ABSTRACT
BACKGROUND: Many patients receiving adjuvant endocrine therapy (ET) for breast cancer experience side effects and reduced quality of life (QoL) and discontinue ET. We sought to describe these issues and develop a prediction model of early discontinuation of ET. METHODS: Among patients with hormone receptor-positive and HER2-negative stage I-III breast cancer of the Cancer Toxicities cohort (NCT01993498) who were prescribed adjuvant ET between 2012 and 2017, upon stratification by menopausal status, we evaluated adjuvant ET patterns including treatment change and patient-reported discontinuation and ET-associated toxicities and impact on QoL. Independent variables included clinical and demographic features, toxicities, and patient-reported outcomes. A machine-learning model to predict time to early discontinuation was trained and evaluated on a held-out validation set. RESULTS: Patient-reported discontinuation rate of the first prescribed ET at 4 years was 30% and 35% in 4122 postmenopausal and 2087 premenopausal patients, respectively. Switching to a new ET was associated with higher symptom burden, poorer QoL, and higher discontinuation rate. Early discontinuation rate of adjuvant ET before treatment completion was 13% in postmenopausal and 15% in premenopausal patients. The early discontinuation model obtained a C index of 0.62 in the held-out validation set. Many aspects of QoL, most importantly fatigue and insomnia (European Organization for Research and Treatment of Cancer QoL questionnaire 30), were associated with early discontinuation. CONCLUSION: Tolerability and adherence to ET remains a challenge for patients who switch to a second ET. An early discontinuation model using patient-reported outcomes identifies patients likely to discontinue their adjuvant ET. Improved management of toxicities and novel more tolerable adjuvant ETs are needed for maintaining patients on treatment.
Subject(s)
Antineoplastic Agents, Hormonal , Breast Neoplasms , Chemotherapy, Adjuvant , Quality of Life , Breast Neoplasms/drug therapy , Humans , Female , Chemotherapy, Adjuvant/adverse effects , Prospective Studies , France , Machine Learning , Adult , Middle Aged , Aged , Antineoplastic Agents, Hormonal/adverse effects , Antineoplastic Agents, Hormonal/therapeutic use , Premenopause , PostmenopauseABSTRACT
In June 2021, the US Food and Drug Administration (FDA) released a draft guidance for industry on core patient-reported outcomes (PROs) and related considerations for instrument selection and trial design in registrational cancer clinical trials, building on prior communications about the use of PROs to assess efficacy and tolerability in oncology drug development. The International Society for Quality of Life Research (ISOQOL) Standards and Best Practices Committee led an initiative to draft a commentary about the guidance, focusing on its positive aspects and areas that would benefit from additional clarification and consideration. For comprehensiveness, the authors reviewed existing public comments on the draft guidance, and the commentary underwent a thorough review process through three ISOQOL Special Interest Groups (Psychometrics, Clinical Practice, and Regulatory and Health Technology Assessment Engagement) followed by the ISOQOL Board. The goal of this commentary is to situate this new and relevant guidance document within the context of recent regulatory efforts on PROs and highlight areas in which further work may ultimately benefit the field.
Subject(s)
Neoplasms , Quality of Life , United States , Humans , Quality of Life/psychology , United States Food and Drug Administration , Patient Reported Outcome Measures , Neoplasms/drug therapy , Medical OncologyABSTRACT
Incorporating cultural sensitivity into healthcare settings is important to deliver high-quality and equitable care, particularly for marginalized communities who are non-White, non-English speaking, or immigrants. The Clinicians' Cultural Sensitivity Survey (CCSS) was developed as a patient-reported survey assessing clinicians' recognition of cultural factors affecting care quality for older Latino patients; however, this instrument has not been adapted for use in pediatric primary care. Our objective was to examine the validity and reliability of a modified CCSS that was adapted for use with parents of pediatric patients. A convenience sampling approach was used to identify eligible parents during well-child visits at an urban pediatric primary care clinic. Parents were administered the CCSS via electronic tablet in a private location. We first conducted exploratory factor analyses (EFAs) to explore the dimensionality of survey responses in the adapted CCSS, and then conducted a series of confirmatory factor analyses (CFAs) using maximum likelihood estimation based on the results of the EFAs. Exploratory and confirmatory factor analyses (N = 212 parent surveys) supported a three-factor structure assessing racial discrimination ([Formula: see text]=0.96), culturally-affirming practices ([Formula: see text]=0.86), and causal attribution of health problems ([Formula: see text]=0.85). In CFAs, the three-factor model also outperformed other potential factor structures in terms of fit statistics including scaled root mean square error approximation (0.098), Tucker-Lewis Index (0.936), Comparative Fit Index (0.950), and demonstrated adequate fit according to the standardized root mean square residual (0.061). Our findings support the internal consistency, reliability, and construct validity of the adapted CCSS for use in a pediatric population.
Subject(s)
Cultural Competency , Delivery of Health Care , Humans , Child , Reproducibility of Results , Surveys and Questionnaires , Primary Health Care , Psychometrics/methodsABSTRACT
BACKGROUND: In the EMPOWER-Lung 1 trial (ClinicalTrials.gov, NCT03088540), cemiplimab conferred longer survival than platinum-doublet chemotherapy for advanced non-small cell lung cancer (NSCLC) with programmed cell death-ligand 1 (PD-L1) ≥50%. Patient-reported outcomes were evaluated among trial participants. METHODS: Adults with NSCLC and Eastern Cooperative Oncology Group performance status 0 to 1 were randomly assigned cemiplimab 350 mg every 3 weeks or platinum-doublet chemotherapy. At baseline and day 1 of each treatment cycle, patients were administered the European Organization for Research and Treatment of Cancer Quality of Life-Core 30 (QLQ-C30) and Lung Cancer Module (QLQ-LC13) questionnaires. Mixed-model repeated measures analysis estimated overall change from baseline for PD-L1 ≥50% and intention-to-treat populations. Kaplan-Meier analysis estimated time to definitive deterioration. RESULTS: In PD-L1 ≥50% patients (cemiplimab, n = 283; chemotherapy, n = 280), baseline QLQ-C30 and QLQ-LC13 scores showed moderate-to-high functioning and low symptom burden. Change from baseline favored cemiplimab on global health status/quality of life (GHS/QOL), functioning, and most symptom scales. Risk of definitive deterioration across functioning scales was reduced versus chemotherapy; hazard ratios were 0.48 (95% CI, 0.32-0.71) to 0.63 (95% CI, 0.41-0.96). Cemiplimab showed lower risk of definitive deterioration for disease-related (dyspnea, cough, pain in chest, pain in other body parts, fatigue) and treatment-related symptoms (peripheral neuropathy, alopecia, nausea/vomiting, appetite loss, constipation, diarrhea) (nominal p < .05). Results were similar in the intention-to-treat population. CONCLUSIONS: Results support cemiplimab for first-line therapy of advanced NSCLC from the patient's perspective. Improved survival is accompanied by improvements versus platinum-doublet chemotherapy in GHS/QOL and functioning and reduction in symptom burden.
Subject(s)
Antibodies, Monoclonal, Humanized , Antineoplastic Agents, Immunological , Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Adult , Humans , B7-H1 Antigen , Carcinoma, Non-Small-Cell Lung/drug therapy , Lung , Lung Neoplasms/drug therapy , Pain/etiology , Patient Reported Outcome Measures , Platinum/therapeutic use , Quality of Life , Antibodies, Monoclonal, Humanized/therapeutic use , Antineoplastic Agents, Immunological/therapeutic useABSTRACT
PURPOSE: Thresholds for meaningful within-individual change (MWIC) are useful for interpreting patient-reported outcome measures (PROM). Transition ratings (TR) have been recommended as anchors to establish MWIC. Traditional statistical methods for analyzing MWIC such as mean change analysis, receiver operating characteristic (ROC) analysis, and predictive modeling ignore problems of floor/ceiling effects and measurement error in the PROM scores and the TR item. We present a novel approach to MWIC estimation for multi-item scales using longitudinal item response theory (LIRT). METHODS: A Graded Response LIRT model for baseline and follow-up PROM data was expanded to include a TR item measuring latent change. The LIRT threshold parameter for the TR established the MWIC threshold on the latent metric, from which the observed PROM score MWIC threshold was estimated. We compared the LIRT approach and traditional methods using an example data set with baseline and three follow-up assessments differing by magnitude of score improvement, variance of score improvement, and baseline-follow-up score correlation. RESULTS: The LIRT model provided good fit to the data. LIRT estimates of observed PROM MWIC varied between 3 and 4 points score improvement. In contrast, results from traditional methods varied from 2 to 10 points-strongly associated with proportion of self-rated improvement. Best agreement between methods was seen when approximately 50% rated their health as improved. CONCLUSION: Results from traditional analyses of anchor-based MWIC are impacted by study conditions. LIRT constitutes a promising and more robust analytic approach to identifying thresholds for MWIC.
Subject(s)
Quality of Life , Humans , Quality of Life/psychology , ROC Curve , RegistriesABSTRACT
BACKGROUND: The National Academy of Medicine's 2019 consensus study on clinician burnout identified a need for research evaluating the impact of clinician distress on health care quality. This study examined the association between clinician distress and the inappropriate use of antibiotic prescriptions for acute respiratory tract infections (RTIs) in adult outpatients. METHODS: A retrospective cohort study was conducted using electronic health record visit data linked to annual wellness surveys administered to all clinicians at Boston Medical Center from May 4 to June 20, 2017, and June 5 to July 6, 2018. Included were outpatient visits occurring in Family Medicine, General Internal Medicine, or the emergency department in which an acute RTI for an otherwise healthy adult was listed as a primary diagnosis. The study examined the association of clinician depression, anxiety, and burnout with the visit-level odds of a clinician inappropriately prescribing an antibiotic for an acute RTI. RESULTS: Out of the 2,187 visits eligible for inclusion, 1,668 visits were included in the final sample. Overall, 33.8% and 51.0% of clinicians reported depression/anxiety and burnout symptoms, respectively. Each 1 standard deviation increase in a clinician's composite depression and anxiety score was associated with a 28% increase (odds ratioâ¯=â¯1.28, 95% confidence intervalâ¯=â¯1.02-1.61) in the adjusted odds of an inappropriate antibiotic prescription for an acute RTI. Clinician burnout had no significant association with inappropriate antibiotic prescribing for acute RTIs. CONCLUSION: These findings suggest that clinician depression and anxiety may be important indicators of health care quality in routine outpatient care.
Subject(s)
Anti-Bacterial Agents , Respiratory Tract Infections , Adult , Ambulatory Care , Anti-Bacterial Agents/therapeutic use , Humans , Inappropriate Prescribing , Respiratory Tract Infections/drug therapy , Retrospective StudiesABSTRACT
The transition from early childhood to teen years (5-12) is a critical time of development, which can be made particularly challenging by a burn injury. Assessing postburn recovery during these years is important for improving pediatric survivors' development and health outcomes. Few validated burn-specific measures exist for this age group. The purpose of this study was to generate item pools that will be used to create a future computerized adaptive test (CAT) assessing postburn recovery in school-aged children. Item pool development was guided by the previously developed School-Aged Life Impact Burn Recovery Evaluation (SA-LIBRE5-12) conceptual framework. The item pool development process involved a systematic literature review, extraction of candidate items from existing legacy measures, iterative item review during expert consensus meetings, and parent cognitive interviews. The iterative item review with experts consisted of six rounds. A total of 10 parent cognitive interviews were conducted. The three broad themes of concern were items that needed 1) clarification, needed context, or were vague, 2) age dependence and relevance, and 3) word choice. The cognitive interviews indicated that survey instructions, recall period, item stem, and response choices were interpretable by respondents. Final item pool based on parental feedback consists of 57, 81, and 60 items in physical, psychological, and family and social functioning, respectively. Developed item pools (n = 198) in three domains are consistent with the existing conceptual framework. The next step involves field testing the item pool and calibration using item response theory to develop and validate the SA-LIBRE5-12 CAT Profile.
