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1.
Artigo em Inglês | MEDLINE | ID: mdl-38866228

RESUMO

OBJECTIVE: To determine the frequency of physical therapy (PT) services and potential disparities in receiving PT among Medicare fee-for-service beneficiaries with a history of spine pain who live in long-term care (LTC) settings. DESIGN: Secondary cross-sectional analysis of Medicare administrative data on beneficiaries with a history of spine pain from 2017-2019. We identified LTC residents using a validated algorithm, then identified and described PT episodes that occurred after the LTC index date. To identify potential disparities in access to PT services, we performed multivariable logistic regression to determine resident demographic, clinical, and community factors associated with receiving PT. SETTING: Not applicable. PARTICIPANTS: Medicare fee-for-service LTC residents aged ≥65 years. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Receiving PT services. RESULTS: Of the 999,495 LTC residents with a history of spine pain, 49.6% received PT. Only 12.1% of PT episodes specifically treated spine pain. The odds of receiving PT were higher for residents with pain in multiple spine regions or neuropathic pain (OR, 1.27; 95% confidence interval CI, 1.26-1.29) and for residents with inpatient admissions (OR, 1.76; 95% CI, 1.75-1.78). Odds of receiving PT were lower for residents from minoritized racial and ethnic groups, and for residents with dementia (OR, 0.89; 95% CI, 0.88-0.90), depression (OR, 0.95; 95% CI, 0.94-0.96), or who lived in urban or more socioeconomically deprived areas. CONCLUSIONS: Although nearly half of LTC residents with histories of spine pain received PT services, most PT was not for spine pain. There are potential disparities in access to PT for LTC residents from minoritized groups living in urban and more deprived areas. Further work should examine PT outcomes and remove barriers to PT for LTC residents with histories of spine pain.

2.
Arch Phys Med Rehabil ; 105(2): 287-294, 2024 02.
Artigo em Inglês | MEDLINE | ID: mdl-37541357

RESUMO

OBJECTIVE: To determine if financially motivated therapy in Skilled Nursing Facilities (SNFs) is associated with patient outcomes. DESIGN: Cohort study using 2018 Medicare administrative data. SETTING AND PARTICIPANTS: 13,949 SNFs in the United States. PARTICIPANTS: 934,677 Medicare Part A patients admitted to SNF for post-acute rehabilitation (N=934,677). INTERVENTIONS: The primary independent variable was an indicator of financially motivated therapy, separate from intensive therapy, known as thresholding, defined as when SNFs provide 10 or fewer minutes of therapy above weekly reimbursement thresholds. MAIN OUTCOME MEASURES: Dichotomous indicators of successful discharge to the community vs institution and functional improvement on measures of transfers, ambulation, or locomotion. Mixed effects models estimated relations between thresholding and community discharge and functional improvement, adjusted for therapy intensity, patient, and facility characteristics. Sensitivity analyses estimated associations between thresholding and outcomes when patients were stratified by therapy volume. RESULTS: Thresholding was associated with a small positive effect on functional improvement (odds ratio 1.07; 95% CI 1.06-1.09) and community discharge (odds ratio 1.03, 95% CI 1.02-1.05). Effect sizes for functional improvement were consistent across patients receiving different volumes of therapy. However, effect sizes for community discharge were largest for patients in low-volume therapy groups (odds ratio 1.27, 95% CI 1.18-1.35). CONCLUSIONS: Patients who experienced thresholding during post-acute SNF stays were slightly more likely to improve in function and successfully discharge to the community, especially for patients receiving lower volumes of therapy. While thresholding is an inefficient and financially motivated practice, results suggest that even small amounts of extra therapy time may have contributed positively to outcomes for patients receiving lower-volume therapy. As therapy volumes decline in SNFs, these results emphasize the importance of Medicare payment policy designed to promote, not disincentivize, potentially beneficial rehabilitation services for patients.


Assuntos
Medicare , Instituições de Cuidados Especializados de Enfermagem , Idoso , Humanos , Estados Unidos , Estudos de Coortes , Hospitalização , Alta do Paciente
3.
Am J Ind Med ; 67(2): 99-109, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-37982343

RESUMO

BACKGROUND: Chronic health conditions impact worker outcomes but are challenging to measure using administrative workers' compensation (WC) data. The Functional Comorbidity Index (FCI) was developed to predict functional outcomes in community-based adult populations, but has not been validated for WC settings. We assessed a WC-based FCI (additive index of 18 conditions) for identifying chronic conditions and predicting work outcomes. METHODS: WC data were linked to a prospective survey in Ohio (N = 512) and Washington (N = 2,839). Workers were interviewed 6 weeks and 6 months after work-related injury. Observed prevalence and concordance were calculated; survey data provided the reference standard for WC data. Predictive validity and utility for control of confounding were assessed using 6-month work-related outcomes. RESULTS: The WC-based FCI had high specificity but low sensitivity and was weakly associated with work-related outcomes. The survey-based FCI suggested more comorbidity in the Ohio sample (Ohio mean = 1.38; Washington mean = 1.14), whereas the WC-based FCI suggested more comorbidity in the Washington sample (Ohio mean = 0.10; Washington mean = 0.33). In the confounding assessment, adding the survey-based FCI to the base model moved the state effect estimates slightly toward null (<1% change). However, substituting the WC-based FCI moved the estimate away from null (8.95% change). CONCLUSIONS: The WC-based FCI may be useful for identifying specific subsets of workers with chronic conditions, but less useful for chronic condition prevalence. Using the WC-based FCI cross-state appeared to introduce substantial confounding. We strongly advise caution-including state-specific analyses with a reliable reference standard-before using a WC-based FCI in studies involving multiple states.


Assuntos
Indenização aos Trabalhadores , Adulto , Humanos , Estudos Prospectivos , Washington/epidemiologia , Doença Crônica , Comorbidade
4.
Am J Ind Med ; 67(7): 592-609, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38721978

RESUMO

BACKGROUND: There is little information about predictors of physical therapy (PT) use among injured workers with back pain. The primary objective of this study is to investigate the associations between PT use and baseline factors not routinely captured in workers' compensation (WC) data. METHODS: We conducted a secondary analysis using the Washington State Workers' Compensation Disability Risk Identification Study Cohort, which combines self-reported surveys with claims data from the Washington State Department of Labor and Industries State Fund. Workers with an accepted or provisional WC claim for back injury between June 2002 and April 2004 were eligible. Baseline factors for PT use were selected from six domains (socio-demographic, pain and function, psychosocial, clinical, health behaviors, and employment-related). The outcome was a binary measure for PT use within 1 year of injury. Bivariate and multivariable logistic regression models were conducted to evaluate the associations between PT use and baseline factors. RESULTS: Among the 1370 eligible study participants, we identified 673 (49%) who received at least one PT service. Baseline factors from five of the six domains (all but health behaviors) were associated with PT use, including gender, income, pain and function measures, injury severity rating, catastrophizing, recovery expectations, fear avoidance, mental health score, body mass index, first provider seen for injury, previous injury, and several work-related factors. CONCLUSION: We identify baseline factors that are associated with PT use, which may be useful in addressing disparities in access to care for injured workers with back pain in a WC system.


Assuntos
Dor nas Costas , Traumatismos Ocupacionais , Modalidades de Fisioterapia , Indenização aos Trabalhadores , Humanos , Washington , Masculino , Feminino , Adulto , Indenização aos Trabalhadores/estatística & dados numéricos , Pessoa de Meia-Idade , Traumatismos Ocupacionais/epidemiologia , Modalidades de Fisioterapia/estatística & dados numéricos , Dor nas Costas/epidemiologia , Modelos Logísticos , Doenças Profissionais/epidemiologia , Doenças Profissionais/terapia , Lesões nas Costas/epidemiologia
5.
Am J Ind Med ; 66(1): 94-106, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36371638

RESUMO

BACKGROUND: Associations between the intensity of physical therapy (PT) treatments and health outcomes among individuals with back pain have been examined in the general population; however, few studies have explored these associations in injured workers. Our study objective was to examine whether intensity of PT treatments is positively associated with work and health outcomes in injured workers with back pain. METHODS: We conducted a secondary analysis of prospective data collected from the Washington State Workers' Compensation (WC) Disability Risk Identification Study Cohort (D-RISC). D-RISC combined survey results with WC data from the Washington State Department of Labor and Industries. Workers with a State Fund WC claim for back injuries between June 2002 and April 2004 and who received PT services within the first year of injury were eligible. Intensity of PT treatment was measured as the type and amount of PT services within 28 days from the first PT visit. Outcome measures included work disability and self-reported measures for working for pay, pain intensity, and functional status at 1-year follow-up. We conducted linear and logistic regression models to test associations. RESULTS: We identified 662 eligible workers. In adjusted models, although the intensity of PT treatment was not significantly associated with work disability at 1-year follow-up, it was associated with lower odds of working for pay, decreased pain intensity, and improved functional status. CONCLUSIONS: Our findings suggest that there may be small benefits from receiving active PT, manual therapy, and frequent PT treatments within 28 days of initiating PT care.


Assuntos
Avaliação da Deficiência , Indenização aos Trabalhadores , Humanos , Estudos Prospectivos , Dor nas Costas , Washington/epidemiologia , Avaliação de Resultados em Cuidados de Saúde , Modalidades de Fisioterapia
6.
BMC Musculoskelet Disord ; 23(1): 692, 2022 Jul 21.
Artigo em Inglês | MEDLINE | ID: mdl-35864487

RESUMO

BACKGROUND: Lumbar spinal stenosis (LSS) is a common degenerative condition that contributes to back and back-related leg pain in older adults. Most patients with symptomatic LSS initially receive non-operative care before surgical consultation. However, there is a scarcity of data regarding prognosis for patients seeking non-surgical care. The overall goal of this project is to develop and evaluate a clinically useful model to predict long-term physical function of patients initiating non-surgical care for symptomatic LSS. METHODS: This is a protocol for an inception cohort study of adults 50 years and older who are initiating non-surgical care for symptomatic LSS in a secondary care setting. We plan to recruit up to 625 patients at two study sites. We exclude patients with prior lumbar spine surgeries or those who are planning on lumbar spine surgery. We also exclude patients with serious medical conditions that have back pain as a symptom or limit walking. We are using weekly, automated data pulls from the electronic health records to identify potential participants. We then contact patients by email and telephone within 21 days of a new visit to determine eligibility, obtain consent, and enroll participants. We collect data using telephone interviews, web-based surveys, and queries of electronic health records. Participants are followed for 12 months, with surveys completed at baseline, 3, 6, and 12 months. The primary outcome measure is the 8-item PROMIS Physical Function (PF) Short Form. We will identify distinct phenotypes using PROMIS PF scores at baseline and 3, 6, and 12 months using group-based trajectory modeling. We will develop and evaluate the performance of a multivariable prognostic model to predict 12-month physical function using the least absolute shrinkage and selection operator and will compare performance to other machine learning methods. Internal validation will be conducted using k-folds cross-validation. DISCUSSION: This study will be one of the largest cohorts of individuals with symptomatic LSS initiating new episodes of non-surgical care. The successful completion of this project will produce a cross-validated prognostic model for LSS that can be used to tailor treatment approaches for patient care and clinical trials.


