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1.
Acad Med ; 82(3): 298-303, 2007 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-17327723

RESUMEN

PURPOSE: To determine the types of information sources that evidence-based medicine (EBM)-trained, family medicine residents use to answer clinical questions at the point of care, to assess whether the sources are evidence-based, and to provide suggestions for more effective information-management strategies in residency training. METHOD: In 2005, trained medical students directly observed (for two half-days per physician) how 25 third-year family medicine residents retrieved information to answer clinical questions arising at the point of care and documented the type and name of each source, the retrieval location, and the estimated time spent consulting the source. An end-of-study questionnaire asked 37 full-time faculty and the participating residents about the best information sources available, subscriptions owned, why they use a personal digital assistant (PDA) to practice medicine, and their experience in preventing medical errors using a PDA. RESULTS: Forty-four percent of questions were answered by attending physicians, 23% by consulting PDAs, and 20% from books. Seventy-two percent of questions were answered within two minutes. Residents rated UptoDate as the best source for evidence-based information, but they used this source only five times. PDAs were used because of ease of use, time factors, and accessibility. All examples of medical errors discovered or prevented with PDA programs were medication related. None of the participants' residencies required the use of a specific medical information resource. CONCLUSIONS: The results support the Agency for Health Care Research and Quality's call for medical system improvements at the point of care. Additionally, it may be necessary to teach residents better information-management skills in addition to EBM skills.


Asunto(s)
Medicina Basada en la Evidencia , Almacenamiento y Recuperación de la Información/estadística & datos numéricos , Internado y Residencia , Sistemas de Atención de Punto , Computadoras de Mano/estadística & datos numéricos , Bases de Datos Bibliográficas/estadística & datos numéricos , Medicina Familiar y Comunitaria/educación , Humanos , Ohio , Encuestas y Cuestionarios , Libros de Texto como Asunto
2.
Med Decis Making ; 26(4): 313-22, 2006.
Artículo en Inglés | MEDLINE | ID: mdl-16855121

RESUMEN

OBJECTIVE: Policy and law encouraging individuals to document their wishes for life-sustaining medical treatment in advance of serious illness assumes that these wishes are unaffected by changes in health condition. To test this assumption, the authors examine the life-sustaining treatment preferences of a sample of elderly adults prior to, soon after, and several months after a hospitalization experience. SUBJECTS AND METHODS: As part of the Advance Directives, Values Assessment, and Communication Enhancement (ADVANCE) project, 401 individuals older than age 65 participated in 3 annual interviews. A subsample of 88 individuals who were hospitalized for greater than 48 hours during the course of the study participated in an additional "recovery" interview conducted soon after their release from the hospital (M = 14 days postdischarge). At each interview, subjects indicated their desire to receive 4 life-sustaining medical treatments in 4 serious illness scenarios. RESULTS: Treatment preferences showed a significant "hospitalization dip," with subjects reporting less desire to receive life-sustaining treatment at the recovery interview than they did at the annual interview conducted prior to hospitalization, but with desire returning to near prehospitalization levels at the annual interview conducted several months after hospitalization. This dip was more pronounced in preferences for cardiopulmonary resuscitation and artificial nutrition and hydration than in preferences for less invasive treatments. CONCLUSIONS: Preferences for life-sustaining treatment are dependent on the context in which they are made, and thus individuals may express different treatment preferences when they are healthy than when they are ill. These results challenge a key psychological assumption underlying the use of instructional advance directives in end-of-life decision making.


Asunto(s)
Directivas Anticipadas/psicología , Hospitalización , Cuidados para Prolongación de la Vida/psicología , Satisfacción del Paciente , Anciano , Anciano de 80 o más Años , Recolección de Datos , Femenino , Humanos , Entrevistas como Asunto , Masculino
3.
J Am Board Fam Med ; 29(1): 50-9, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-26769877

RESUMEN

PURPOSE: The purpose of this study was to identify data available at the time of hospital admission that predict readmission risk. METHODS: We performed a retrospective multiple regression analysis of 958 adult, nonpregnant patients admitted to the Family Medicine Service between June 2012 and October 2013. Data were abstracted from hospital administrative sources and electronic medical records. The outcome was 30-day hospital readmission. Candidate readmission predictors included polypharmacy (≥6 medicines), Charlson comorbidity index, age, sex, insurance status, emergency department use, smoking, nursing report of cognitive issues, patient report of social support or financial issues, and a history of heart failure, pneumonia, or chronic obstructive pulmonary disease. RESULTS: Patients at the Family Medicine Service had a 14% readmission risk. Bivariate analysis showed that high Charlson scores (≥5), polypharmacy, heart failure, pneumonia, or chronic obstructive pulmonary disease each increased readmission risk (P < .05). A logistic model showed an estimated odds ratio for readmission for high Charlson scores of 1.7 (95% confidence interval, 1.1-2.6) and of 2.1 for polypharmacy (95% confidence interval, 1.3-3.7). The model yielded a readmission risk estimate of 6% if neither a high Charlson score nor polypharmacy was present, 9% if only the Charlson score was high, 12% if only polypharmacy was present, and 19% if both were present. The receiver operating characteristics curve for the 2-factor model yielded an estimated area under the curve of 85%. Cross-validation supported this result. CONCLUSIONS: Polypharmacy and higher Charlson score at admission predict readmission risk as well as or better than published risk prediction models. The model could help to conserve limited resources and to target interventions for reducing readmission among the highest-risk patients.


Asunto(s)
Registros Electrónicos de Salud/estadística & datos numéricos , Admisión del Paciente/estadística & datos numéricos , Readmisión del Paciente/estadística & datos numéricos , Medición de Riesgo/métodos , Adolescente , Adulto , Anciano , Disfunción Cognitiva , Comorbilidad , Servicio de Urgencia en Hospital/estadística & datos numéricos , Medicina Familiar y Comunitaria/estadística & datos numéricos , Femenino , Humanos , Seguro de Salud/clasificación , Modelos Logísticos , Masculino , Persona de Mediana Edad , Ohio , Admisión del Paciente/economía , Admisión del Paciente/normas , Polifarmacología , Curva ROC , Estudios Retrospectivos , Medición de Riesgo/estadística & datos numéricos , Proveedores de Redes de Seguridad/estadística & datos numéricos , Fumar/epidemiología , Factores Socioeconómicos , Adulto Joven
4.
Gerontologist ; 45(1): 107-17, 2005 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-15695421

RESUMEN

PURPOSE: This study examined patients' and surrogates' attitudes about using advance directives to manage end-of-life medical care. It also explored process preferences, or how patients want decisions to be made. DESIGN AND METHODS: Data come from the third wave of the Advance Directives, Values Assessment, and Communication Enhancement project, a longitudinal study designed to investigate psychological assumptions underlying the use of advance directives. Three-hundred thirty-seven outpatients aged 65 and older and their designated surrogate decision makers completed interviews and questionnaires. RESULTS: Very few individuals wished to document specific medical treatment preferences and mandate that they be followed, without exception, near death. Most desired to express more general preferences, such as values and goals for care, in addition to (or, instead of) specific treatment preferences and to allow surrogate decision makers leeway in decision making. Patient-to-patient variability with regard to process preferences was substantial, as was surrogates' misunderstanding of the patients' process preferences. IMPLICATIONS: Very few individuals may desire the standard approach to advance care planning whereby preferences for specific life-sustaining treatments are documented and these requests are strictly followed near death. Instead, patient autonomy may be better served by emphasizing discussion of process preferences and leeway in decision making.


Asunto(s)
Directivas Anticipadas , Toma de Decisiones , Enfermo Terminal , Anciano , Humanos , Entrevistas como Asunto , Encuestas y Cuestionarios
5.
J Am Med Dir Assoc ; 16(10): 825-31, 2015 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-26089116

RESUMEN

Heart failure (HF) is highly prevalent among older patients in skilled nursing facilities (SNFs). HF outcomes for SNF patients suffer because of many factors, including staff training, lack of physician availability, and failure to implement evidence-based care. AMDA - The Society for Post-Acute and Long-Term Care Medicine has recently updated the Clinical Practice Guidelines for Heart Failure Management in SNFs. This review supplements the Guidelines with a robust focus on best practices for transitional care, symptom management, treatment and monitoring, and palliative care in patients with HF.


