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1.
J Gen Intern Med ; 2024 May 08.
Article in English | MEDLINE | ID: mdl-38717665

ABSTRACT

BACKGROUND: Health care systems are increasingly screening for unmet social needs. The association between patient-reported social needs and health care utilization is not well understood. OBJECTIVE: To investigate the association between patient-reported social needs, measured by the Protocol for Responding to and Assessing Patients' Assets, Risks, and Experiences (PRAPARE), and inpatient and emergency department (ED) utilization. DESIGN: This cohort study analyzed merged 2017-2019 electronic health record (EHR) data across multiple health systems. PARTICIPANTS: Adult patients from a federally qualified health center (FQHC) in central North Carolina who completed PRAPARE as part of a primary care visit with behavioral health services. MAIN MEASURES: The count of up to 12 unmet social needs, aggregated as 0, 1, 2, or 3 + . Outcomes include the probability of an ED visit and hospitalization 12 months after PRAPARE assessment, modeled by logistic regressions controlling for age, sex, race, ethnicity, comorbidity burden, being uninsured, and prior utilization in the past 12 months. KEY RESULTS: The study population consisted of 1924 adults (38.7% male, 50.1% Black, 36.3% Hispanic, 55.9% unemployed, 68.2% of patients reported 1 + needs). Those with more needs were younger, more likely to be unemployed, and experienced greater comorbidity burden. 35.3% of patients had ED visit(s) and 36.3% had hospitalization(s) 1 year after PRAPARE assessment. In adjusted analysis, having 3 + needs was associated with a percentage point increase in the predicted probability of hospitalization (average marginal effect 0.06, SE 0.03, p < 0.05) compared with having 0 needs. Similarly, having 2 needs (0.07, SE 0.03, p < 0.05) or 3 + needs (0.06, SE 0.03, p < 0.05) was associated with increased probability of ED visits compared to 0 needs. CONCLUSIONS: Patient-reported social needs were common and associated with health care utilization patterns. Future research should identify interventions to address unmet social needs to improve health and avoid potentially preventable escalating medical intervention.

2.
Front Public Health ; 10: 966872, 2022.
Article in English | MEDLINE | ID: mdl-36203701

ABSTRACT

Introduction: Few resources are available to train students to provide patients assistance for obtaining needed community-based services. This toolkit outlines a curriculum to train student volunteers to become "community resource navigators" to serve patients via telephone at partner health sites. Methods: University students co-designed the Help Desk navigator program and training for volunteer navigators as part of an academic-community partnership with a local Federally Qualified Health Center (FQHC). The multi-modal curricula consisted of five components: didactic instruction on social determinants of health and program logistics, mock patient calls and documentation, observation of experienced navigator interaction with patients, supervised calls with real patients, and homework assignments. In 2020, training materials were adapted for virtual delivery due to the COVID-19 pandemic. Trainees completed a survey after completion to provide qualitative feedback on the training and preparedness. Results: The training was offered for the first cohort of 11 student volunteer navigators in 2019, revised and then offered for 13 undergraduate and nursing students over 6 weeks in 2020. In the training evaluation, trainees described the new knowledge and skills gained from the training, the long-term benefits toward their educational and professional career goals, and helpful interactive delivery of the training. Trainees also highlighted areas for improvement, including more time learning about community resources and practicing challenging patient conversations. Conclusions: Our peer-to-peer, multi-modal training prepares student volunteers to become community resource navigators. Student, eager for meaningful clinical experiences, are an untapped resource that can help patients with their social needs.


Subject(s)
COVID-19 , Students, Nursing , Community Resources , Curriculum , Humans , Pandemics , Volunteers
3.
JMIR Res Protoc ; 11(10): e37316, 2022 Oct 11.
Article in English | MEDLINE | ID: mdl-36222790