Subject(s)
Burns , Burns/psychology , Burns/therapy , Child, Preschool , Humans , Outcome Assessment, Health Care , Psychometrics , Quality of Life/psychology , Surveys and Questionnaires , Survivors/psychologyABSTRACT
Acute pediatric burn injuries often result in chronic sequelae that affect physical, psychological, and social outcomes. To date, no review has comprehensively reported on the impact of burn injuries across all three domains in school-aged children. The aim of this systematic review was to identify published literature that focuses on the impact of burn injuries on physical, psychological, or social functioning, and report upon the nature of study characteristics and their outcomes. We included literature published after 1980, focusing on burn outcomes in children aged 5 to 18 years. Each eligible study was systematically reviewed and primary outcomes were classified into outcome domains based on existing frameworks. Fifty-eight studies met inclusion criteria, and reported on physical (n = 24), psychological (n = 47), and social (n = 29) domains. The majority of the studies had sample sizes of <100 participants, burn size of <40%, and findings reported by parents and/or burn survivors. Only eight of 107 different measures were used in three or more studies. Parents and burn survivors generally reported better physical and social outcomes and worse psychological functioning compared to non-burn populations. Physical disabilities were associated with psychological and social functioning in several studies. Follow-up data reported improvements across domains. This review demonstrates the importance of physical, psychological, and social status as long-term outcomes in burn survivors. Mixed findings across three outcome domains warrant long-term research. Findings of this review will guide the foundation of comprehensive burn and age-specific instruments to assess burn recovery.
Subject(s)
Burns , Disabled Persons , Burns/psychology , Burns/therapy , Child , Humans , Parents , Quality of Life , Survivors/psychologyABSTRACT
BACKGROUND: Physician burnout is often assessed by healthcare organizations. Yet, scores from different burnout measures cannot currently be directly compared, limiting the interpretation of results across organizations or studies. OBJECTIVE: To link common measures of burnout to a single metric in psychometric analyses such that group-level scores from different assessments can be compared. DESIGN: Cross-sectional survey. SETTING: US practices. PARTICIPANTS: A total of 1355 physicians sampled from the American Medical Association Physician Masterfile. MAIN MEASURES: We linked the Stanford Professional Fulfillment Index (PFI) and Mini-Z Single-Item Burnout (MZSIB) scale to the Maslach Burnout Inventory (MBI) in item response theory (IRT) fixed-calibration and equipercentile analyses and created crosswalks mapping PFI and MZSIB scores to corresponding MBI scores. We evaluated the accuracy of the results by comparing physicians' actual MBI scores to those predicted by linking and described the closest cut-point equivalencies across scales linked to the same MBI subscale using the resulting crosswalks. KEY RESULTS: IRT linking produced the most accurate results and was used to create crosswalks mapping (1) PFI Work Exhaustion (PFI-WE) and MZSIB scores to MBI Emotional Exhaustion (MBI-EE) scores and (2) PFI Interpersonal Disengagement (PFI-ID) scores to MBI Depersonalization (MBI-DP) scores. The commonly used MBI-EE raw score cut-point of ≥27 corresponded most closely with respective PFI-WE and MZSIB raw score cut-points of ≥7 and ≥3. The commonly used MBI-DP raw score cut-point of ≥10 corresponded most closely with a PFI-ID raw score cut-point of ≥9. CONCLUSIONS: Our findings allow healthcare organizations using the PFI or MZSIB to compare group-level scores to historical, regional, or national MBI scores (and vice-versa).
Subject(s)
Burnout, Professional , Physicians , Burnout, Professional/diagnosis , Burnout, Professional/epidemiology , Burnout, Professional/psychology , Burnout, Psychological , Cross-Sectional Studies , Humans , Physicians/psychology , Surveys and QuestionnairesABSTRACT
Pediatric burn injuries can alter the trajectory of the survivor's entire life. Patient-centered outcome measures are helpful to assess unique physical and psychosocial needs and long-term recovery. This study aimed to develop a conceptual framework to measure pediatric burn outcomes in survivors aged 5 to 12 years as a part of the School-Aged Life Impact Burn Recovery Evaluation Computer Adaptive Test (SA-LIBRE5-12 CAT) development. This study conducted a systematic literature review guided by the WHO International Classification of Functioning-Child and Youth and domains in the American Burn Association/Shriners Hospitals for Children Burn Outcomes Questionnaire5-18. Interviews with eight parents and seven clinicians were conducted to identify important domains in child recovery. One clinician focus group with four clinicians was completed to identify gaps in the preliminary framework, and semiweekly expert consensus meetings were conducted with three experts to solidify the framework. Qualitative data were analyzed by grounded theory methodology. Three major thematic outcome domains emerged: 1) Physical Functioning: fine motor and upper extremity, gross motor and lower extremity, pain, skin symptoms, sleep and fatigue, and physical resilience; 2) Psychological Functioning: cognitive, behavioral, emotional, resilience, and body image; and 3) Family and Social Functioning: family relationships, and parental satisfaction, school, peer relations, and community participation. The framework will be used to develop item banks for a CAT-based assessment of school-aged children's health and developmental outcomes, which will be designed for clinical and research use to optimize interventions, personalize care, and improve long-term health outcomes for burned children.