Asunto(s)
Insuficiencia Cardíaca/terapia , Calidad de Vida , Instituciones de Cuidados Especializados de Enfermería , Cuidado de Transición , Trastornos del Conocimiento/diagnóstico , Comorbilidad , Delirio/diagnóstico , Demencia/diagnóstico , Depresión/diagnóstico , Dieta Hiposódica , Diuréticos/uso terapéutico , Disnea/etiología , Disnea/terapia , Insuficiencia Cardíaca/complicaciones , Hospitales para Enfermos Terminales , Humanos , Cuidados Paliativos , Grupo de Atención al Paciente , Guías de Práctica Clínica como Asunto
6.
Health Psychol ; 15(5): 332-343, 1996 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-8891712

RESUMEN

One hundred eight college students (Study 1) and 109 elderly adults (Study 2) rated 28 health impairments for the quality of life perceived to be possible in that state, the extent to which the state was perceived as a fate better or worse than death, and the extent to which the state was perceived to interfere with the ability to engage in the activities each individual valued most in life. States perceived most negatively were those perceived to interfere most with valued life activities. For any given health state, evaluations were more negative the more the state was perceived by individuals as likely to interfere with engagement in their valued life activities. Implications of these results for end-of-life medical decision making in general and the use of advance medical directives in particular are discussed.


Asunto(s)
Directivas Anticipadas/psicología , Costo de Enfermedad , Toma de Decisiones , Cuidados para Prolongación de la Vida/psicología , Calidad de Vida , Actividades Cotidianas , Adolescente , Adulto , Distribución por Edad , Anciano , Anciano de 80 o más Años , Actitud Frente a la Muerte , Enfermedad Crónica/psicología , Femenino , Indicadores de Salud , Humanos , Individualidad , Actividades Recreativas , Masculino , Análisis de Regresión , Muestreo , Valores Sociales
7.
Health Psychol ; 22(6): 605-15, 2003 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-14640858

RESUMEN

The use of instructional advance directives assumes that preferences for life-sustaining medical treatment remain stable over time and across changes in life condition. A sample of 332 older adults recorded their preferences for 4 life-sustaining treatments in 9 illness scenarios. These preferences were elicited again 1 and 2 years after the original interview. Overall, preferences for life-sustaining treatment were moderately stable over time, but stability varied significantly across judgments. Preferences were most stable for illness scenarios that were most and least serious and for decisions to refuse treatment. Age, gender, education, and prior completion of an advance directive were all related to preference stability, and evidence indicated that declines in physical or psychological functioning resulted in decreased interest in life-sustaining treatment.


Asunto(s)
Directivas Anticipadas/psicología , Toma de Decisiones , Cuidados para Prolongación de la Vida/psicología , Aceptación de la Atención de Salud/psicología , Anciano , Análisis de Varianza , Actitud Frente a la Muerte , Enfermedad Crónica , Femenino , Humanos , Entrevistas como Asunto , Estudios Longitudinales , Masculino , Ohio , Factores Socioeconómicos , Cuidado Terminal , Factores de Tiempo , Negativa del Paciente al Tratamiento/psicología , Privación de Tratamiento
8.
Med Decis Making ; 22(1): 39-52, 2002.
Artículo en Inglés | MEDLINE | ID: mdl-11833664

RESUMEN

BACKGROUND: This study describes longitudinal changes in the composition and accuracy of modal life-sustaining treatment preferences as predictors of patients' treatment preferences. METHOD: Healthy outpatients age 65 and older and their surrogate decision makers recorded preferences for 4 treatments in 9 hypothetical illness scenarios 3 times over a period of 2 years. A statistical prediction model, based on patients' modal preferences, was created using initial responses and updated 2 years later. RESULTS: When reestimating the model at 2 years, 4 of 27 items in the model created using baseline responses no longer reached the threshold for inclusion, but 5 new items did meet criteria. All modal preference changes reflected a trend toward refusing treatment. Both the original and updated models were more accurate in predicting patients' preferences than were surrogates making concurrent predictions. Adding covariates (e.g., gender, age, presence of plans for future medical care) did not alter the model's predictive superiority over surrogates. CONCLUSIONS: Models using modal preferences are useful to patients, surrogates, and physicians when trying to accurately discern end-of-life treatment choices, but the models must be updated periodically.