ABSTRACT

BACKGROUND: Health care providers are increasingly screening patients for unmet social needs (eg, food, housing, transportation, and social isolation) and referring patients to relevant community-based resources and social services. Patients' connection to referred services is often low, however, suggesting the need for additional support to facilitate engagement with resources. SMS text messaging presents an opportunity to address barriers related to contacting resources in an accessible, scalable, and low-cost manner. OBJECTIVE: In this multi-methods pilot study, we aim to develop an automated SMS text message-based intervention to promote patient connection to referred social needs resources within 2 weeks of the initial referral and to evaluate its feasibility and patient acceptability. This protocol describes the intervention, conceptual underpinnings, study design, and evaluation plan to provide a detailed illustration of how SMS technology can complement current social needs screening and referral practice patterns without disrupting care. METHODS: For this pilot prospective cohort study, this SMS text message-based intervention augments an existing social needs screening, referral, and navigation program at a federally qualified health center. Patients who received at least one referral for any identified unmet social need are sent 2 rounds of SMS messages over 2 weeks. The first round consists of 5-10 messages that deliver descriptions of and contact information for the referred resources. The second round consists of 2 messages that offer a brief reminder to contact the resources. Participants will evaluate the intervention via a survey and a semistructured interview, informed by an adapted technology acceptance model. Rapid qualitative and thematic analysis will be used to extract themes from the responses. Primary outcomes are implementation feasibility and patient acceptability. Secondary outcomes relate to intervention effectiveness: self-reported attempt to connect and successful connection to referred resources 2 weeks after the initial referral encounter. RESULTS: The study received regulatory approval in May 2021, and we anticipate enrolling 15-20 participants for this initial pilot. CONCLUSIONS: This protocol presents detailed implementation methods about a novel automated SMS intervention for social care integration within primary care. By sharing the study protocol early, we intend to facilitate the development and adoption of similar tools across different clinical settings, as more health care providers seek to address the unmet social needs of patients. Study findings will provide practical insights into the design and implementation of SMS text message-based interventions to improve social and medical care coordination. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/37316.

4.
Front Public Health ; 10: 908646, 2022.
Article in English | MEDLINE | ID: mdl-36117603

ABSTRACT

Background: Implementation mapping (IM) is a promising five-step method for guiding planning, execution, and maintenance of an innovation. Case examples are valuable for implementation practitioners to understand considerations for applying IM. This pilot study aimed to determine the feasibility of using IM within a federally qualified health center (FQHC) with limited funds and a 1-year timeline. Methods: An urban FQHC partnered with an academic team to employ IM for implementing a computerized strategy of tobacco cessation: the 5A's (Ask, Advise, Assess, Assist, Arrange). Each step of IM was supplemented with theory-driven methods and frameworks. Data collection included surveys and interviews with clinic staff, analyzed via rapid data analysis. Results: Medical assistants and clinicians were identified as primary implementers of the 5A's intervention. Salient determinants of change included the perceived compatibility and relative priority of 5A's. Performance objectives and change objectives were derived to address these determinants, along with a suite of implementation strategies. Despite indicators of adoptability and acceptability of the 5A's, reductions in willingness to adopt the implementation package occurred over time and the intervention was not adopted by the FQHC within the study timeframe. This is likely due to the strain of the COVID-19 pandemic altering health clinic priorities. Conclusions: Administratively, the five IM steps are feasible to conduct with FQHC staff within 1 year. However, this study did not obtain its intended outcomes. Lessons learned include the importance of re-assessing barriers over time and ensuring a longer timeframe to observe implementation outcomes.


Subject(s)
COVID-19 , Smoking Cessation , Tobacco Use Cessation , Humans , Pandemics , Pilot Projects , Smoking Cessation/methods
5.
J Am Board Fam Med ; 35(4): 793-802, 2022.
Article in English | MEDLINE | ID: mdl-35896446

ABSTRACT

INTRODUCTION: Many primary care clinics screen patients for their unmet social needs, such as food insecurity and housing instability, and refer them to community-based organizations (CBOs). However, the ability for patients to have their needs met is difficult to evaluate and address. This study explores patient-reported barriers to accessing referred resources using a conceptual framework that identifies opportunities for intervening to optimize success. METHODS: Patients who participated in a social needs screening and referral intervention at a Federally Qualified Health Center (FQHC) were called 2 weeks after the clinic encounter. We conducted a directed content analysis across 6 domains of access to examine responses from patients who reported barriers. RESULTS: Of the 462 patients that were reached for follow-up, 366 patients reported 537 total barriers. The most frequent challenges related to resource availability (24.6%, eg, patients waiting for submitted application to process) and approachability (23.8%, eg, patients lacking information needed to contact or access resources). Barriers in the domains of acceptability (21.6%, eg, competing life priorities such as medical issues, major life events, or caretaking responsibilities) and appropriateness (17.9%, eg, resource no longer needed) largely represented patient constraints expressed only after the clinical encounter. It was less common for patients to identify accommodation (eg, physical limitations, language barriers, transportation barriers, administrative complexity) or affordability of community resources as barriers (11.2% and 0.9%, respectively). CONCLUSION: Findings suggest opportunities for improvement across the access continuum, from initial referrals from primary care staff during the clinical encounter to patients' attempts to accessing services in the community. Future efforts should consider increased collaboration between health and social service organizations, and advocacy for structural changes that mitigate system-level barriers related to resource availability and administrative complexity.