Subject(s)
Burns/psychology , Resilience, Psychological , Surveys and Questionnaires/standards , Survivors/psychology , Adolescent , Anxiety/etiology , Burns/rehabilitation , Child , Female , Humans , Male , Motor Skills Disorders/etiologyABSTRACT
BACKGROUND: Disparities in US physician burnout rates across age, gender, and specialty groups as measured by the Maslach Burnout Inventory-Human Services Survey for Medical Personnel (MBI) are well documented. We evaluated whether disparities in US physician burnout are explained by differences in the MBI's functioning across physician age, gender, and specialty groups. METHODS: We assessed the measurement equivalence of the MBI across age, gender, and specialty groups in multi-group item response theory- (IRT-) based differential item functioning (DIF) analyses using secondary, cross-sectional survey data from US physicians (n = 6577). We detected DIF using two IRT-based methods and assessed its impact by estimating the overall average difference in groups' subscale scores attributable to DIF. We assessed DIF's practical significance by comparing differences in individuals' subscale scores and burnout prevalence estimates from models unadjusted and adjusted for DIF. RESULTS: We detected statistically significant age-, gender-, and specialty- DIF in all but one MBI item. However, in all cases, average differences in expected subscale-level scores due to DIF were < 0.10 SD on each subscale. Differences in physicians' individual-level subscale scores and burnout symptom prevalence estimates across DIF- adjusted and unadjusted IRT models were also small (in all cases, mean absolute differences in individual subscale scores were < 0.04 z-score units; prevalence estimates differed by < 0.70%). CONCLUSIONS: Age-, gender-, and specialty-related disparities in US physician burnout are not explained by differences in the MBI's functioning across these demographic groups. Our findings support the use of the MBI as a valid tool to assess age-, gender-, and specialty-related disparities in US physician burnout.
ABSTRACT
Modern, reliable, and valid outcome measures are essential to understanding the health needs of young children with burn injuries. Burn-specific and age-appropriate legacy assessment tools exist for this population but are hindered by the limitations of existing paper-based instruments. The purpose of this study was to develop item pools comprised of questions appropriate for children aged 1-5 with burn injuries. Item development was based on a framework provided by previous work to develop the Preschool Life Impact Burn Recovery Evaluation (LIBRE) Conceptual Model. The Preschool LIBRE Conceptual Model work established four sub-domains of functioning for children with burns aged 1-5. Item development involved a systematic literature review, a qualitative item review process with clinical experts, and parent cognitive interviews. Four item pools were established: (1) communication and language development; (2) physical functioning; (3) psychological functioning and (4) social functioning for preschool-aged children with burn injuries. We selected and refined candidate items, recall periods, survey instructions, and response option choices through clinical and parental feedback during the qualitative review and cognitive interview processes. Item pools are currently being field-tested as part of the process to calibrate and validate the Preschool1-5 LIBRE Computer Adaptive Test (CAT) Profile.
Subject(s)
Burns , Outcome Assessment, Health Care , Parents , Child Development , Child, Preschool , Humans , Infant , Quality of Life , Surveys and Questionnaires , SurvivorsABSTRACT
Importance: Addressing physician suicide requires understanding its association with possible risk factors such as burnout and depression. Objective: To assess the association between burnout and suicidal ideation after adjusting for depression and the association of burnout and depression with self-reported medical errors. Design, Setting, and Participants: This cross-sectional study was conducted from November 12, 2018, to February 15, 2019. Attending and postgraduate trainee physicians randomly sampled from the American Medical Association Physician Masterfile were emailed invitations to complete an online survey in waves until a convenience sample of more than 1200 practicing physicians agreed to participate. Main Outcomes and Measures: The primary outcome was the association of burnout with suicidal ideation after adjustment for depression. The secondary outcome was the association of burnout and depression with self-reported medical errors. Burnout, depression, suicidal ideation, and medical errors were measured using subscales of the Stanford Professional Fulfillment Index, Maslach Burnout Inventory-Human Services Survey for Medical Personnel, and Mini-Z burnout survey and the Patient-Reported Outcomes Measurement Information System depression Short Form. Associations were evaluated using multivariable regression models. Results: Of the 1354 respondents, 893 (66.0%) were White, 1268 (93.6%) were non-Hispanic, 762 (56.3%) were men, 912 (67.4%) were non-primary care physicians, 934 (69.0%) were attending physicians, and 824 (60.9%) were younger than 45 years. Each SD-unit increase in burnout was associated with 85% increased odds of suicidal ideation (odds ratio [OR], 1.85; 95% CI, 1.47-2.31). After adjusting for depression, there was no longer an association (OR, 0.85; 95% CI, 0.63-1.17). In the adjusted model, each SD-unit increase in depression was associated with 202% increased odds of suicidal ideation (OR, 3.02; 95% CI, 2.30-3.95). In the adjusted model for self-reported medical errors, each SD-unit increase in burnout was associated with an increase in self-reported medical errors (OR, 1.48; 95% CI, 1.28-1.71), whereas depression was not associated with self-reported medical errors (OR, 1.01; 95% CI, 0.88-1.16). Conclusions and Relevance: The results of this cross-sectional study suggest that depression but not physician burnout is directly associated with suicidal ideation. Burnout was associated with self-reported medical errors. Future investigation might examine whether burnout represents an upstream intervention target to prevent suicidal ideation by preventing depression.