Asunto(s)
Directivas Anticipadas/psicología , Cuidados para Prolongación de la Vida/estadística & datos numéricos , Pacientes Ambulatorios/psicología , Satisfacción del Paciente/estadística & datos numéricos , Análisis Actuarial , Factores de Edad , Anciano , Teorema de Bayes , Toma de Decisiones , Femenino , Humanos , Tutores Legales/estadística & datos numéricos , Cuidados para Prolongación de la Vida/psicología , Estudios Longitudinales , Masculino , Ohio , Psicometría , Factores Socioeconómicos , Encuestas y Cuestionarios , Valor de la Vida
9.
Am J Med Qual ; 18(5): 214-9, 2003.
Artículo en Inglés | MEDLINE | ID: mdl-14604274

RESUMEN

Mandatory community-acquired pneumonia (CAP) protocol usage was proposed in our community-based teaching hospital because of senior medical staff perceptions that excessive variation in CAP care was adversely affecting clinical outcomes and costs. The purpose of our study was to examine CAP process of care variation, outcomes, and costs to ascertain whether the mandatory CAP protocol could be justified. The study consisted of an analysis of administrative and sampled chart data. We looked at pneumonia severity, orders for blood cultures or sputum staining, antibiotic usage, symptom resolution, length of stay, discharge status, readmission risk by follow-up time, and financial data. We found that process of care variation was low, clinical outcomes were generally good, and CAP care was profitable. Our data suggested that the proposed mandatory CAP protocol was not necessary. Our experience supports the management principle that fact finding should usually precede decision making, not the reverse.


Asunto(s)
Atención al Paciente/economía , Neumonía Bacteriana/tratamiento farmacológico , Neumonía Bacteriana/economía , Garantía de la Calidad de Atención de Salud/métodos , Anciano , Antibacterianos/uso terapéutico , Infecciones Comunitarias Adquiridas/tratamiento farmacológico , Infecciones Comunitarias Adquiridas/economía , Vías Clínicas/normas , Femenino , Hospitales con más de 500 Camas , Costos de Hospital , Hospitales Comunitarios , Humanos , Tiempo de Internación , Masculino , Evaluación de Procesos y Resultados en Atención de Salud/métodos , Garantía de la Calidad de Atención de Salud/economía
10.
J Health Care Poor Underserved ; 22(1): 232-42, 2011 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-21317518

RESUMEN

PURPOSE/OBJECTIVE: During the 2007-08 influenza season 36% of outpatients seen at our urban family medicine center received an influenza immunization. We explored the expected increase in vaccinations from an opt-out policy using standing orders in a lower-income population. METHODS: A comparison of vaccination rates during the periods 10/1/2007 to 3/31/2008 (P1) versus 10/1/2008 to 3/31/2009 (P2) with adjustments for cohort non-independence. RESULTS: The overall P2 vaccination rate increased to 49% [p<.000001]. P2 rates were significantly higher for those with diabetes, both genders, African American and European American patients from 3 to 64 years old, and in all insurance groups. The vaccination rates for patients with Medicaid insurance (37% and 54%) were higher than the rates for patients with commercial insurance (31% and 43%). CONCLUSIONS: The opt-out policy is associated with a moderate (1.4 fold) increase in the vaccination rate. Primary care resource constraints may limit further improvement.


Asunto(s)
Política de Salud , Inmunización/estadística & datos numéricos , Inmunización/tendencias , Vacunas contra la Influenza/administración & dosificación , Atención Primaria de Salud/estadística & datos numéricos , Adolescente , Adulto , Negro o Afroamericano/estadística & datos numéricos , Anciano , Niño , Preescolar , Diabetes Mellitus , Medicina Familiar y Comunitaria , Femenino , Humanos , Lactante , Seguro de Salud/estadística & datos numéricos , Masculino , Medicaid/estadística & datos numéricos , Persona de Mediana Edad , Pobreza , Estados Unidos , Servicios Urbanos de Salud , Población Blanca/estadística & datos numéricos , Adulto Joven
12.
Death Stud ; 32(3): 273-90, 2008.
Artículo en Inglés | MEDLINE | ID: mdl-18705171