Subject(s)
Referral and Consultation , Social Work , Ambulatory Care , Humans , Mass Screening
6.
Worldviews Evid Based Nurs ; 19(1): 42-46, 2022 Feb.
Article in English | MEDLINE | ID: mdl-35014153

ABSTRACT

BACKGROUND: Uncontrolled hypertension disproportionately affects Black men. Patient engagement with health promotion and health behavior programs for hypertension control is low. We held evidence-based hypertension classes at a Federally Qualified Health Center. AIMS: The aim of this project was to elicit patient preferences and expectations for community-based hypertension classes. METHODS: Group hypertension classes were held at a Federally Qualified Health Center. The priority population was Black men with hypertension. Semi-structured interviews were conducted with the group class attendees. Two independent coders performed content analysis using field notes from the interviews. RESULTS: Seven group class attendees were interviewed. Six interviewees were Black males, one was a Black female, and the mean age was 65.7 years. Content analysis of the interview field notes revealed five content areas: (1) Recommendation of Group Classes to a Friend, (2) Expectations for the Group Classes, (3) Reasons for Continued Attendance, (4) Lifestyle Changes and Adopting the Group Class Lessons, and (5) Feedback and Recommendations to Improve Group Classes. Findings suggest that creating a cultural context in which open, transparent discussion of blood pressure occur can be achieved. Thus, regarding acceptability, classes fulfilled and often exceeded the attendees' expectations and needs. LINKING EVIDENCE TO ACTION: Our findings suggest that community-based group classes are a viable intervention to contribute toward addressing the disparity of hypertension control among Black men. When designing peer-group interventions, taking patient preferences and expectations into account increases the effectiveness of these interventions. The qualitative narrative provided in this paper contributes to the development of similar community-based group classes for the management of severe hypertension.


Subject(s)
Hypertension , Motivation , Aged , Blood Pressure , Female , Health Promotion , Humans , Hypertension/therapy , Life Style , Male
7.
J Health Care Poor Underserved ; 32(4): 1872-1888, 2021.
Article in English | MEDLINE | ID: mdl-34803048

ABSTRACT

PURPOSE: Social determinants of health, including food insecurity, housing instability, social isolation, and unemployment are important drivers of health outcomes and utilization. To inform implementation of social needs screening and response protocols, there is a need to identify the associated costs in routine primary care encounters. METHODS: We interviewed key stakeholders in four diverse community health centers that had adopted a widely used social needs screening and response protocol. We evaluated costs using an activity-based costing tool across both the initial implementation phase and ongoing maintenance phase. RESULTS: Clinic costs were associated with workforce development, planning, and electronic health record integration. These initial implementation costs varied by site ($6,644-$49,087). On a per-patient basis, ongoing maintenance costs ranged from $9.76 to $47.98. CONCLUSION: Our findings can aid in designing reimbursement mechanisms tied to social needs screening and response to accelerate translational efforts and promote health equity.


Subject(s)
Community Health Centers , Health Promotion , Ambulatory Care Facilities , Housing Instability , Humans , Primary Health Care
8.
BMC Health Serv Res ; 21(1): 975, 2021 Sep 17.
Article in English | MEDLINE | ID: mdl-34530826

ABSTRACT

BACKGROUND: Screening in primary care for unmet individual social needs (e.g., housing instability, food insecurity, unemployment, social isolation) is critical to addressing their deleterious effects on patients' health outcomes. To our knowledge, this is the first study to apply an implementation science framework to identify implementation factors and best practices for social needs screening and response. METHODS: Guided by the Health Equity Implementation Framework (HEIF), we collected qualitative data from clinicians and patients to evaluate barriers and facilitators to implementing the Protocol for Responding to and Assessing Patients' Assets, Risks, and Experiences (PRAPARE), a standardized social needs screening and response protocol, in a federally qualified health center. Eligible patients who received the PRAPARE as a standard of care were invited to participate in semi-structured interviews. We also obtained front-line clinician perspectives in a semi-structured focus group. HEIF domains informed a directed content analysis. RESULTS: Patients and clinicians (i.e., case managers) reported implementation barriers and facilitators across multiple domains (e.g., clinical encounters, patient and provider factors, inner context, outer context, and societal influence). Implementation barriers included structural and policy level determinants related to resource availability, discrimination, and administrative burden. Facilitators included evidence-based clinical techniques for shared decision making (e.g., motivational interviewing), team-based staffing models, and beliefs related to alignment of the PRAPARE with patient-centered care. We found high levels of patient acceptability and opportunities for adaptation to increase equitable adoption and reach. CONCLUSION: Our results provide practical insight into the implementation of the PRAPARE or similar social needs screening and response protocols in primary care at the individual encounter, organizational, community, and societal levels. Future research should focus on developing discrete implementation strategies to promote social needs screening and response, and associated multisector care coordination to improve health outcomes and equity for vulnerable and marginalized patient populations.