Subject(s)
Burnout, Professional , Depression , Medical Errors , Physicians/psychology , Suicidal Ideation , Suicide Prevention , Suicide , Adult , Burnout, Professional/prevention & control , Burnout, Professional/psychology , Cross-Sectional Studies , Depression/diagnosis , Depression/prevention & control , Depression/psychology , Female , Humans , Male , Medical Errors/prevention & control , Medical Errors/psychology , Medical Errors/statistics & numerical data , Middle Aged , Physician Impairment/psychology , Self Report , Suicide/psychology , Suicide/statistics & numerical data , United StatesABSTRACT
PURPOSE: Current US health policy discussions regarding physician burnout have largely been informed by studies employing the Maslach Burnout Inventory (MBI); yet, there is little in the literature focused on interpreting MBI scores. We described the burnout symptoms and precision associated with MBI scores in US physicians. METHODS: Using item response theory (IRT) analyses of secondary, cross-sectional survey data, we created response profiles describing the probability of burnout symptoms associated with US physicians' MBI emotional exhaustion (EE), depersonalization (DP), and personal accomplishment (PA) subscale scores. Response profiles were mapped to raw subscale scores and used to predict symptom endorsements at mean scores and commonly used cut-points. RESULTS: The average US physician was likely to endorse feeling he/she is emotionally drained, used up, frustrated, and working too hard and all PA indicators once weekly or more but was unlikely to endorse feeling any DP symptoms once weekly or more. At the commonly used EE and DP cut-points of 27 and 10, respectively, a physician was unlikely to endorse feeling burned out or any DP symptoms once weekly or more. Each subscale assessed the majority of sample score ranges with ≥ 0.70 reliability. CONCLUSIONS: We produced a crosswalk mapping raw MBI subscale scores to scaled scores and response profiles calibrated in a US physician sample. Our results can be used to better understand the meaning and precision of MBI scores in US physicians; compare individual/group MBI scores against a reference population of US physicians; and inform the selection of subscale cut-points for defining categorical physician burnout outcomes.
ABSTRACT
OBJECTIVE: Linking electronic health records (EHR) of pediatric and adult patients living in the same household has the potential to improve chronic care management efficiencies by facilitating the delivery of services to multiple household members at once. However, little is known about relationship between the chronic medical (CM) and behavioral health (CBH) of adults and children living in common households. METHODS: EHR data for children were linked to the EHR data of adults living at the same address during the same time in a retrospective cohort study from 2006 to 2014 to evaluate associations between adult and child CM and CBH conditions within a Boston safety-net primary care patient sample. RESULTS: Of the 13,845 included children, 61.6% lived with at least one adult with ≥ 1 CM or CBH condition. Compared to children living with an adult(s) without a chronic condition, children living with an adult with a CM or CBH condition had a respective 16.2% and 18.1% increased likelihood of having a chronic condition themselves, with multiple adult chronic conditions in adults increasing children's likelihood. CONCLUSIONS FOR PRACTICE: We found a positive association between the chronic diseases of adult and child household members. Given the clustering of child and adult chronic disease within households, using EHR data to support the care management needs of multiple members of households may be a promising approach to improving child and adult health in safety-net settings.