Assuntos
Vértebras Lombares , Estenose Espinal , Estudos de Coortes , Constrição Patológica/complicações , Humanos , Vértebras Lombares/cirurgia , Prognóstico , Estenose Espinal/complicações , Estenose Espinal/diagnóstico , Estenose Espinal/terapia
7.
Pain Med ; 22(6): 1272-1280, 2021 06 04.
Artigo em Inglês | MEDLINE | ID: mdl-33595635

RESUMO

OBJECTIVE: To evaluate the effect of inserting epidemiological information into lumbar spine imaging reports on subsequent nonsurgical and surgical procedures involving the thoracolumbosacral spine and sacroiliac joints. DESIGN: Analysis of secondary outcomes from the Lumbar Imaging with Reporting of Epidemiology (LIRE) pragmatic stepped-wedge randomized trial. SETTING: Primary care clinics within four integrated health care systems in the United States. SUBJECTS: 238,886 patients ≥18 years of age who received lumbar diagnostic imaging between 2013 and 2016. METHODS: Clinics were randomized to receive text containing age- and modality-specific epidemiological benchmarks indicating the prevalence of common spine imaging findings in people without low back pain, inserted into lumbar spine imaging reports (the "LIRE intervention"). The study outcomes were receiving 1) any nonsurgical lumbosacral or sacroiliac spine procedure (lumbosacral epidural steroid injection, facet joint injection, or facet joint radiofrequency ablation; or sacroiliac joint injection) or 2) any surgical procedure involving the lumbar, sacral, or thoracic spine (decompression surgery or spinal fusion or other spine surgery). RESULTS: The LIRE intervention was not significantly associated with subsequent utilization of nonsurgical lumbosacral or sacroiliac spine procedures (odds ratio [OR] = 1.01, 95% confidence interval [CI] 0.93-1.09; P = 0.79) or any surgical procedure (OR = 0.99, 95 CI 0.91-1.07; P = 0.74) involving the lumbar, sacral, or thoracic spine. The intervention was also not significantly associated with any individual spine procedure. CONCLUSIONS: Inserting epidemiological text into spine imaging reports had no effect on nonsurgical or surgical procedure utilization among patients receiving lumbar diagnostic imaging.


Assuntos
Dor Lombar , Doenças da Coluna Vertebral , Articulação Zigapofisária , Humanos , Dor Lombar/diagnóstico por imagem , Dor Lombar/epidemiologia , Vértebras Lombares/diagnóstico por imagem , Vértebras Lombares/cirurgia , Região Lombossacral , Doenças da Coluna Vertebral/diagnóstico por imagem , Doenças da Coluna Vertebral/epidemiologia , Doenças da Coluna Vertebral/cirurgia , Estados Unidos
8.
Arch Phys Med Rehabil ; 102(9): 1708-1716, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-33901438

RESUMO

OBJECTIVE: To determine the association of chronic conditions measured at baseline with physical performance and falls over time among older adults with back pain. We examined both number and type (depression, anxiety, arthritis) of chronic conditions. DESIGN: Retrospective cohort study. SETTING: National Health and Aging Trends Study. PARTICIPANTS: A total of 2438 community-dwelling Medicare beneficiaries aged ≥65 years with bothersome back pain (N=2438). The sample was mostly female (62%; 95% confidence interval [CI], 59%-64%) and aged 65-74 years (56%; 95% CI, 53%-58%). INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: Short Physical Performance Battery (SPPB) (range, 0-12, lower indicates worse function) and recurrent falls measured annually over 6 years. RESULTS: Multiple chronic conditions were highly prevalent (82%; 95% CI, 79%-84%) among those reporting back pain. Adjusted regressions using survey weights with Taylor series linearization method and containing interaction terms for comorbidity and time showed having 2-3 chronic conditions vs 0-1 was associated with lower SPPB scores, and differences grew over time (for example 0.61 points lower [95% CI, -0.88 to -0.34] and 1.22 points lower [95% CI, -1.76 to -0.67] in rounds 3 and 6, respectively). Having ≥4 chronic conditions was associated with lower SPPB scores at all time points vs 0-1 (point estimate range, -1.72 to -2.31). Arthritis alone; the combination of arthritis with depression; and the triad of arthritis, depression, and anxiety were associated with lower SPPB scores at all time points. Logistic regression models showed presence of 2-3 and ≥4 chronic conditions was associated with increased odds of recurrent falls in any given year (odds ratio, 1.91; 95% CI, 1.35-2.69 and odds ratio, 3.92; 95% CI, 2.81-5.46, respectively). Those with the triad of arthritis, depression, and anxiety had greater odds of recurrent falls vs none or 1 condition. CONCLUSIONS: Among older adults with back pain, those with multiple chronic conditions, including co-occurrence of arthritis, depression, and anxiety, have greater risk for poor physical functioning and falls over time.