Subject(s)
Health Equity , Focus Groups , Humans , Implementation Science , Primary Health Care , Qualitative Research
9.
BMC Cardiovasc Disord ; 21(1): 342, 2021 07 14.
Article in English | MEDLINE | ID: mdl-34261446

ABSTRACT

BACKGROUND: Health systems are increasingly using standardized social needs screening and response protocols including the Protocol for Responding to and Assessing Patients' Risks, Assets, and Experiences (PRAPARE) to improve population health and equity; despite established relationships between the social determinants of health and health outcomes, little is known about the associations between standardized social needs assessment information and patients' clinical condition. METHODS: In this cross-sectional study, we examined the relationship between social needs screening assessment data and measures of cardiometabolic clinical health from electronic health records data using two modelling approaches: a backward stepwise logistic regression and a least absolute selection and shrinkage operation (LASSO) logistic regression. Primary outcomes were dichotomized cardiometabolic measures related to obesity, hypertension, and atherosclerotic cardiovascular disease (ASCVD) 10-year risk. Nested models were built to evaluate the utility of social needs assessment data from PRAPARE for risk prediction, stratification, and population health management. RESULTS: Social needs related to lack of housing, unemployment, stress, access to medicine or health care, and inability to afford phone service were consistently associated with cardiometabolic risk across models. Model fit, as measured by the c-statistic, was poor for predicting obesity (logistic = 0.586; LASSO = 0.587), moderate for stage 1 hypertension (logistic = 0.703; LASSO = 0.688), and high for borderline ASCVD risk (logistic = 0.954; LASSO = 0.950). CONCLUSIONS: Associations between social needs assessment data and clinical outcomes vary by cardiometabolic condition. Social needs assessment data may be useful for prospectively identifying patients at heightened cardiometabolic risk; however, there are limits to the utility of social needs data for improving predictive performance.


Subject(s)
Cardiovascular Diseases/therapy , Community Health Services , Health Services Needs and Demand , Metabolic Syndrome/therapy , Needs Assessment , Primary Health Care , Social Determinants of Health , Atherosclerosis/epidemiology , Atherosclerosis/therapy , Cardiometabolic Risk Factors , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/epidemiology , Cross-Sectional Studies , Electronic Health Records , Female , Humans , Hypertension/epidemiology , Hypertension/therapy , Male , Medical Assistance , Metabolic Syndrome/diagnosis , Metabolic Syndrome/epidemiology , Middle Aged , Obesity/epidemiology , Obesity/therapy , Prognosis , Retrospective Studies , Risk Assessment , Socioeconomic Factors , Time Factors , United States/epidemiology
10.
J Prim Care Community Health ; 12: 21501327211024390, 2021.
Article in English | MEDLINE | ID: mdl-34120507

ABSTRACT

INTRODUCTION: In an effort to improve health outcomes and promote health equity, healthcare systems have increasingly begun to screen patients for unmet social needs and refer them to relevant social services and community-based organizations. This study aimed to identify factors associated with the successful connection (ie, services started) to social needs resources, as well as factors associated with an attempt to connect as a secondary, intermediate outcome. METHODS: This retrospective cohort study included patients who had been screened, referred, and subsequently reached for follow-up navigation from March 2019 to December 2020, as part of a social needs intervention at a federally qualified health center (FQHC). Measures included demographic and social needs covariates collected during screening, as well as resource-related covariates that characterized the referred resources, including service domain (area of need addressed), service site (integration relative to the FQHC), and access modality (means of accessing services). RESULTS: Of the 501 patients in the analytic sample, 32.7% had started services with 1 or more of their referred resources within 4 weeks of the initial referral, and 63.3% had at least attempted to contact 1 referred resource, whether or not they were able to start services. Receiving a referral to resources that patients could access via phone call or drop-in visit, as opposed to resources that required additional appointments or applications prior to accessing services, was associated with increased odds (aOR 1.95, 95% CI 1.05, 3.61) of connection success, after adjusting for age, sex, race, ethnicity, education, number of social needs, and resource-related characteristics. This study did not find statistically significant associations between connection attempt and any variable included in adjusted analyses. CONCLUSION: These findings suggest that referral pathways may influence the success of patients' connection to social needs resources, highlighting opportunities for more accessible solutions to addressing patients' unmet social needs.


Subject(s)
Health Promotion , Referral and Consultation , Humans , Mass Screening , Retrospective Studies , Social Work
11.
J Prim Care Community Health ; 12: 21501327211021021, 2021.
Article in English | MEDLINE | ID: mdl-34053370

ABSTRACT

OBJECTIVES: While healthcare organizations increasingly aim to address the social determinants of health (SDOH) in the clinic setting, there is little guidance on which staff are best equipped to assume this role. The present study is a scoping review of the peer-reviewed literature to characterize workforce models used to screen for and respond to patients' unmet social needs in ambulatory settings. METHODS: Four online databases were used to identify papers published until February 2021. Eligible articles were original research studies or systematic reviews that described the implementation of a standardized assessment for multiple SDOH domains and resulting activities to respond to individual patient needs (eg, referral to community resources) in ambulatory care settings. RESULTS: Of the 1569 articles identified, 65 met study eligibility criteria. Majority of studies had observational study designs (11% were randomized control trials). For screening-related activities, more articles reported using traditional healthcare staff (51%), such as medical providers, medical assistants, and front-desk staff, than social care staff (32%), such as social workers and student volunteers. In contrast, for response-related activities, more articles reported using social care staff (88%) than traditional healthcare staff (60%). While we found wide variations in specific team configurations and training for the roles, social care staff generally provided more intensive forms of assistance than traditional healthcare staff. CONCLUSION: While this review demonstrates the breadth of models for building or deploying a workforce to integrate health and social care, it also identifies the need for rigorous research on workforce development, implementation, and effectiveness.


Subject(s)
Delivery of Health Care , Social Determinants of Health , Humans , Observational Studies as Topic , Social Support , Social Workers , Workforce
12.
Int J Integr Care ; 21(1): 2, 2021 Feb 05.
Article in English | MEDLINE | ID: mdl-33597833

ABSTRACT

INTRODUCTION: While unmet social needs are major drivers of health outcomes, most health systems are not fully integrated with the social care sector to address them. In this case study, we describe the development and implementation of a model utilizing student volunteer community resource navigators to help patients connect with community-based organizations (CBOs). We then detail initial implementation outcomes and practical considerations for future work. METHODS: We used the Ten Essential Public Health Services Framework to guide program planning of a student "Help Desk" model for a community health center. Planning included a literature review, observation of exemplar programs, development of a CBO directory, and evaluation of the center's patient population, clinical workflows, and data infrastructure. We piloted the model for two months. After pilot completion, we reviewed patient data to understand the feasibility of the student "Help Desk" model. We utilized planning and pilot execution materials, as well as pilot data, to develop and discuss practical considerations. RESULTS: Design and implementation complemented ongoing social needs screening and referral to CBOs by center case managers. Patients were asked if they would accept telephone follow-up by volunteers two and four weeks after the clinic visit. Of 61 patients screened, 29 patients were referred for follow-up. Ninety percent were reached at least once during the follow-up period, and 48% of patients referred reported connecting to at least one CBO. Only 27% of patients required escalation back to case managers, and no emergency escalation was needed for any patients. Students, faculty advisors, and community health center frontline staff and leadership supported the scale up and continuation of the "Help Desk" model at the community health center. DISCUSSION: Successful implementation required multi-sectoral collaboration, well-defined scope of practice, and data interoperability. Student volunteers are untapped resources to support integrated health and social care.

13.
Fam Community Health ; 44(2): 78-80, 2021.
Article in English | MEDLINE | ID: mdl-33351516

ABSTRACT

The COVID-19 pandemic has highlighted the importance of social determinants of health in affecting health outcomes. Populations with high social risk are disproportionately impacted by the virus and its economic consequences. Primary care practices have a unique opportunity to implement interventions to mitigate their patients' unmet social needs, such as food and income insecurity. In this commentary, we outline key considerations for clinics implementing programs that identify and address patients' social needs in a way that promotes equity, quality, and sustainability. We provide examples from our own experience at a federally qualified health center.