Subject(s)
Chronic Disease/therapy , Disease Management , Electronic Health Records/trends , Family Characteristics , Adolescent , Boston , Child , Child, Preschool , Cohort Studies , Electronic Health Records/standards , Female , Humans , Male , Retrospective StudiesABSTRACT
The Young Adult Burn Outcome Questionnaire (YABOQ) is a validated, English-language patient-reported outcome assessment of young adults' recovery from burn injury across 15 scale domains. We evaluated the cross-cultural validity of a newly developed Spanish version of the YABOQ. Secondary data from English- and Spanish-speaking burn survivors (17 to 30 years of age) were obtained from the Multicenter Benchmarking Study. We conducted classic psychometric analyses and evaluated the measurement equivalence of the English and Spanish YABOQs in logistic and ordinal logistic regression differential item functioning analyses. All multi-item scales in the Spanish YABOQ demonstrated adequate reliability except the Pain and Itch scales. One item in the Perceived Appearance scale showed differential item functioning across English- and Spanish-speaking burn survivors, but the observed differential item functioning had no clinically significant impact on scale-level Perceived Appearance scores. Our findings support the cross-cultural validity of the YABOQ Physical Function, Perceived Appearance, Sexual Function, Emotion, Family Function, Family Concern, Satisfaction with Symptom Relief, Satisfaction with Role, Work Reintegration and Religion scales among English- and Spanish-speaking young adult burn survivors. This work supports the use of these English and Spanish YABOQ scales to assess the effect of therapeutic interventions on young adults' burn outcomes in pooled analyses and to assess disparities in young adults' burn outcomes across language groups.
Subject(s)
Burns/therapy , Cross-Cultural Comparison , Patient Reported Outcome Measures , Benchmarking , Female , Humans , Male , Psychometrics , Quality of Life , Reproducibility of Results , Surveys and Questionnaires , Survivors , Translations , Young AdultABSTRACT
Due to the rapid developmental growth in preschool-aged children, more precise measurement of the effects of burns on child health outcomes is needed. Expanding upon the Shriners Hospitals for Children/American Burn Association Burn Outcome Questionnaire 0 to 5 (BOQ0-5), we developed a conceptual framework describing domains important in assessing recovery from burn injury among preschool-aged children (1-5 years). We developed a working conceptual framework based on the BOQ0-5, the National Research Council and Institute of Medicine's Model of Child Health, and the World Health Organization's International Classification of Functioning, Disability, and Health for Children and Youth. We iteratively refined our framework based on a literature review, focus groups, interviews, and expert consensus meetings. Data were qualitatively analyzed using methods informed by grounded theory. We reviewed 95 pediatric assessments, conducted two clinician focus groups and six parent interviews, and consulted with 23 clinician experts. Three child health outcome domains emerged from our analysis: symptoms, functioning, and family. The symptoms domain describes parents' perceptions of their child's pain, skin-related discomfort, and fatigue. The functioning domain describes children's physical functioning (gross and fine motor function), psychological functioning (internalizing, externalizing, and dysregulation behavior; trauma; toileting; resilience), communication and language development (receiving and producing meaning), and social functioning (connecting with family/peers, friendships, and play). The family domain describes family psychological and routine functioning outcomes.
Subject(s)
Burns/physiopathology , Burns/psychology , Child Development , Outcome Assessment, Health Care , Parents/psychology , Surveys and Questionnaires , Adult , Age Factors , Burns/complications , Child, Preschool , Fatigue/etiology , Fatigue/psychology , Female , Humans , Infant , Male , Motor Skills , Pain/etiology , Pain/psychology , Recovery of Function , Social Behavior , Symptom AssessmentABSTRACT
Following national calls to address burnout among U.S. physicians, healthcare systems across the nation are integrating measures of physician well-being into institutional assessments. In this paper, we review important conceptual and methodological considerations for selecting self-reported physician well-being measures to monitor health system performance and to screen individual physicians for symptoms of distress. First, we discuss the importance of selecting any given measure of physician well-being based on the degree to which evidence supports the validity of the measure within the context of its intended use. Second, we present a conceptual model explaining the relationship between physician well-being and the larger healthcare context, to assist health systems in identifying the intended goals of physician well-being assessment. Well-being assessments are metrics of individual-level physician wellness/distress and may be indicators of system-level performance. We highlight proposed roles of physician well-being as a performance metric (i.e., as a downstream effect of the medical practice environment, as a predictor of health system outcomes, and as a mediator of the practice environment's effect on health system outcomes). Using this framework, we review the evidence supporting the validity of four of the most commonly used measures of well-being in U.S. physicians, identify gaps in the literature, and present practical recommendations for healthcare organizations' selection of appropriate measurement tools. We conclude by offering directions for future research to advance the measurement of physician well-being outcomes.