Assuntos
Acidentes por Quedas , Dor nas Costas/fisiopatologia , Múltiplas Afecções Crônicas , Desempenho Físico Funcional , Idoso , Idoso de 80 Anos ou mais , Doença Crônica , Estudos de Coortes , Feminino , Humanos , Estudos Longitudinais , Masculino , Estudos Retrospectivos , Inquéritos e Questionários , Estados Unidos
9.
Med Care ; 58(12): 1044-1050, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-33003052

RESUMO

BACKGROUND: The Functional Comorbidity Index (FCI) was developed for community-based adult populations, with function as the outcome. The original FCI was a survey tool, but several International Classification of Diseases (ICD) code lists-for calculating the FCI using administrative data-have been published. However, compatible International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) and ICD-10-CM versions have not been available. OBJECTIVE: We developed ICD-9-CM and ICD-10-CM diagnosis code lists to optimize FCI concordance across ICD lexicons. RESEARCH DESIGN: We assessed concordance and frequency distributions across ICD lexicons for the FCI and individual comorbidities. We used length of stay and discharge disposition to assess continuity of FCI criterion validity across lexicons. SUBJECTS: State Inpatient Databases from Arizona, Colorado, Michigan, New Jersey, New York, Utah, and Washington State (calendar year 2015) were obtained from the Healthcare Cost and Utilization Project. State Inpatient Databases contained ICD-9-CM diagnoses for the first 3 calendar quarters of 2015 and ICD-10-CM diagnoses for the fourth quarter of 2015. Inpatients under 18 years old were excluded. MEASURES: Length of stay and discharge disposition outcomes were assessed in separate regression models. Covariates included age, sex, state, ICD lexicon, and FCI/lexicon interaction. RESULTS: The FCI demonstrated stability across lexicons, despite small discrepancies in prevalence for individual comorbidities. Under ICD-9-CM, each additional comorbidity was associated with an 8.9% increase in mean length of stay and an 18.5% decrease in the odds of a routine discharge, compared with an 8.4% increase and 17.4% decrease, respectively, under ICD-10-CM. CONCLUSION: This study provides compatible ICD-9-CM and ICD-10-CM diagnosis code lists for the FCI.


Assuntos
Codificação Clínica/organização & administração , Comorbidade , Indicadores Básicos de Saúde , Classificação Internacional de Doenças/normas , Adolescente , Adulto , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Codificação Clínica/normas , Bases de Dados Factuais/estatística & dados numéricos , Feminino , Humanos , Tempo de Internação/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Alta do Paciente/estatística & dados numéricos , Características de Residência , Fatores Sexuais , Estados Unidos , Adulto Jovem
10.
Pain Med ; 20(10): 1898-1906, 2019 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-30615144

RESUMO

OBJECTIVE: To estimate the prevalence of co-occurring pain sites among older adults with persistent back pain and associations of multisite pain with longitudinal outcomes. DESIGN: Secondary analysis of a cohort study. SETTING: Three integrated health systems in the United States. SUBJECTS: Eight hundred ninety-nine older adults with persistent back pain. METHODS: Participants reported pain in the following sites: stomach, arms/legs/joints, headaches, neck, pelvis/groin, and widespread pain. Over 18 months, we measured back-related disability (Roland Morris, scored 0-24), pain intensity (11-point numerical rating scale), health-related quality of life (EuroQol-5D [EQ-5D], utility from 0-1), and falls in the past three weeks. We used mixed-effects models to test the association of number and type of pain sites with each outcome. RESULTS: Nearly all (N = 839, 93%) respondents reported at least one additional pain site. There were 216 (24%) with one additional site and 623 (69%) with multiple additional sites. The most prevalent comorbid pain site was the arms/legs/joints (N = 801, 89.1%). Adjusted mixed-effects models showed that for every additional pain site, RMDQ worsened by 0.65 points (95% confidence interval [CI] = 0.43 to 0.86), back pain intensity increased by 0.14 points (95% CI = 0.07 to 0.22), EQ-5D worsened by 0.012 points (95% CI = -0.018 to -0.006), and the odds of falling increased by 27% (odds ratio = 1.27, 95% CI = 1.12 to 1.43). Some specific pain sites (extremity pain, widespread pain, and pelvis/groin pain) were associated with greater long-term disability. CONCLUSIONS: Multisite pain is common among older adults with persistent back pain. Number of pain sites was associated with all outcomes; individual pain sites were less consistently associated with outcomes.


Assuntos
Dor Lombar/complicações , Dor/complicações , Medidas de Resultados Relatados pelo Paciente , Acidentes por Quedas/estatística & dados numéricos , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Avaliação da Deficiência , Feminino , Humanos , Estudos Longitudinais , Dor Lombar/epidemiologia , Masculino , Pessoa de Meia-Idade , Dor/epidemiologia , Medição da Dor , Qualidade de Vida , Resultado do Tratamento
11.
Arch Phys Med Rehabil ; 99(8): 1533-1539.e2, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-29625095

RESUMO

OBJECTIVE: To examine the predictive validity of the Subgrouping for Targeted Treatment (STarT Back) tool for classifying people with back pain into categories of low, medium, and high risk of persistent disabling back pain in U.S. primary care. DESIGN: Secondary analysis of data from participants receiving usual care in a randomized clinical trial. SETTING: Primary care clinics. PARTICIPANTS: Adults (N = 1109) ≥18 years of age with back pain. Those with specific causes of back pain (pregnancy, disc herniation, vertebral fracture, spinal stenosis) and work-related injuries were not included. INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURES: The original 9-item version of the STarT Back tool, administered at baseline, stratified patients by their risk (low, medium, high) of persistent disabling back pain (STarT Back risk group). Persistent disabling back pain was defined as Roland-Morris Disability Questionnaire scores of ≥7 at 6-month follow-up. RESULTS: The STarT Back risk group was a significant predictor of persistent disabling back pain (P<.0001) at 6-month follow-up. The proportion of individuals with persistent disabling back pain at follow-up was 22% (95% confidence interval [CI] 18-25) in the low-risk group, 62% (95% CI 57-67) in the medium-risk group, and 80% (95% CI 75-85) in the high-risk group. The relative risk of persistent disabling back pain was 2.9 (95% CI 2.4-3.5) in the medium-risk group compared to the low-risk group, and 3.7 (95% CI 3.1-4.4) in the high-risk group. CONCLUSIONS: The STarT Back risk groups successfully separated people with back pain into distinct categories of risk for persistent disabling back pain at 6-month follow-up in U.S. primary care. These results were very similar to those in the original STarT Back validation study. This validation study is a necessary first step toward identifying whether the entire STarT Back approach, including matched/targeted treatment, can be effectively used for primary care in the United States.


Assuntos
Dor Lombar/fisiopatologia , Atenção Primária à Saúde , Medição de Risco/métodos , Adulto , Idoso , Avaliação da Deficiência , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Medição da Dor , Valor Preditivo dos Testes , Prognóstico , Estados Unidos
12.
BMC Musculoskelet Disord ; 19(1): 362, 2018 Oct 10.
Artigo em Inglês | MEDLINE | ID: mdl-30301474

RESUMO

BACKGROUND: Poor general health predicts the transition to chronic back pain (CBP), but the role of specific medical conditions in the development of CBP is unclear. The study aim was to examine the association of medical conditions with the development of CBP ("incident CBP"), while controlling for familial factors, including genetics. METHODS: This was a longitudinal co-twin control study conducted in a nationwide United States sample from the Vietnam Era Twin Registry. The study sample included 3045 males without back problems at baseline, including 662 complete twin pairs, who were followed for 11 years. Baseline surveys inquired about self-reported medical conditions (arthritis, diabetes, hypertension, and coronary artery disease [CAD]). A medical comorbidity score was calculated based on the presence and/or treatment of 8 medical conditions. Covariates included age, race, and education. At 11-year follow-up, participants reported ever having had CBP. Odds ratios (ORs) and 95% confidence intervals (CI) were estimated when considering twins as individuals, and in matched-pair co-twin control analyses adjusting for familial/genetic factors. RESULTS: Mean age at baseline was 51 years and 17% of participants developed CBP over the 11-year follow-up. Arthritis was significantly associated with incident CBP in individual-level analysis (OR 1.8 [95% CI 1.4-2.2]), but not within-pair analysis (OR 0.9 [95% CI 0.4-1.9]. CAD (OR 1.6 [95% CI 1.0-2.3]), hypertension (OR 1.3 [95% CI 1.0-1.5]), and the medical comorbidity score (OR 1.2 [95%CI 1.1-2.2]) were significantly associated with incident CBP in individual-level analyses; associations in within-pair analyses were of comparable magnitude, but not statistically significant. Diabetes was not associated with incident CBP. CONCLUSIONS: Arthritis, hypertension, CAD, and medical comorbidity score were associated with incident CBP in the current study. However, the association between arthritis and incident CBP was confounded by familial factors. This suggests that prevention or treatment of arthritis is unlikely to be useful for CBP prevention. Our findings cannot exclude the possibility of causal associations between CAD, hypertension, and medical comorbidities and incident CBP.


Assuntos
Dor nas Costas/epidemiologia , Dor Crônica/epidemiologia , Fatores Etários , Artrite/diagnóstico , Artrite/epidemiologia , Dor nas Costas/diagnóstico , Dor Crônica/diagnóstico , Comorbidade , Doença da Artéria Coronariana/diagnóstico , Doença da Artéria Coronariana/epidemiologia , Seguimentos , Nível de Saúde , Humanos , Hipertensão/diagnóstico , Hipertensão/epidemiologia , Incidência , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Prognóstico , Fatores de Risco , Fatores Sexuais , Fatores de Tempo , Estados Unidos/epidemiologia
13.
J Digit Imaging ; 31(1): 84-90, 2018 02.
Artigo em Inglês | MEDLINE | ID: mdl-28808792

RESUMO

Electronic medical record (EMR) systems provide easy access to radiology reports and offer great potential to support quality improvement efforts and clinical research. Harnessing the full potential of the EMR requires scalable approaches such as natural language processing (NLP) to convert text into variables used for evaluation or analysis. Our goal was to determine the feasibility of using NLP to identify patients with Type 1 Modic endplate changes using clinical reports of magnetic resonance (MR) imaging examinations of the spine. Identifying patients with Type 1 Modic change who may be eligible for clinical trials is important as these findings may be important targets for intervention. Four annotators identified all reports that contained Type 1 Modic change, using N = 458 randomly selected lumbar spine MR reports. We then implemented a rule-based NLP algorithm in Java using regular expressions. The prevalence of Type 1 Modic change in the annotated dataset was 10%. Results were recall (sensitivity) 35/50 = 0.70 (95% confidence interval (C.I.) 0.52-0.82), specificity 404/408 = 0.99 (0.97-1.0), precision (positive predictive value) 35/39 = 0.90 (0.75-0.97), negative predictive value 404/419 = 0.96 (0.94-0.98), and F1-score 0.79 (0.43-1.0). Our evaluation shows the efficacy of rule-based NLP approach for identifying patients with Type 1 Modic change if the emphasis is on identifying only relevant cases with low concern regarding false negatives. As expected, our results show that specificity is higher than recall. This is due to the inherent difficulty of eliciting all possible keywords given the enormous variability of lumbar spine reporting, which decreases recall, while availability of good negation algorithms improves specificity.


Assuntos
Dor Lombar/patologia , Vértebras Lombares/diagnóstico por imagem , Vértebras Lombares/patologia , Imageamento por Ressonância Magnética/métodos , Processamento de Linguagem Natural , Relatório de Pesquisa , Humanos , Estudos Prospectivos , Radiologia , Reprodutibilidade dos Testes , Sensibilidade e Especificidade
14.
Pain Med ; 18(6): 1049-1062, 2017 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-27688311

RESUMO

Objective: To identify predictors of persistent disability and back pain in older adults. Design: Prospective cohort study. Setting: Back pain outcomes using longitudinal data registry. Subjects: Five thousand two hundred twenty adults age 65 years and older with a new primary care visit for back pain. Methods: Baseline measurements included: demographics, health, and back pain characteristics. We abstracted imaging findings from 348 radiology reports. The primary outcomes were the Roland-Morris Disability Questionnaire (RMDQ) and back pain intensity. We defined persistent disability as RMDQ of 4/24 or higher at both six and 12 months and persistent back pain as pain 3/10 or higher at both six and 12 months. Results: There were 2,498 of 4,143 (60.3%) participants with persistent disability, and 2,099 of 4,144 (50.7%) had persistent back pain. Adjusted analyses showed the following characteristics most strongly predictive of persistent disability and persistent back pain: sex, race, worse baseline clinical characteristics of back pain, leg pain, back-related disability and duration of symptoms, smoking, anxiety symptoms, depressive symptoms, a history of falls, greater number of comorbidities, knee osteoarthritis, wide-spread pain syndromes, and an index diagnosis of lumbar spinal stenosis. Within the imaging data subset, central spinal stenosis was not associated with disability or pain. Conclusion: We found that many predictors in older adults were similar to those for younger populations.


Assuntos
Dor nas Costas/diagnóstico por imagem , Avaliação da Deficiência , Pessoas com Deficiência , Cuidado Periódico , Medição da Dor/métodos , Idoso , Idoso de 80 Anos ou mais , Dor nas Costas/terapia , Estudos de Coortes , Feminino , Seguimentos , Humanos , Estudos Longitudinais , Masculino , Medição da Dor/tendências , Valor Preditivo dos Testes , Estudos Prospectivos
15.
Arch Phys Med Rehabil ; 98(1): 43-50, 2017 01.
Artigo em Inglês | MEDLINE | ID: mdl-27519927

RESUMO

OBJECTIVE: To examine if a comorbid diagnosis of knee or hip osteoarthritis (OA) in older adults with new back pain visits is associated with long-term patient-reported outcomes and back-related health care use. DESIGN: Prospective cohort study. SETTING: Three integrated health systems forming the Back pain Outcomes using Longitudinal Data cohort. PARTICIPANTS: Participants (N=5155) were older adults (≥65y) with a new visit for back pain and a complete electronic health record data. INTERVENTIONS: Not applicable; we obtained OA diagnoses using diagnostic codes in the electronic health record 12 months prior to the new back pain visit. MAIN OUTCOME MEASURES: The Roland-Morris Disability Questionnaire (RDQ) and the EuroQol-5D (EQ-5D) were key patient-reported outcomes. Health care use, measured by relative-value units (RVUs), was summed for the 12 months after the initial visit. We used linear mixed-effects models to model patient-reported outcomes. We also used generalized linear models to test the association between comorbid knee or hip OA and total back-related RVUs. RESULTS: Of the 5155 participants, 368 (7.1%) had a comorbid knee OA diagnosis, and 94 (1.8%) had a hip OA diagnosis. Of the participants, 4711 (91.4%) had neither knee nor hip OA. In adjusted models, the 12-month RDQ score was 1.23 points higher (95% confidence interval [CI], 0.72-1.74) for patients with knee OA and 1.26 points higher (95% CI, 0.24-2.27) for those with hip OA than those without knee or hip OA, respectively. A lower EQ-5D score was found among participants with knee OA (.02 lower; 95% CI, -.04 to -.01) and hip OA diagnoses (.03 lower; 95% CI, -.05 to -.01) compared with those without knee or hip OA, respectively. Comorbid knee or hip OA was not significantly associated with total 12-month back-related resource use. CONCLUSIONS: Comorbid knee or hip OA in older adults with a new back pain visit was associated with modestly worse long-term disability and health-related quality of life.


Assuntos
Dor nas Costas/epidemiologia , Dor nas Costas/terapia , Serviços de Saúde/estatística & dados numéricos , Osteoartrite do Quadril/epidemiologia , Osteoartrite do Joelho/epidemiologia , Idoso , Idoso de 80 Anos ou mais , Comorbidade , Avaliação da Deficiência , Feminino , Humanos , Estudos Longitudinais , Masculino , Visita a Consultório Médico/estatística & dados numéricos , Osteoartrite do Quadril/diagnóstico , Osteoartrite do Joelho/diagnóstico , Medidas de Resultados Relatados pelo Paciente , Estudos Prospectivos , Qualidade de Vida , Inquéritos e Questionários
16.
Arch Phys Med Rehabil ; 98(8): 1499-1507.e2, 2017 08.
Artigo em Inglês | MEDLINE | ID: mdl-28396242

RESUMO

OBJECTIVE: To determine the overall long-term effectiveness of treatment with epidural corticosteroid injections for lumbar central spinal stenosis and the effect of repeat injections, including crossover injections, on outcomes through 12 months. DESIGN: Multicenter, double-blind, randomized controlled trial comparing epidural injections of corticosteroid plus lidocaine versus lidocaine alone. SETTING: Sixteen clinical sites. PARTICIPANTS: Participants with imaging-confirmed lumbar central spinal stenosis (N=400). INTERVENTIONS: Participants were randomized to receive either epidural injections with corticosteroid plus lidocaine or lidocaine alone with the option of blinded crossover after 6 weeks to receive the alternate treatment. Participants could receive 1 to 2 injections from 0 to 6 weeks and up to 2 injections from 6 to 12 weeks. After 12 weeks, participants received usual care. MAIN OUTCOME MEASURES: Primary outcomes were the Roland-Morris Disability Questionnaire (RDQ) (range, 0-24, where higher scores indicate greater disability) and leg pain intensity (range, 0 [no pain] to 10 [pain as bad as you can imagine]). Secondary outcomes included opioid use, spine surgery, and crossover rates. RESULTS: At 12 months, both treatment groups maintained initial observed improvements, with no significant differences between groups on the RDQ (adjusted mean difference, -0.4; 95% confidence interval [CI], -1.6 to 0.9; P=.55), leg pain (adjusted mean difference, 0.1; 95% CI, -0.5 to 0.7; P=.75), opioid use (corticosteroid plus lidocaine: 41.4% vs lidocaine alone: 36.3%; P=.41), or spine surgery (corticosteroid plus lidocaine: 16.8% vs lidocaine alone: 11.8%; P=.22). Fewer participants randomized to corticosteroid plus lidocaine (30%, n=60) versus lidocaine alone (45%, n=90) crossed over after 6 weeks (P=.003). Among participants who crossed over at 6 weeks, the 6- to 12-week RDQ change did not differ between the 2 randomized treatment groups (adjusted mean difference, -1.0; 95% CI, -2.6 to 0.7; P=.24). In both groups, participants crossing over at 6 weeks had worse 12-month trajectories compared with participants who did not choose to crossover. CONCLUSIONS: For lumbar spinal stenosis symptoms, epidural injections of corticosteroid plus lidocaine offered no benefits from 6 weeks to 12 months beyond that of injections of lidocaine alone in terms of self-reported pain and function or reduction in use of opioids and spine surgery. In patients with improved pain and function 6 weeks after initial injection, these outcomes were maintained at 12 months. However, the trajectories of pain and function outcomes after 3 weeks did not differ by injectate type. Repeated injections of either type offered no additional long-term benefit if injections in the first 6 weeks did not improve pain.


Assuntos
Corticosteroides/uso terapêutico , Anestésicos Locais/uso terapêutico , Lidocaína/uso terapêutico , Vértebras Lombares , Estenose Espinal/tratamento farmacológico , Corticosteroides/administração & dosagem , Anestésicos Locais/administração & dosagem , Estudos Cross-Over , Método Duplo-Cego , Quimioterapia Combinada , Humanos , Injeções Epidurais , Manejo da Dor/métodos , Fatores de Tempo
17.
Wilderness Environ Med ; 28(4): 291-298, 2017 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-28781178

RESUMO

OBJECTIVE: Dysnatremia and altered hydration status are potentially serious conditions that have not been well studied in multistage ultramarathons. The purpose of this study was to assess the incidence and prevalence of exercise-associated hyponatremia (EAH) (Na+ <135 mmol·L-1) and hypernatremia (Na+ >145 mmol·L-1) and hydration status during a multistage ultramarathon. METHODS: This study involved a prospective observational cohort study of runners competing in a 250-km (155-mile) multistage ultramarathon (in the Jordan, Atacama, or Gobi Desert). Prerace body weight and poststage (stage [S] 1 [42 km], S3 [126 km], and S5 [250 km]) body weight and serum sodium concentration levels were obtained from 128 runners. RESULTS: The prevalence of EAH per stage was 1.6% (S1), 4.8% (S3), and 10.1% (S5) with a cumulative incidence of 14.8%. Per-stage prevalence of hypernatremia was 35.2% (S1), 20.2% (S3), and 19.3% (S5) with a cumulative incidence of 52.3%. Runners became more dehydrated (weight change <-3%) throughout the race (S1=22.1%; S3=51.2%; S5=53.5%). Body weight gain correlated with EAH (r=-0.21, P = .02). Nonfinishers of S3 were significantly more likely to have EAH compared with finishers (75% vs 5%, P = .001), but there was no difference in either EAH or hypernatremia between nonfinishers and finishers of S5. CONCLUSIONS: The incidence of EAH in multistage ultramarathons was similar to marathons and single-stage ultramarathons, but the cumulative incidence of hypernatremia was 3 times greater than that of EAH. EAH was associated with increased weight gain (overhydration) in early stage nonfinishers and postrace finishers.


Assuntos
Hipernatremia/epidemiologia , Hiponatremia/epidemiologia , Estado de Hidratação do Organismo , Corrida/fisiologia , Sódio/sangue , Adulto , Feminino , Humanos , Hipernatremia/etiologia , Hiponatremia/etiologia , Incidência , Masculino , Pessoa de Meia-Idade , Prevalência , Estudos Prospectivos
18.
Pain Med ; 17(3): 501-10, 2016 03.
Artigo em Inglês | MEDLINE | ID: mdl-26962233

RESUMO

OBJECTIVE: . To present the sixth in a series of articles designed to deconstruct chronic low back pain (CLBP) in older adults. This article focuses on the evaluation and management of lumbar spinal stenosis (LSS), the most common condition for which older adults undergo spinal surgery. METHODS: . The evaluation and treatment algorithm, a table articulating the rationale for the individual algorithm components, and stepped-care drug recommendations were developed using a modified Delphi approach. The Principal Investigator, a five-member content expert panel and a nine-member primary care panel were involved in the iterative development of these materials. The illustrative clinical case was taken from the clinical practice of a contributor's colleague (SR). RESULTS: . We present an algorithm and supportive materials to help guide the care of older adults with LSS, a condition that occurs not uncommonly in those with CLBP. The case illustrates the importance of function-focused management and a rational approach to conservative care. CONCLUSIONS: . Lumbar spinal stenosis exists not uncommonly in older adults with CLBP and management often can be accomplished without surgery. Treatment should address all conditions in addition to LSS contributing to pain and disability.