Subject(s)
Health Equity , Primary Health Care/methods , Quality of Health Care , Referral and Consultation/organization & administration , Social Determinants of Health , Social Welfare , COVID-19 , Food Insecurity , Humans , Needs Assessment , Pandemics , Poverty , Program Evaluation , SARS-CoV-2
14.
Am J Prev Med ; 59(5): 725-732, 2020 11.
Article in English | MEDLINE | ID: mdl-33011006

ABSTRACT

INTRODUCTION: Severe hypertension (≥180 mmHg systolic or ≥110 mmHg diastolic) is associated with a twofold increase in the relative risk of death. At the authors' Federally Qualified Health Center in the Southeast, 39% of adults (n=8,695) had hypertension, and 3% (n=235) were severe. The purpose of this project was to lower blood pressure and improve the proportion of patients achieving the Agency for Healthcare Research and Quality goal for blood pressure. METHODS: This quality improvement project was performed in 2017 in three 3-month Plan, Do, Study, Act cycles using a multidisciplinary outreach model in a community-based primary care setting. A clinical team including physicians, nurses, patient navigators, behavioral health counselors, and pharmacists contacted adult patients with severe hypertension (≥180/110 mmHg), scheduled visits, and established blood pressure and medication management goals. The data review and analysis concluded in 2019. RESULTS: Among patients with blood pressure ≥180/110 mmHg (n=235), the average age was 57 years (SD=12 years), 37% (n=87) were male, 82% (n=193) were Black, and 46% (n=108) were uninsured. The majority of those contacted attended a follow-up appointment within the 9-month project (77%, n=181) and achieved an improved systolic blood pressure (87%, n=167) and diastolic blood pressure (76%, n=146). Target blood pressure of <140/90 mmHg was achieved in 29% of patients (n=53). Medication possession ratio improved from 23% to 40% among patients reached by pharmacists (n=30). Fewer deaths occurred in those reached by the intervention than in those not reached (n=1 vs n=3). CONCLUSIONS: Multidisciplinary outreach and use of evidence-based guidelines (Eighth Joint National Committee) were associated with lower blood pressure in patients with severe hypertension.


Subject(s)
Antihypertensive Agents , Hypertension , Adult , Antihypertensive Agents/therapeutic use , Blood Pressure , Female , Humans , Hypertension/drug therapy , Male , Middle Aged , Pharmacists , Primary Health Care
15.
Front Public Health ; 7: 248, 2019.
Article in English | MEDLINE | ID: mdl-31552214

ABSTRACT

Introduction: Our purpose was to develop and test a brief, self-report, and scorable survey instrument for measuring population health profiles from the individual respondent's perspective. We defined population health as the state of physical, mental, and social well-being of a group of individuals, including determinants of their well-being. Materials and Methods: Respondents were adult patients in a community health center. Instrument items, an overall scale, and two subscales were developed and evaluated. Reliability was tested by Cronbach's alphas and test-retest correlations; construct validity was tested by correlations between scores and economic and clinical factors; criterion validity was tested by regression analyses for prediction of morbidity and health care utilization by baseline scores; and feasibility was tested by length of administration time. Results: This was a 2-years prospective study of 450 patients, mostly black non-Hispanics (54%) and Hispanics (29%), many with no health insurance (45%), and poor enough to meet the federal poverty level (73%). The Duke Population Health Profile (Duke-PH) was developed with a 14-item PH scale for overall population health profile and two 7-item subscales, one for social determinants and the other for health determinants. Validity of item selection was indicated by item convergent and item discriminant correlations. Scale and subscale reliability were supported for internal consistency by Cronbach's alphas of 0.63-0.73, and for temporal stability by test-retest correlations of 0.65-0.78. Support for construct validity was shown by the more favorable baseline subscale and scale mean scores for patients able to buy private insurance than for patients unable to afford it. Criterion validity was supported by regression analyses showing that baseline scale and subscale scores predicted both baseline morbidity and 6-months utilization. Feasibility was shown by the mean self-administration time of 3.9 min and mean interviewer-administration time of 5.8 min. Discussion: The strength of this study is support for Duke-PH reliability, validity, and feasibility in a community health center patient population. The new instrument is unique because it measures both social and health determinants of population health from the perspective of individuals in the population.

