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1.
Clin Orthop Relat Res ; 479(4): 826-834, 2021 Apr 01.
Article in English | MEDLINE | ID: mdl-33196588

ABSTRACT

BACKGROUND: We previously found that social deprivation was associated with worse perceived function and pain among children presenting with upper extremity fractures. We performed the current study to determine whether this differential in outcome scores would resolve after children received orthopaedic treatment for their fractures. This was needed to understand whether acute pain and impaired function were magnified by worse social deprivation or whether social deprivation was associated with differences in health perception even after injury resolution. QUESTIONS/PURPOSES: Comparing patients from the least socially deprived national quartile and those from the most deprived quartile, we asked: (1) Are there differences in age, gender, race, or fracture location among children with upper extremity fractures? (2) After controlling for relevant confounding variables, is worse social deprivation associated with worse self-reported Patient-Reported Outcomes Measurement Information System (PROMIS) scores before and after the treatment of pediatric upper extremity fractures? (3) Is social deprivation associated with PROMIS score improvements as a result of fracture treatment? METHODS: In this this retrospective, comparative study, we considered data from 1131 pediatric patients (aged 8 to 17 years) treated nonoperatively at a single tertiary academic medical center for isolated upper extremity fractures between June 2016 and June 2017. We used the Area Deprivation Index to define the patient's social deprivation by national quartiles to analyze those in the most- and least-deprived quartiles. After excluding patients with missing zip codes (n = 181), 18% (172 of 950) lived in the most socially deprived national quartile, while 31% (295 of 950) lived in the least socially deprived quartile. Among these 467 patients in the most- and least-deprived quartiles, 28% (129 of 467) were excluded for lack of follow-up and 9% (41 of 467) were excluded for incomplete PROMIS scores. The remaining 297 patients were analyzed (107 most-deprived quartile, 190 least-deprived quartile) longitudinally in the current study; they included 237 from our initial cross-sectional investigation that only considered reported health at presentation (60 patients added and 292 removed from the 529 patients in the original study, based on updated Area Deprivation Index quartiles). The primary outcomes were the self-completed pediatric PROMIS Upper Extremity Function, Pain Interference, and secondarily PROMIS Peer Relationships computer-adaptive tests. In each PROMIS assessment, higher scores indicated more of that domain (such as, higher function scores indicate better function but a higher pain score indicates more pain), and clinically relevant differences were approximately 3 points. Bivariate analysis compared patient age, gender, race, fracture type, and PROMIS scores between the most- and least-deprived groups. A multivariable linear regression analysis was used to determine factors associated with the final PROMIS scores. RESULTS: Between the two quartiles, the only demographic and injury characteristic difference was race, with Black children being overrepresented in the most-deprived group (most deprived: white 53% [57 of 107], Black 45% [48 of 107], other 2% [2 of 107]; least deprived: white 92% [174 of 190], Black 4% [7 of 190), other 5% [9 of 190]; p < 0.001). At presentation, accounting for patient gender, race, and fracture location, the most socially deprived quartile remained independently associated with the initial PROMIS Upper Extremity (ß 5.8 [95% CI 3.2 to 8.4]; p < 0.001) scores. After accounting for patient gender, race, and number of days in care, we found that the social deprivation quartile remained independently associated with the final PROMIS Upper Extremity (ß 4.9 [95% CI 2.3 to 7.6]; p < 0.001) and Pain Interference scores (ß -4.4 [95% CI -2.3 to -6.6]; p < 0.001). Social deprivation quartile was not associated with any differential in treatment impact on change in PROMIS Upper Extremity function (8 ± 13 versus 8 ± 12; mean difference 0.4 [95% CI -3.4 to 2.6]; p = 0.79) or Pain Interference scores (8 ± 9 versus 6 ± 12; mean difference 1.1 [95% CI -1.4 to 3.5]; p = 0.39) from presentation to the conclusion of treatment. CONCLUSION: Delivering upper extremity fracture care produces substantial improvement in pain and function that is consistent regardless of a child's degree of social deprivation. However, as social deprivation is associated with worse perceived health at treatment initiation and conclusion, prospective interventional trials are needed to determine how orthopaedic surgeons can act to reduce the health disparities in children associated with social deprivation. As fractures prompt interaction with our health care system, the orthopaedic community may be well placed to identify children who could benefit from enrollment in proven community health initiatives or to advocate for multidisciplinary care coordinators such as social workers in fracture clinics. LEVEL OF EVIDENCE: Level III, therapeutic study.


Subject(s)
Arm Injuries/therapy , Fractures, Bone/therapy , Healthcare Disparities , Orthopedic Procedures , Patient Reported Outcome Measures , Social Determinants of Health , Socioeconomic Factors , Adolescent , Age Factors , Arm Injuries/diagnosis , Arm Injuries/ethnology , Arm Injuries/physiopathology , Child , Female , Fractures, Bone/diagnosis , Fractures, Bone/ethnology , Fractures, Bone/physiopathology , Humans , Male , Poverty , Race Factors , Residence Characteristics , Retrospective Studies , Risk Assessment , