in individuals with PD and their partners. Specifically, no known studies have examined the association between benefit finding, or the experience of personal growth and other positive changes in the face of a stressor, and perceived marital quality. To address these gaps in the field, 25 married couples participated in a cross-sectional, pilot study. Patients were veterans diagnosed with idiopathic PD receiving care at the Philadelphia VA Medical Center. Each patient and spouse independently completed self-reported measures of sociodemographics, physical and mental wellbeing, caregiver burden, marital quality, and perceived benefits associated with having PD. Actor-partner interdependence models revealed that, after adjusting for covariates, greater perceived benefits from either having PD or living with a spouse with PD was associated with greater marital quality, both for that individual and their partner. Thus, perceiving positive consequences, such as personal growth, as a result of personally having PD or living with a spouse with PD is related to greater marital quality for both members of the marital dyad. Findings may inform individual and couples-based interventions that address the value of benefit finding and incorporate other techniques of positive reappraisal.


Subject(s)
Adaptation, Psychological , Marriage/psychology , Parkinson Disease/psychology , Spouses/psychology , Veterans/psychology , Aged , Aged, 80 and over , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Pilot Projects , Quality of Life/psychology , Social Support , Statistics as Topic
2.
J Am Geriatr Soc ; 62(5): 889-95, 2014 May.
Article in English | MEDLINE | ID: mdl-24655228

ABSTRACT

OBJECTIVES: To evaluate an integrated telehealth intervention (Integrated Telehealth Education and Activation of Mood (I-TEAM)) to improve chronic illness (congestive heart failure, chronic obstructive pulmonary disease) and comorbid depression in the home healthcare setting. DESIGN: Randomized controlled trial. SETTING: Hospital-affiliated home healthcare setting. PARTICIPANTS: Medically frail older homebound individuals (N = 102). INTERVENTION: The 3-month intervention consisted of integrated telehealth chronic illness and depression care, with a telehealth nurse conducting daily telemonitoring of symptoms, body weight, and medication use; providing eight weekly sessions of problem-solving treatment for depression; and providing for communication with participants' primary care physicians, who also prescribed antidepressants. Control participants were allocated to usual care with in-home nursing plus psychoeducation (UC+P). MEASUREMENTS: The two groups were compared at baseline and 3 and 6 months after baseline on clinical measures (depression, health, problem-solving) and 12 months after baseline on health utilization (readmission, episodes of care, and emergency department (ED) visits). RESULTS: Depression scores were 50% lower in the I-TEAM group than in the UC+P group at 3 and 6 months. Those who received the I-TEAM intervention significantly improved their problem-solving skills and self-efficacy in managing their medical condition. The I-TEAM group had significantly fewer ED visits (P = .01) but did not have significantly fewer days in the hospital at 12 months after baseline. CONCLUSION: Integrated telehealth care for older adults with chronic illness and comorbid depression can reduce symptoms and postdischarge ED use in home health settings.


Subject(s)
Delivery of Health Care, Integrated/methods , Depression/therapy , Home Care Services , Homebound Persons , Telemedicine/methods , Aged , Aged, 80 and over , Chronic Disease , Depression/psychology , Female , Humans , Male , Quality of Life
3.
Stat Med ; 33(20): 3434-52, 2014 Sep 10.
Article in English | MEDLINE | ID: mdl-22961883

ABSTRACT

In many clinical studies, the disease of interest is multifaceted, and multiple outcomes are needed to adequately capture information about the characteristics of the disease or its severity. In the analysis of such diseases, it is often difficult to determine what constitutes improvement because of the multivariate nature of the outcome. Furthermore, when the disease of interest has an unknown etiology and/or is primarily a symptom-defined syndrome, there is potential for the disease population to have distinct subgroups. Identification of population subgroups is of interest as it may assist clinicians in providing appropriate treatment or in developing accurate prognoses. We propose multivariate growth curve latent class models that group subjects on the basis of multiple symptoms measured repeatedly over time. These groups or latent classes are defined by distinctive longitudinal profiles of a latent variable, which is used to summarize the multivariate outcomes at each point. The mean growth curve for the latent variable in each class defines the features of the class. We develop this model for any combination of continuous, binary, ordinal, or count outcomes within a Bayesian hierarchical framework. We use simulation studies to validate the estimation procedures. We apply our model to data from a randomized clinical trial evaluating the efficacy of Bacillus Calmette-Guerin in treating symptoms of interstitial cystitis where we are able to identify a class of subjects for whom treatment is effective.


Subject(s)
Bayes Theorem , Multivariate Analysis , Algorithms , BCG Vaccine/pharmacology , Computer Simulation , Cystitis, Interstitial/drug therapy , Humans , Monte Carlo Method , Poisson Distribution , Randomized Controlled Trials as Topic , Treatment Outcome
4.
Value Health ; 16(4): 610-8, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23796296

ABSTRACT

OBJECTIVES: Radical cystectomy (RC) is the standard treatment for muscle-invasive urothelial carcinoma of the bladder. Trimodality bladder-preserving therapy (BPT) is an alternative to RC, but randomized comparisons of RC versus BPT have proven infeasible. To compare RC versus BPT, we undertook an observational cohort study using registry and administrative claims data from the Surveillance, Epidemiology and End Results-Medicare database. METHODS: We identified patients age 65 years or older diagnosed between 1995 and 2005 who received RC (n = 1426) or BPT (n = 417). We examined confounding and stage misclassification in the comparison of RC and BPT by using multivariable adjustment, propensity score-based adjustment, instrumental variable (IV) analysis, and simulations. RESULTS: Patients who received BPT were older and more likely to have comorbid disease. After propensity score adjustment, BPT was associated with an increased hazard of death from any cause (hazard ratio [HR] 1.26; 95% confidence interval [CI] 1.05-1.53) and from bladder cancer (HR 1.31; 95% CI 0.97-1.77). Using the local area cystectomy rate as an instrument, IV analysis demonstrated no differences in survival between BPT and RC (death from any cause HR 1.06; 95% CI 0.78-1.31; death from bladder cancer HR 0.94; 95% CI 0.55-1.18). Simulation studies for stage misclassification yielded results consistent with the IV analysis. CONCLUSIONS: Survival estimates in an observational cohort of patients who underwent RC versus BPT differ by analytic method. Multivariable and propensity score adjustment revealed greater mortality associated with BPT relative to RC, while IV analysis and simulation studies suggest that the two treatments are associated with similar survival outcomes.


Subject(s)
Carcinoma, Transitional Cell/surgery , Cystectomy/methods , Urinary Bladder Neoplasms/surgery , Age Factors , Aged , Aged, 80 and over , Carcinoma, Transitional Cell/pathology , Cohort Studies , Comparative Effectiveness Research , Computer Simulation , Confounding Factors, Epidemiologic , Female , Humans , Male , Medicare , Multivariate Analysis , Neoplasm Invasiveness , Neoplasm Staging , Propensity Score , Retrospective Studies , SEER Program , Survival Rate , Treatment Outcome , United States , Urinary Bladder Neoplasms/pathology
5.
J Asthma ; 50(8): 850-60, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23800333

ABSTRACT

BACKGROUND: Asthmatic adults from low-income urban neighborhoods have inferior health outcomes which in part may be due to barriers accessing care and with patient-provider communication. We adapted a patient advocate (PA) intervention to overcome these barriers. OBJECTIVE: To conduct a pilot study to assess feasibility, acceptability and preliminary evidence of effectiveness. METHODS: A prospective randomized design was employed with mixed methods evaluation. Adults with moderate or severe asthma were randomized to 16 weeks of PA or a minimal intervention (MI) comparison condition. The PA, a non-professional, modeled preparations for a medical visit, attended the visit and confirmed understanding. The PA facilitated scheduling, obtaining insurance coverage and overcoming barriers to implementing medical advice. Outcomes included electronically-monitored inhaled corticosteroid (ICS) adherence, asthma control, quality of life, FEV1, emergency department (ED) visits and hospitalizations. Mixed-effects models guided an intention-to-treat analysis. RESULTS: 100 adults participated: age 47 ± 14 years, 75% female, 71% African-American, 16% white, baseline FEV1 69% ± 18%, 36% experiencing hospitalizations and 56% ED visits for asthma in the prior year. Ninety-three subjects completed all visits; 36 of 53 PA-assigned had a PA visit. Adherence declined significantly in the control (p = 0.001) but not significantly in the PA group (p = 0.30). Both PA and MI groups demonstrated improved asthma control (p = 0.01 in both) and quality of life (p = 0.001, p = 0.004). Hospitalizations and ED visits for asthma did not differ between groups. The observed changes over time tended to favor the PA group, but this study was underpowered to detect differences between groups. CONCLUSION: The PA intervention was feasible and acceptable and demonstrated potential for improving asthma control and quality of life.


Subject(s)
Anti-Asthmatic Agents/administration & dosage , Asthma/drug therapy , Medication Adherence , Patient Advocacy/standards , Adult , Asthma/physiopathology , Asthma/psychology , Female , Forced Expiratory Volume , Health Services Accessibility , Humans , Male , Middle Aged , Patient Acceptance of Health Care , Philadelphia , Pilot Projects , Poverty , Prospective Studies , Quality of Life , Regression Analysis , Urban Population
6.
Soc Psychiatry Psychiatr Epidemiol ; 48(1): 59-69, 2013 Jan.
Article in English | MEDLINE | ID: mdl-22948560

ABSTRACT

PURPOSE: Depression and suicide are major public health concerns, and are often unrecognized among the elderly. This study investigated social inequalities in depressive symptoms and suicidal ideation among older adults. METHODS: Data come from 1,226 participants in PROSPECT (Prevention of Suicide in Primary Care Elderly: Collaborative Trial), a large primary care-based intervention trial for late-life depression. Linear and logistic regressions were used to analyze depressive symptoms and suicidal ideation over the 2-year follow-up period. RESULTS: Mean Hamilton Depression Rating Scale (HDRS) scores were significantly higher among participants in financial strain [regression coefficient (b) = 1.78, 95 % confidence interval (CI) = 0.67-2.89] and with annual incomes below $20,000 (b = 1.67, CI = 0.34-3.00). Financial strain was also associated with a higher risk of suicidal ideation (odds ratio = 2.35, CI = 1.38-3.98). CONCLUSIONS: There exist marked social inequalities in depressive symptoms and suicidal ideation among older adults attending primary care practices, the setting in which depression is most commonly treated. Our results justify continued efforts to understand the mechanisms generating such inequalities and to recognize and provide effective treatments for depression among high-risk populations.


Subject(s)
Aging/psychology , Depression/psychology , Primary Health Care/statistics & numerical data , Suicidal Ideation , Age Factors , Aged , Depression/complications , Depression/epidemiology , Female , Humans , Logistic Models , Male , Patients/statistics & numerical data , Prevalence , Risk Factors , Social Support , Socioeconomic Factors , United States/epidemiology
7.
Biostatistics ; 14(1): 173-88, 2013 Jan.
Article in English | MEDLINE | ID: mdl-22730509

ABSTRACT

The PAF for an exposure is the fraction of disease cases in a population that can be attributed to that exposure. One method of estimating the PAF involves estimating the probability of having the disease given the exposure and confounding variables. In many settings, the exposure will interact with the confounders and the confounders will interact with each other. Also, in many settings, the probability of having the disease is thought, based on subject matter knowledge, to be a monotone increasing function of the exposure and possibly of some of the confounders. We develop an efficient approach for estimating logistic regression models with interactions and monotonicity constraints, and apply this approach to estimating the population attributable fraction (PAF). Our approach produces substantially more accurate estimates of the PAF in some settings than the usual approach which uses logistic regression without monotonicity constraints.


Subject(s)
Confounding Factors, Epidemiologic , Data Interpretation, Statistical , Logistic Models , Regression Analysis , Aged , Computer Simulation , Depression/psychology , Humans , Suicide/psychology
8.
Epidemiology ; 24(1): 14-22, 2013 Jan.
Article in English | MEDLINE | ID: mdl-23232609

ABSTRACT

BACKGROUND: Economic disadvantage is associated with depression and suicide. We sought to determine whether economic disadvantage reduces the effectiveness of depression treatments received in primary care. METHODS: We conducted differential-effects analyses of the Prevention of Suicide in Primary Care Elderly: Collaborative Trial, a primary-care-based randomized, controlled trial for late-life depression and suicidal ideation conducted between 1999 and 2001, which included 514 patients with major depression or clinically significant minor depression. RESULTS: The intervention effect, defined as change in depressive symptoms from baseline, was stronger among persons reporting financial strain at baseline (differential effect size = -4.5 Hamilton Depression Rating Scale points across the study period [95% confidence interval = -8.6 to -0.3]). We found similar evidence for effect modification by neighborhood poverty, although the intervention effect weakened after the initial 4 months of the trial for participants residing in poor neighborhoods. There was no evidence of substantial differences in the effectiveness of the intervention on suicidal ideation and depression remission by economic disadvantage. CONCLUSIONS: Economic conditions moderated the effectiveness of primary-care-based treatment for late-life depression. Financially strained individuals benefited more from the intervention; we speculate this was because of the enhanced treatment management protocol, which led to a greater improvement in the care received by these persons. People living in poor neighborhoods experienced only temporary benefit from the intervention. Thus, multiple aspects of economic disadvantage affect depression treatment outcomes; additional work is needed to understand the underlying mechanisms.


Subject(s)
Depression/therapy , Health Status Disparities , Poverty/psychology , Primary Health Care , Suicide Prevention , Aged , Aged, 80 and over , Depression/economics , Female , Follow-Up Studies , Healthcare Disparities , Humans , Linear Models , Logistic Models , Male , Middle Aged , Poverty Areas , Primary Health Care/methods , Primary Health Care/standards , Suicidal Ideation , Suicide/economics , Treatment Outcome
9.
Med Care ; 51(1): 4-10, 2013 Jan.
Article in English | MEDLINE | ID: mdl-22874500

ABSTRACT

BACKGROUND: For patients recovering from severe acute illness, admission to a long-term acute care hospital (LTAC) is an increasingly common alternative to continued management in an intensive care unit (ICU). OBJECTIVE: To examine the effectiveness of LTAC transfer in patients with chronic critical illness. RESEARCH DESIGN: Retrospective cohort study in United States hospitals from 2002 to 2006. SUBJECTS: Medicare beneficiaries with chronic critical illness, defined as mechanical ventilation and at least 14 days of intensive care. MEASURES: Survival, costs, and hospital readmissions. We used multivariate analyses and instrumental variables to account for differences in patient characteristics, the timing of LTAC transfer, and selection bias. RESULTS: A total of 234,799 patients met our definition of chronic critical illness. Of these, 48,416 (20.6%) were transferred to an LTAC. In the instrumental variable analysis, patients transferred to an LTAC experienced similar survival compared with patients who remained in an ICU [adjusted hazard ratio=0.99; 95% confidence interval (CI), 0.96 to 1.01; P=0.27). Total hospital-related costs in the 180 days after admission were lower among patients transferred to LTACs (adjusted cost difference=-$13,422; 95% CI, -26,662 to -223, P=0.046). This difference was attributable to a reduction in skilled nursing facility admissions (adjusted admission rate difference=-0.591; 95% CI, -0.728 to -0.454; P<0.001). Total Medicare payments were higher (adjusted cost difference=$15,592; 95% CI, 6343 to 24,842; P=0.001). CONCLUSIONS: Patients with chronic critical illness transferred to LTACs experience similar survival compared with patients who remain in ICUs, incur fewer health care costs driven by a reduction in postacute care utilization, however, invoke higher overall Medicare payments.


Subject(s)
Chronic Disease/economics , Critical Illness/economics , Hospitals/statistics & numerical data , Long-Term Care/economics , Aged , Aged, 80 and over , Chronic Disease/mortality , Critical Illness/mortality , Female , Health Care Costs/statistics & numerical data , Hospital Bed Capacity , Hospital Charges/statistics & numerical data , Humans , Male , Medicare/statistics & numerical data , Patient Readmission/economics , Patient Transfer , Respiration, Artificial/economics , Retrospective Studies , Socioeconomic Factors , Survival Analysis , United States/epidemiology
10.
Pharmacoepidemiol Drug Saf ; 21 Suppl 2: 114-20, 2012 May.
Article in English | MEDLINE | ID: mdl-22552986

ABSTRACT

PURPOSE: We studied the application of the generalized structural mean model (GSMM) of instrumental variable (IV) methods in estimating treatment odds ratios (ORs) for binary outcomes in pharmacoepidemiologic studies and evaluated the bias of GSMM compared to other IV methods. METHODS: Because of the bias of standard IV methods, including two-stage predictor substitution (2SPS) and two-stage residual inclusion (2SRI) with binary outcomes, we implemented another IV approach based on the GSMM of Vansteelandt and Goetghebeur. We performed simulations under the principal stratification setting and evaluated whether GSMM provides approximately unbiased estimates of the causal OR and compared its bias and mean squared error to that of 2SPS and 2SRI. We then applied different IV methods to a study comparing bezafibrate versus other fibrates on the risk of diabetes. RESULTS: Our simulations showed that unlike the standard logistic, 2SPS, and 2SRI procedures, our implementation of GSMM provides an approximately unbiased estimate of the causal OR even under unmeasured confounding. However, for the effect of bezafibrate versus other fibrates on the risk of diabetes, the GSMM and two-stage approaches yielded similarly attenuated and statistically non-significant OR estimates. The attenuation of the OR by the two-stage and GSMM IV approaches suggests unmeasured confounding, although violations of the IV assumptions or differences in the parameters estimated could be playing a role. CONCLUSION: The GSMM IV approach provides approximately unbiased adjustment for unmeasured confounding on binary outcomes when a valid IV is available.


Subject(s)
Bezafibrate , Computer Simulation , Diabetes Mellitus , Hypoglycemic Agents/therapeutic use , Pharmacoepidemiology/methods , Bezafibrate/administration & dosage , Bezafibrate/therapeutic use , Confounding Factors, Epidemiologic , Diabetes Mellitus/epidemiology , Diabetes Mellitus/prevention & control , Humans , Hypoglycemic Agents/administration & dosage , Logistic Models , Models, Structural , Odds Ratio , Pharmacoepidemiology/statistics & numerical data
11.
Gerontologist ; 52(4): 541-52, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22241810

ABSTRACT

PURPOSE: Telehealth care is emerging as a viable intervention model to treat complex chronic conditions, such as heart failure (HF) and chronic obstructive pulmonary disease (COPD), and to engage older adults in self-care disease management. DESIGN AND METHODS: We report on a randomized controlled trial examining the impact of a multifaceted telehealth intervention on health, mental health, and service utilization outcomes among homebound medically ill older adults diagnosed with HF or COPD. Random effects regression modeling was used, and we hypothesized that older adults in the telehealth intervention (n = 51) would receive significantly better quality of care resulting in improved scores in health-related quality of life, mental health, and satisfaction with care at 3 months follow-up as compared with controls (n = 51) and service utilization outcomes at 12 months follow-up. RESULTS: At follow-up, the telehealth intervention group reported greater increases in general health and social functioning, and improved in depression symptom scores as compared with usual care plus education group. The control group had significantly more visits to the emergency department than the telehealth group. There was an observed trend toward fewer hospital days for telehealth participants, but it did not reach significance at 12 months. IMPLICATIONS: Telehealth may be an efficient and effective method of systematically delivering integrated care in the home health sector. The use of telehealth technology may benefit homebound older adults who have difficulty accessing care due to disability, transportation, or isolation.


Subject(s)
Heart Failure/nursing , Home Care Services/statistics & numerical data , Homebound Persons/psychology , Outcome and Process Assessment, Health Care , Pulmonary Disease, Chronic Obstructive/nursing , Telemedicine , Aged , Aged, 80 and over , Chronic Disease , Female , Follow-Up Studies , Heart Failure/diagnosis , Home Care Services/organization & administration , Humans , Male , Mental Health , New York , Patient Satisfaction , Pulmonary Disease, Chronic Obstructive/diagnosis , Quality of Life , Regression Analysis
12.
Stat Med ; 31(10): 931-48, 2012 May 10.
Article in English | MEDLINE | ID: mdl-22246815

ABSTRACT

We consider longitudinal studies with binary outcomes that are measured repeatedly on subjects over time. The goal of our analysis was to fit a logistic model that relates the expected value of the outcomes with explanatory variables that are measured on each subject. However, additional care must be taken to adjust for the association between the repeated measurements on each subject. We propose a new maximum likelihood method for covariates that may be fixed or time varying. We also implement and make comparisons with two other approaches: generalized estimating equations, which may be more robust to misspecification of the true correlation structure, and alternating logistic regression, which models association via odds ratios that are subject to less restrictive constraints than are correlations. The proposed estimation procedure will yield consistent and asymptotically normal estimates of the regression and correlation parameters if the correlation on consecutive measurements on a subject is correctly specified. Simulations demonstrate that our approach can yield improved efficiency in estimation of the regression parameter; for equally spaced and complete data, the gains in efficiency were greatest for the parameter associated with a time-by-group interaction term and for stronger values of the correlation. For unequally spaced data and with dropout according to a missing-at-random mechanism, MARK1ML with correctly specified consecutive correlations yielded substantial improvements in terms of both bias and efficiency. We present an analysis to demonstrate application of the methods we consider. We also offer an R function for easy implementation of our approach.


Subject(s)
Data Interpretation, Statistical , Logistic Models , Longitudinal Studies , Antidepressive Agents, Second-Generation/therapeutic use , Computer Simulation , Cyclohexanols/therapeutic use , Depression/drug therapy , Humans , Likelihood Functions , Lithium/therapeutic use , Regression Analysis , Venlafaxine Hydrochloride
13.
Arch Dermatol ; 148(3): 317-22, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22105815

ABSTRACT

OBJECTIVE: To investigate cigarette smoking in cutaneous lupus erythematosus (CLE). DESIGN: Prospective longitudinal cohort study. SETTING: Urban cutaneous autoimmune disease clinic. PARTICIPANTS: A total of 218 individuals with CLE or systemic lupus erythematosus and lupus nonspecific skin disease seen between January 5, 2007, and July 30, 2010. MAIN OUTCOME MEASURES: Cutaneous Lupus Erythematosus Disease Area and Severity Index (CLASI) scores to assess disease severity and response to treatment and Skindex 29+3 scores to assess patient quality of life. RESULTS: Current smokers with lupus erythematosus had higher median CLASI scores (9.5) than did never (7.0) and past (6.0) smokers with CLE (P = .02). Current smokers had higher median scores on all the Skindex 29+3 subsets. Current smokers taking hydroxychloroquine sulfate had higher quinacrine hydrochloride use than did nonsmokers (P = .04). Two to 7 months after enrollment, current smokers (median CLASI change, -3) treated with only antimalarial agents improved more than never (1) and past (0) smokers (P = .02). Eight months or more after enrollment, current smokers (CLASI change, 3.5) treated with antimalarial drugs plus at least 1 additional immunomodulator improved less than never (-1.5) and past (0) smokers (P = .04). CONCLUSIONS: Current smokers with lupus erythematosus had worse disease, had worse quality of life, and were more often treated with a combination of hydroxychloroquine and quinacrine than were nonsmokers. Never and past smokers showed greater improvement when treated with antimalarial agents plus at least 1 additional immunomodulator. Current smokers had greater improvement when treated with antimalarial drugs only.


Subject(s)
Lupus Erythematosus, Cutaneous/diagnosis , Lupus Erythematosus, Cutaneous/etiology , Smoking/adverse effects , Adult , Antimalarials/therapeutic use , Cohort Studies , Comorbidity , Cross-Sectional Studies , Drug Therapy, Combination , Female , Humans , Hydroxychloroquine/therapeutic use , Immunologic Factors/therapeutic use , Longitudinal Studies , Lupus Erythematosus, Cutaneous/classification , Lupus Erythematosus, Cutaneous/drug therapy , Lupus Erythematosus, Cutaneous/epidemiology , Lupus Erythematosus, Systemic/drug therapy , Male , Prospective Studies , Quality of Life , Quinacrine , Smoking/epidemiology , Young Adult
14.
Stat Methods Med Res ; 21(1): 77-107, 2012 Feb.
Article in English | MEDLINE | ID: mdl-21163849

ABSTRACT

We describe causal mediation methods for analysing the mechanistic factors through which interventions act on outcomes. A number of different mediation approaches have been presented in the biomedical, social science and statistical literature with an emphasis on different aspects of mediation. We review the different sets of assumptions that allow identification and estimation of effects in the simple case of a single intervention, a temporally subsequent mediator and outcome. These assumptions include various no confounding assumptions including sequential ignorability assumptions and also interaction assumptions involving the treatment and mediator. The understanding of such assumptions is crucial since some can be assessed under certain conditions (e.g. treatment-mediator interactions), whereas others cannot (sequential ignorability). These issues become more complex with multiple mediators and longitudinal outcomes. In addressing these assumptions, we review several causal approaches to mediation analyses.


Subject(s)
Causality , Data Interpretation, Statistical , Models, Statistical , Bias , Biomedical Research/statistics & numerical data , Confounding Factors, Epidemiologic , Humans , Suicide/statistics & numerical data , Suicide Prevention
15.
Cancer ; 118(8): 2157-62, 2012 Apr 15.
Article in English | MEDLINE | ID: mdl-21952922

ABSTRACT

BACKGROUND: Because cancers are a leading cause of death, these diseases receive a great deal of news attention. However, because news media frequently target specific racial or ethnic audiences, some populations may receive different information, and it is unknown whether reporting equally informs all audiences about the options for care at the end of life. This study of news reporting compared "mainstream" (general market) media with African American media, which serves the largest minority group. The specific goal of this study was to determine whether these news media communicate differently about cure-directed cancer treatment and end-of-life alternatives. METHODS: This content analysis included 660 cancer news stories from online and print media that targeted either African American or mainstream audiences. The main outcome measures included whether reporting discussed adverse events of cancer treatment, cancer treatment failure, cancer death/dying, and end-of-life palliative or hospice care. RESULTS: Unadjusted and adjusted analyses indicated that the news stories in the African American media are less likely than those in mainstream media to discuss each of the topics studied. Comparing the proportions of news stories in mainstream versus African American media, 31.6% versus 13.6% discussed adverse events (odds ratio [OR], 2.92; 95% confidence interval [CI], 1.51-5.66; P = .001); 14.1% versus 4.2% mentioned treatment failure (OR, 3.79; 95% CI, 1.45-9.88; P = .006); and 11.9% versus 3.8% focused on death/dying (OR, 3.42; 95% CI, 1.39-8.38; P = .007). Finally, although very few news stories discussed end-of-life hospice or palliative care, all were found in mainstream media (7/396 vs 0/264). CONCLUSION: The African American news media sampled are less likely than mainstream news media to portray negative cancer outcomes and end-of-life care. Given media's segmented audiences, these findings raise concerns that not all audiences are being informed equally well. Because media content is modifiable, there may be opportunities to improve public cancer communication.