16.
Physiother Res Int ; 21(2): 84-90, 2016 Jun.
Article in English | MEDLINE | ID: mdl-25781859

ABSTRACT

BACKGROUND AND PURPOSE: Obese adults are at an increased risk for mobility-related problems. National guidelines recommend calorie restrictions and exercise for obese adults as a means to improve functional fitness capacity and to increase mobility. Yet, lifestyle weight loss interventions often fail to measure fitness changes. The aim of this study was to assess whether a 1-month, intensive behavioural change, diet and fitness intervention for overweight and obese adults would result in statistically significant and clinically meaningful changes in functional exercise. METHODS: A pre-post test design was used in this study. Seventy-two participants (40 women, 32 men; mean baseline body mass index (BMI) = 42.6 + 9.0; mean age = 45.8 + 16.8) completed a modified 6-minute walk test (6MWT), performed on a treadmill, at baseline and at end of treatment. RESULTS: Significant improvements included decreased BMI (2.7 + 1.7 kg m(-2) , p < 0.001) and increased 6MWT distance (66.4 + 73.0 m, p < 0.001). The 6MWT improved by 66 m on average, a reported clinically meaningful difference. Greater improvements in the 6MWT were significantly correlated with greater weight loss and BMI reduction. DISCUSSION: Our findings suggest that rehabilitation beyond weight loss may be derived from participation in a brief, intensive behavioural change, diet and fitness programme. Physiotherapists are in a prime position to address the physical and motivational challenges participants face while living with severe obesity: targeting functional exercise capacity is one key strategy for addressing immobility associated with obesity. Copyright © 2015 John Wiley & Sons, Ltd.


Subject(s)
Behavior Therapy/methods , Diet, Reducing , Exercise/physiology , Obesity/rehabilitation , Physical Fitness/physiology , Adult , Body Mass Index , Cohort Studies , Exercise Tolerance , Female , Health Promotion , Humans , Male , Middle Aged , Obesity/diagnosis , Overweight/diagnosis , Overweight/rehabilitation , Prospective Studies , Quality of Life , Treatment Outcome , Weight Loss/physiology
17.
Int J Behav Med ; 17(2): 118-24, 2010 Jun.
Article in English | MEDLINE | ID: mdl-20387027

ABSTRACT

BACKGROUND: Pain may interfere with daily functioning in obese persons and also with outcomes during weight loss. We examined the relationship between pain and (1) interference with daily functioning (DFi) and (2) outcomes in an obese treatment-seeking population. METHOD: Participants were 386 patients entering a residential weight loss program (body mass index, 40.7 +/- 10.12 kg/m(2)). We examined the relationships of demographic factors, pain types, and emotional status with both baseline DFi and short-term weight loss. RESULTS: Regression analysis showed that overall, total pain scores significantly predicted DFi even after controlling for other confounders (p < .05). Leg pain, joint pain, and headache predicted DFi (p's < .05) among women. Among both men and women, depression severity predicted DFi (p's < .01). For the entire sample, there was an inverse bivariate relationship between total pain score and weight loss (p < .001). Joint pain and depression (among women) and age and depression (among men) predicted reduced weight loss (p's < .05). CONCLUSION: These results highlight the value of assessing both pain and emotional status for individuals undergoing weight loss treatment since these may interfere recommendations to increase activity.


Subject(s)
Depression/psychology , Obesity/psychology , Obesity/therapy , Pain/psychology , Quality of Life , Residential Treatment , Weight Loss , Adult , Age Factors , Arthralgia/psychology , Body Mass Index , Female , Headache/psychology , Humans , Leg , Male , Middle Aged , Regression Analysis , Residential Treatment/methods , Retrospective Studies , Sex Factors , Surveys and Questionnaires , Treatment Outcome
18.
Metabolism ; 59(2): 177-85, 2010 Feb.
Article in English | MEDLINE | ID: mdl-19765777

ABSTRACT

In obese subjects, the liver may be differentially affected by significant weight loss depending on as yet unknown factors. We explored clinical factors associated with serum alanine aminotransferase (ALT) changes during significant weight loss in a residential weight loss program. Clinical data from 362 adults who received a comprehensive weight loss intervention (ie, diets, physical fitness, and behavioral modification) in the program were analyzed. Serum ALT was used as a surrogate marker of liver injury. The ALT changes during the program were calculated to create study outcome categories (improvement, no change, or deterioration of ALT during significant weight loss). Variables of demography, lifestyle, and comorbidities at baseline, and total/rate of weight change during the program were explored for associations with the ALT change categories using multiple logistic regression models. Variation by sex was apparent among predictors of ALT deterioration; men with rapid weight loss and women with higher initial body mass index were more likely to experience ALT deterioration, whereas men with prior alcohol consumption were less likely to experience ALT deterioration even after adjusting for baseline ALT (Ps < .03). Variation by age was apparent among predictors of ALT improvement; younger patients with current smoking and older patients with rapid weight loss, diabetes or impaired fasting glucose, or sleep apnea or who followed a reduced-carbohydrate diet were less likely to experience ALT improvement (Ps < .05). A number of clinical factors influence ALT changes during weight loss in sex- and age-specific manners. The patterns that we detected may have pathophysiologic significance beyond the practical implications of our findings in clinical practice related to underlying changes in fat metabolism.


Subject(s)
Alanine Transaminase/blood , Obesity/therapy , Weight Loss/physiology , Adolescent , Adult , Age Factors , Aged , Alcohol Drinking , Body Mass Index , Diabetes Complications , Diet, Carbohydrate-Restricted/adverse effects , Diet, Reducing , Exercise , Humans , Liver Diseases/complications , Liver Diseases/enzymology , Logistic Models , Middle Aged , Obesity/complications , Retrospective Studies , Sex Factors , Sleep Apnea Syndromes/complications , Smoking/adverse effects
19.
Clin J Pain ; 25(7): 584-9, 2009 Sep.
Article in English | MEDLINE | ID: mdl-19692799

ABSTRACT

BACKGROUND: The relationships between body mass index (BMI) and sleep disturbance, sleep disturbance and pain, and obesity and pain are documented; however, there is a paucity of research exploring how sleep relates to pain in obese populations. METHOD: The participants comprized 386 (234 women, 152 men) obese (BMI M=40.7) adult (age M=51.0 y) patients enrolling in a 4-week residential obesity treatment program. All information was gathered as part of the initial program evaluation. RESULTS: The prevalence of patients reporting at least 1 disturbed sleep symptom was 84.8%. The prevalence of patients reporting at least 1 type of pain was 83.4%. After controlling for depression, anxiety, BMI, age, and sleep apnea treatment, regression analyses showed that daytime sleepiness, night sweats (P<0.01), difficulties falling asleep, and difficulties staying asleep (P<0.05) predicted the total number of pain symptoms reported by women. Among men, controlling for the same variables, fatigue (P<0.01), night sweats, and difficulty falling asleep (P<0.05) predicted the number of pain symptoms reported. DISCUSSION: These results suggest that in this obese population, disturbed sleep and pain are related, and that this relationship may be different in men and women. Given the prevalence of pain and disturbed sleep in obese populations, this represents a valuable first step in better understanding this relationship.


Subject(s)
Obesity/epidemiology , Pain/epidemiology , Sleep Wake Disorders/epidemiology , Adult , Aged , Anxiety/epidemiology , Body Mass Index , Female , Humans , Male , Middle Aged , Obesity/rehabilitation , Pain Measurement , Residential Treatment , Retrospective Studies , Sex Factors , Statistics, Nonparametric , Surveys and Questionnaires
20.
Cell Metab ; 9(4): 311-26, 2009 Apr.
Article in English | MEDLINE | ID: mdl-19356713

ABSTRACT

Metabolomic profiling of obese versus lean humans reveals a branched-chain amino acid (BCAA)-related metabolite signature that is suggestive of increased catabolism of BCAA and correlated with insulin resistance. To test its impact on metabolic homeostasis, we fed rats on high-fat (HF), HF with supplemented BCAA (HF/BCAA), or standard chow (SC) diets. Despite having reduced food intake and a low rate of weight gain equivalent to the SC group, HF/BCAA rats were as insulin resistant as HF rats. Pair-feeding of HF diet to match the HF/BCAA animals or BCAA addition to SC diet did not cause insulin resistance. Insulin resistance induced by HF/BCAA feeding was accompanied by chronic phosphorylation of mTOR, JNK, and IRS1Ser307 and by accumulation of multiple acylcarnitines in muscle, and it was reversed by the mTOR inhibitor, rapamycin. Our findings show that in the context of a dietary pattern that includes high fat consumption, BCAA contributes to development of obesity-associated insulin resistance.


Subject(s)
Amino Acids, Branched-Chain/metabolism , Insulin Resistance/physiology , Metabolomics , Obesity/metabolism , Thinness/metabolism , Animals , Cytokines/metabolism , Demography , Dietary Fats/administration & dosage , Dietary Fats/pharmacology , Dietary Supplements , Feeding Behavior/drug effects , Female , Hormones/metabolism , Humans , Insulin/metabolism , Male , Mass Spectrometry , Metabolome , Middle Aged , Rats , Rats, Wistar , Signal Transduction/drug effects
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