RESUMEN

This study examined the influence of surrogate gender on the accuracy of substituted judgments about the use of life-sustaining treatment in a sample of 249 older adults and their self-selected surrogate decision-makers. Overall, wives were more accurate than husbands at predicting their spouses' treatment wishes. Surrogates' perceptions of their own abilities did not differ by gender but, among patients, husbands had more confidence than wives in their spouses' accuracy as, and comfort being, a surrogate. The results are discussed within the context of broader gender differences in caregiving and highlight the need for more research regarding predictors of surrogate accuracy to assist patients in selecting surrogates who will help protect their end of life wishes.


Asunto(s)
Directivas Anticipadas , Toma de Decisiones , Cuidados para Prolongación de la Vida , Apoderado , Factores Sexuales , Esposos , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Masculino , Reproducibilidad de los Resultados , Encuestas y Cuestionarios , Estados Unidos
13.
Obes Res ; 13(5): 917-27, 2005 May.
Artículo en Inglés | MEDLINE | ID: mdl-15919846

RESUMEN

OBJECTIVE: To compare health benefits achieved in a transtheoretical model-chronic disease (TM-CD) minimal intervention for obesity vs. augmented usual care (AUC). RESEARCH METHOD AND PROCEDURES: This was a 2-year, randomized clinical trial with overweight or obese men and women from 15 primary care sites. AUC (n = 336) included dietary and exercise advice, prescriptions, and three 24-hour dietary recalls every 6 months. TM-CD care (n = 329) included AUC elements plus "stage of change" (SOC) assessments for five target behaviors every other month, mailed SOC and target behavior-matched workbooks, and monthly telephone calls from a weight-loss advisor. Weight change was the primary outcome. RESULTS: Repeated measures models under the missing at random assumption yielded nonsignificant adjusted differences between the AUC and TM-CD groups for weight change, waist circumference, energy intake or expenditure, blood pressure, and blood lipids. The pattern of change over time suggested that TM-CD participants were trying harder to impact target behaviors during the first 6 to 12 months of the trial but relapsed afterward. Sixty percent of trial participants maintained their baseline weights for 18 to 24 months. DISCUSSION: A combination of mailed patient materials and monthly telephone calls based on the transtheoretical model and some elements of chronic disease care is not powerful enough, relative to AUC, to alter target behaviors among overweight primary care patients in an obesogenic environment. AUC may be sufficient to maintain weights among at-risk primary care patients.


Asunto(s)
Obesidad/terapia , Atención Primaria de Salud/métodos , Adulto , Anciano , Fármacos Antiobesidad/administración & dosificación , Presión Sanguínea , Peso Corporal , Enfermedad Crónica , Dieta , Registros de Dieta , Ingestión de Energía , Metabolismo Energético , Ejercicio Físico , Femenino , Humanos , Lípidos/sangre , Masculino , Persona de Mediana Edad , Modelos Teóricos , Resultado del Tratamiento
14.
Obes Res ; 11(5): 641-52, 2003 May.
Artículo en Inglés | MEDLINE | ID: mdl-12740454

RESUMEN

OBJECTIVE: According to the Transtheoretical Model (TM), tailoring interventions to patients' readiness to change can enhance patient progress and help patients use therapeutic resources more effectively. However, tailoring an intervention depends on accurate assessment of patients' stage of change (SOC). This study describes a multi-item algorithm of SOC (M-SOC) for weight loss-related behaviors that attempts to overcome some of the conceptual and methodological difficulties encountered in previously SOC assessments. RESEARCH METHODS: Data were collected from participants randomly assigned to the treatment arm of a clinical trial comparing a TM-based, cognitive-behavioral intervention with enhanced usual care for weight loss. RESULTS: The stair-step relationships hypothesized by the TM between assessed SOC and key behavioral measures were found for all algorithms (p < 0.05), indicating that the M-SOC algorithm performs as well as single item algorithms. However, 50% fewer patients were classified in action or maintenance for dietary fat intake and portion control (p < 0.05) by the multiple-item algorithms, providing staging more consistent with the clinical presentation of obese individuals. In addition, logistic regression analyses indicated that the single-item algorithms were not sufficient predictors of these behavioral domains. DISCUSSION: To the extent that treatment is guided by assessed SOC, there is potential for a considerable variability in interventions with different approaches to staging. For weight-loss interventions that target portion control and decreased fat intake, the multi-item SOC algorithms seem to be better guides for matching treatments to SOC.


Asunto(s)
Algoritmos , Terapia Conductista/métodos , Dieta Reductora , Ejercicio Físico/fisiología , Obesidad/terapia , Pérdida de Peso/fisiología , Femenino , Conductas Relacionadas con la Salud , Humanos , Estilo de Vida , Masculino , Persona de Mediana Edad , Modelos Psicológicos
15.
Prev Med ; 37(2): 129-37, 2003 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-12855212

RESUMEN

BACKGROUND: The increasing prevalence of obesity and obesity-related conditions in primary care settings challenges the health care system. Thus, we used available baseline data from an on-going clinical trial to examine the biopsychosocial characteristics of overweight and obese primary care patients. The primary research objective was to ascertain whether theoretically important psychosocial and behavioral variables mediate the empirical relationships between sociodemographic factors and body mass index (BMI). METHODS: Overweight or obese primary care patients (n=665) enrolled in an on-going trial of a cognitive-behavioral obesity intervention provided baseline sociodemographic, psychosocial, nutritional, physical activity, and anthropometric data that were analyzed via multiple regression. RESULTS: Lower educational attainment was associated with a higher BMI after controlling for decisional balance, social support, self-efficacy, energy intake, and energy expenditure (P<0.05). In contrast, ethnicity was not associated with BMI after controlling for the psychosocial and behavioral variables. Decisional balance and social support variables were associated with BMI and energy intake, but the directions of some of the associations were not consistent with a priori expectations. CONCLUSIONS: Overall, we found some evidence of mediation by the psychosocial and behavioral variables of the relationship between ethnicity and BMI, but not for the relationship between education and BMI. In addition, some of the relationships between the psychosocial variables and BMI were opposite of our expectations.


Asunto(s)
Obesidad/psicología , Anciano , Antropometría , Índice de Masa Corporal , Escolaridad , Ejercicio Físico , Conducta Alimentaria , Femenino , Humanos , Masculino , Persona de Mediana Edad , Obesidad/etnología , Obesidad/prevención & control , Ohio , Atención Primaria de Salud , Análisis de Regresión , Autoeficacia , Deseabilidad Social , Apoyo Social
16.
Obes Res ; 12(9): 1499-508, 2004 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-15483215

RESUMEN

OBJECTIVE: The objective of this study was to examine the longitudinal relationship between the elapsed time in the action and maintenance stages of change for multiple target behaviors and weight loss or gain. RESEARCH METHODS AND PROCEDURES: The research design was a prospective cohort study of overweight and obese primary care patients randomized to an obesity management intervention based on the Transtheoretical Model and a chronic disease paradigm. The target behaviors included increased planned exercise and usual physical activity, decreased dietary fat, increased fruit and vegetable consumption, and increased dietary portion control. The participants were 329 middle-aged men and women with elevated body mass indices recruited from 15 primary care practices in Northeastern Ohio; 28% of the participants were African Americans. The main outcomes were weight loss (5% or more) or weight gain (5% or more) after 18 or 24 months of follow-up. RESULTS: There were significant (p < 0.05) longitudinal relationships between the number of periods (0 to 4) in action or maintenance for each of the five target behaviors, or a composite score taken across the five target behaviors, and weight loss. In all cases, there was a significant (p < 0.05) stepped (graded) relationship between the time in action or maintenance and weight loss (or gain). DISCUSSION: The data support the concept of applying the Transtheoretical Model to the problem of managing obesity in primary care settings. The remaining challenge is to identify those factors that reliably move patients into the action and maintenance stages for long periods.


Asunto(s)
Obesidad/terapia , Adulto , Negro o Afroamericano , Anciano , Terapia Conductista , Índice de Masa Corporal , Dieta , Grasas de la Dieta/administración & dosificación , Ejercicio Físico , Femenino , Frutas , Humanos , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Análisis de Regresión , Factores de Tiempo , Verduras , Aumento de Peso , Pérdida de Peso
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