Subject(s)
Burnout, Professional/psychology , Physicians/psychology , Quality of Life , Delivery of Health Care , Humans , Job Satisfaction , Occupational Stress , Surveys and QuestionnairesABSTRACT
OBJECTIVE: Physician wellness (well-being) is recognized for its intrinsic importance and impact on patient care, but it is a construct that lacks conceptual clarity. The authors conducted a systematic review to characterize the conceptualization of physician wellness in the literature by synthesizing definitions and measures used to operationalize the construct. METHODS: A total of 3057 references identified from PubMed, Web of Science, and a manual reference check were reviewed for studies that quantitatively assessed the "wellness" or "well-being" of physicians. Definitions of physician wellness were thematically synthesized. Measures of physician wellness were classified based on their dimensional, contextual, and valence attributes, and changes in the operationalization of physician wellness were assessed over time (1989-2015). RESULTS: Only 14% of included papers (11/78) explicitly defined physician wellness. At least one measure of mental, social, physical, and integrated well-being was present in 89, 50, 49, and 37% of papers, respectively. The number of papers operationalizing physician wellness using integrated, general-life well-being measures (e.g., meaning in life) increased [X 2 = 5.08, p = 0.02] over time. Changes in measurement across mental, physical, and social domains remained stable over time. CONCLUSIONS: Conceptualizations of physician wellness varied widely, with greatest emphasis on negative moods/emotions (e.g., burnout). Clarity and consensus regarding the conceptual definition of physician wellness is needed to advance the development of valid and reliable physician wellness measures, improve the consistency by which the construct is operationalized, and increase comparability of findings across studies. To guide future physician wellness assessments and interventions, the authors propose a holistic definition.
Subject(s)
Burnout, Professional/prevention & control , Job Satisfaction , Mental Health , Physicians/psychology , Burnout, Professional/psychology , HumansABSTRACT
Background. Physician wellness is a vital element of a well-functioning health care system. Not only is physician wellness empirically associated with quality and patient outcomes, but its ramifications span individual, interpersonal, organizational, and societal levels. The purpose of this study was to explore academic physicians' perceptions about their work-related wellness, including the following questions: (a) What are the workplace barriers and facilitators to their wellness? (b) What workplace solutions do theythinkwouldimprove their wellness? (c)What motivates their work? and (d) What existing wellness programs are they aware of? Methods. A multi-method design was applied to conduct a total of 19 focus group sessions in 17 clinical departments. All academic faculty ranks and career lines were represented in the 64 participating physicians, who began the sessions with five open-ended survey questions pertaining to physician wellness in their work environment. Participants entered their answers into a web-based survey program that enabled anonymous data collection. The initial survey component was followed by semi-structured focus group discussion. Data analysis of this qualitative study was informed by the general inductive approach as well as a review of extant literature through September 2015 on physician wellness, professional fulfillment, satisfaction, dissatisfaction, burnout and work-life. Results. Factors intrinsic to the work of physicians dominated the expressed reasons for work motivation. These factors all related to the theme of overall contribution, with categories of meaningful work, patient care, teaching, scientific discovery, self-motivation and matching of career interests. Extrinsic factors such as perceptions of suboptimal goal alignment, inadequate support, restricted autonomy, lack of appreciation, and suboptimal compensation and benefits dominated the risk of professional dissatisfaction. Discussion. Our findings indicate that the factors that enhance professional fulfillment and those that precipitate burnout are distinct: motivation and quality of work performed were supported by domains intrinsic to the work itself, whereas external dysfunctional work aspects resulted in frustration. Thus, it can be anticipated that optimization of physician wellness would require tailored approaches in each of these dimensions with sustained funding and support for wellness initiatives. Physicians identified the availability of resources to enable them to thrive and provide excellent patient care as their most important wellness-enhancing factor.