Assuntos
Dor Crônica/terapia , Dor Lombar/terapia , Vértebras Lombares , Manejo da Dor/métodos , Medição da Dor/métodos , Estenose Espinal/terapia , Idoso , Dor Crônica/diagnóstico por imagem , Dor Crônica/etiologia , Prova Pericial/métodos , Feminino , Humanos , Dor Lombar/diagnóstico por imagem , Dor Lombar/etiologia , Vértebras Lombares/diagnóstico por imagem , Estenose Espinal/complicações , Estenose Espinal/diagnóstico por imagem
19.
Clin J Sport Med ; 26(4): 314-9, 2016 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-26513390

RESUMO

OBJECTIVE: Determine prevalence, incidence, and risk factors of acute kidney injury (AKI) during multistage ultramarathons. DESIGN: Prospective observational cohort study. SETTING: Jordanian Desert 2012; Atacama Desert, Chile 2012 and 2013; and Gobi Desert 2013 RacingThePlanet 250 km, 6-stage, ultramarathons. PARTICIPANTS: One hundred twenty-eight participants (384 measurements) from the Jordan (25, 19.5%), Gobi (35, 27.3%), 2012 Atacama (24, 18.8%), and 2013 Atacama (44, 34.4%) races. INTERVENTIONS: Blood samples and weights were gathered and analyzed immediately after stage 1 (40 km), 3 (120 km), and 5 (225 km). MAIN OUTCOME MEASURES: Changes in serum creatinine (Cr), cumulative incidence, and prevalence of AKI were calculated for each stage with "risk of injury" defined as 1.5 × baseline Cr and "injury" defined as 2 × Cr. RESULTS: Cumulative incidence of AKI was 41.4%. Stage 1 had 56 (43.8%) with risk of AKI and 24 (18.8%) with injury; in stage 3, 61 (47.7%) were at risk, 41 (32%) had injury; in stage 5, 62 (48.4%) runners were at risk and 36 (28.1%) had injury. Acute kidney injury was significantly associated with females [odds ratio (OR), 4.64; 95% confidence interval (CI), 2.07-10.37; P < 0.001], lower pack weight (OR, 0.71; 95% CI, 0.56-0.91; P < 0.007), and percentage weight loss (OR, 0.87; 95% CI, 0.78-0.97; P < 0.015). Lowest quintile of finishers was less likely to develop AKI (OR, 0.18; 95% CI, 0.04-0.78; P < 0.022). CONCLUSIONS: Prevalence of AKI was 63%-78% during multistage ultramarathons. Female sex, lower pack weight, and greater weight loss were associated with renal impairment.


Assuntos
Injúria Renal Aguda/epidemiologia , Corrida , Injúria Renal Aguda/sangue , Adulto , Creatinina/sangue , Feminino , Taxa de Filtração Glomerular , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Prevalência , Estudos Prospectivos , Fatores de Risco , Fatores Sexuais , Redução de Peso
20.
JAMA ; 313(11): 1143-53, 2015 Mar 17.
Artigo em Inglês | MEDLINE | ID: mdl-25781443

RESUMO

IMPORTANCE: In contrast to the recommendations for younger adults, many guidelines allow for older adults with back pain to undergo imaging without waiting 4 to 6 weeks. However, early imaging may precipitate interventions that do not improve outcomes. OBJECTIVE: To compare function and pain at the 12-month follow-up visit among older adults who received early imaging with those who did not receive early imaging after a new primary care visit for back pain without radiculopathy. DESIGN, SETTING, AND PARTICIPANTS: Prospective cohort of 5239 patients 65 years or older with a new primary care visit for back pain (2011-2013) in 3 US health care systems. We matched controls 1:1 using propensity score matching of demographic and clinical characteristics, including diagnosis, pain severity, pain duration, functional status, and prior resource use. EXPOSURES: Diagnostic imaging (plain films, computed tomography [CT], magnetic resonance imaging [MRI]) of the lumbar or thoracic spine within 6 weeks of the index visit. PRIMARY OUTCOME: back or leg pain-related disability measured by the modified Roland-Morris Disability Questionnaire (score range, 0-24; higher scores indicate greater disability) 12 months after enrollment. RESULTS: Among the 5239 patients, 1174 had early radiographs and 349 had early MRI/CT. At 12 months, neither the early radiograph group nor the early MRI/CT group differed significantly from controls on the disability questionnaire. The mean score for patients who underwent early radiography was 8.54 vs 8.74 among the control group (difference, -0.10 [95% CI, -0.71 to 0.50]; mixed model, P = .36). The mean score for the early MRI/CT group was 9.81 vs 10.50 for the control group (difference,-0.51 [-1.62 to 0.60]; mixed model, P = .18). CONCLUSIONS AND RELEVANCE: Among older adults with a new primary care visit for back pain, early imaging was not associated with better 1-year outcomes. The value of early diagnostic imaging in older adults for back pain without radiculopathy is uncertain.


Assuntos
Dor nas Costas/diagnóstico , Diagnóstico Precoce , Idoso , Dor nas Costas/diagnóstico por imagem , Custos e Análise de Custo , Feminino , Humanos , Achados Incidentais , Imageamento por Ressonância Magnética , Masculino , Medição da Dor , Pontuação de Propensão , Estudos Prospectivos , Radiografia , Ultrassonografia
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