Subject(s)
Mass Media , Minority Groups , Neoplasms/ethnology , Terminal Care , Black or African American , Communication , Hospices , Humans , Neoplasms/mortality , Neoplasms/therapy , Palliative Care , Treatment Failure
16.
Am J Epidemiol ; 174(11): 1296-306, 2011 Dec 01.
Article in English | MEDLINE | ID: mdl-22079788

ABSTRACT

Greening of vacant urban land may affect health and safety. The authors conducted a decade-long difference-in-differences analysis of the impact of a vacant lot greening program in Philadelphia, Pennsylvania, on health and safety outcomes. "Before" and "after" outcome differences among treated vacant lots were compared with matched groups of control vacant lots that were eligible but did not receive treatment. Control lots from 2 eligibility pools were randomly selected and matched to treated lots at a 3:1 ratio by city section. Random-effects regression models were fitted, along with alternative models and robustness checks. Across 4 sections of Philadelphia, 4,436 vacant lots totaling over 7.8 million square feet (about 725,000 m(2)) were greened from 1999 to 2008. Regression-adjusted estimates showed that vacant lot greening was associated with consistent reductions in gun assaults across all 4 sections of the city (P < 0.001) and consistent reductions in vandalism in 1 section of the city (P < 0.001). Regression-adjusted estimates also showed that vacant lot greening was associated with residents' reporting less stress and more exercise in select sections of the city (P < 0.01). Once greened, vacant lots may reduce certain crimes and promote some aspects of health. Limitations of the current study are discussed. Community-based trials are warranted to further test these findings.


Subject(s)
Cities/statistics & numerical data , Crime/statistics & numerical data , Health Status , Public Health/statistics & numerical data , Exercise , Humans , Hypercholesterolemia/epidemiology , Hypertension/epidemiology , Linear Models , Philadelphia/epidemiology , Stress, Psychological/epidemiology
17.
Subst Use Misuse ; 46(13): 1592-603, 2011.
Article in English | MEDLINE | ID: mdl-21929327

ABSTRACT

A case-control study of 149 intentionally self-inflicted gun injury cases (including completed gun suicides) and 302 population-based controls was conducted from 2003 to 2006 in a major US city. Two focal independent variables, acute alcohol consumption and alcohol outlet availability, were measured. Conditional logistic regression was adjusted for confounding variables. Gun suicide risk to individuals in areas of high alcohol outlet availability was less than the gun suicide risk they incurred from acute alcohol consumption, especially to excess. This corroborates prior work but also uncovers new information about the relationships between acute alcohol consumption, alcohol outlets, and gun suicide. Study limitations and implications are discussed.


Subject(s)
Alcohol Drinking/adverse effects , Alcohol Drinking/psychology , Commerce/statistics & numerical data , Suicide/psychology , Wounds, Gunshot/psychology , Alcohol Drinking/economics , Case-Control Studies , Female , Firearms , Humans , Male , Middle Aged , Wounds, Gunshot/mortality
18.
Arch Gen Psychiatry ; 68(6): 627-36, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21646579

ABSTRACT

CONTEXT: Collaborative depression care management (DCM), by addressing barriers disproportionately affecting patients of racial/ethnic minority and low education, may reduce disparities in depression treatment and outcomes. OBJECTIVE: To examine the effects of DCM on treatment disparities by education and race/ethnicity in older depressed primary care patients. DESIGN: Analysis of data from the randomized controlled trial Prevention of Suicide in Primary Care Elderly: Collaborative Trial (PROSPECT). SETTING: Twenty primary care practices. PARTICIPANTS: A total of 396 individuals 60 years or older with major depression. We conducted model-based analysis to estimate potentially differential intervention effects by education, independent of those by race/ethnicity (and vice versa). INTERVENTION: Algorithm-based recommendations to physicians and care management by care managers. MAIN OUTCOME MEASURES: Antidepressant use, depressive symptoms, and intensity of DCM over 2 years. RESULTS: The PROSPECT intervention had a larger and more lasting effect in less-educated patients. At month 12, the intervention increased the rate of adequate antidepressant use by 14.2 percentage points (pps) (95% confidence interval [CI], 1.7 to 26.4 pps) in the no-college group compared with a null effect in the college-educated group (-9.2 pps [95% CI, -25.0 to 2.7 pps]); at month 24, the intervention reduced depressive symptoms by 2.6 pps on the Hamilton Depression Rating Scale (95% CI, -4.6 to -0.4 pps) in no-college patients, 3.8 pps (95% CI, -6.8 to -0.4) more than in the college group. The intervention benefitted non-Hispanic white patients more than minority patients. Intensity of DCM received by minorities was 60% to 70% of that received by white patients after the initial phase but did not differ by education. CONCLUSIONS: The PROSPECT intervention substantially reduced disparities by patient education but did not mitigate racial/ethnic disparities in depression treatment and outcomes. Incorporation of culturally tailored strategies in DCM models may be needed to extend their benefits to minorities. TRIAL REGISTRATION: clinicaltrials.gov Identifier for PROSPECT: NCT00279682.


Subject(s)
Antidepressive Agents/therapeutic use , Depressive Disorder, Major/therapy , Ethnicity/psychology , Healthcare Disparities , Mental Health Services , Aged , Aged, 80 and over , Cooperative Behavior , Depressive Disorder, Major/drug therapy , Depressive Disorder, Major/ethnology , Educational Status , Female , Follow-Up Studies , Healthcare Disparities/ethnology , Humans , Male , Middle Aged , Prospective Studies , Treatment Outcome
19.
Bipolar Disord ; 13(3): 294-302, 2011 May.
Article in English | MEDLINE | ID: mdl-21676132

ABSTRACT

AIMS: This is a multisite, 12-week, open-label trial of lamotrigine augmentation in 57 older adults (≥ 60 years; mean ± SD age = 66.5 ± 6.7 years) with either type I or type II bipolar depression. METHODS: Primary outcome measure was change from baseline on the Montgomery-Åsberg Depression Rating Scale (MADRS). Secondary outcome measures included Hamilton Depression Rating Scale (HAM-D), Clinical Global Impression-Bipolar version (CGI-BP), and the WHO-Disability Assessment Schedule II (WHO-DAS II). The Udvalg for Kliniske Undersøgelser (UKU) was used to assess side effects. RESULTS: A total of 77.2% of the study subjects had bipolar I disorder. The mean (SD) lamotrigine dose was 150.9 (68.5) mg/day. There was significant improvement in the MADRS, HAM-D, CGI-BP, and in most domains on the WHO-DAS II. For patients for whom final MADRS score was available: 31 (57.4%) met remission criteria and 35 (64.8%) met response criteria. There were 19/57 (33.3%) who dropped out of the study prematurely, with 6 dropouts due to adverse events (4 cases of rash, 1 manic switch, and 1 hyponatremia). Two cases of rash were possibly drug related and were resolved with drug discontinuation. The most common UKU adverse effects were reduced sleep duration (n = 14, 24.6%), weight loss (n = 12, 21.1%), increased dream activity (n = 12, 21.1%), polyuria/polydipsia (n = 11, 19.3%), weight gain (n = 9, 15.8%), diminished sexual desire (n = 9, 15.8%), increased sleep (n = 9, 15.8%), lassitude/fatigue (n = 8, 14%), and unsteady gait (n = 8, 14%). No significant changes in electrocardiogram or laboratory tests were observed. CONCLUSIONS: In bipolar depressed elders, lamotrigine was associated with improvement in depression, psychopathology, and functional status. There was a moderate number of adverse events, although relationship of adverse events (particularly falls) to study medication could not be clearly determined in this uncontrolled trial. Controlled studies are needed to further evaluate efficacy and tolerability of lamotrigine therapy in geriatric bipolar depression.


Subject(s)
Antimanic Agents/therapeutic use , Bipolar Disorder/drug therapy , Triazines/therapeutic use , Aged , Aged, 80 and over , Bipolar Disorder/physiopathology , Disability Evaluation , Female , Humans , Lamotrigine , Male , Middle Aged , Patient Dropouts/statistics & numerical data , Prospective Studies , Psychiatric Status Rating Scales , Time Factors
20.
Child Psychiatry Hum Dev ; 42(5): 594-608, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21671005

ABSTRACT

Extensive research demonstrates the negative impact of maternal depression on their offspring. Unfortunately, few studies have been explored in African American families. This study examined emotional and behavioral functioning among children of African American mothers with depression. African American mothers (n = 63), with a past year diagnosis of a depressive disorder, and one of their children (ages 7-14) completed behavioral rating scales in a cross-sectional design. Results showed that 6.5 and 15% scored within the clinical range for depression and anxiety symptoms, respectively. Approximately a third of the offspring reported suicidal ideation. Based on mothers' report, 25.4 and 20.6% of the offspring exhibited internalizing and externalizing symptoms in the clinical range, respectively. Offspring whose mothers were in treatment exhibited higher levels of self-reported anxiety symptoms. Offspring of African American mothers with depression were exhibiting socioemotional problems in ways that are similar to offspring of European American mothers with depression.


Subject(s)
Adolescent Behavior/psychology , Black or African American/psychology , Child Behavior/psychology , Child of Impaired Parents/psychology , Depressive Disorder/psychology , Emotions , Mothers/psychology , Adolescent , Adult , Anxiety/psychology , Child , Cross-Sectional Studies , Depression/psychology , Female , Humans , Male , Mother-Child Relations , Suicidal Ideation
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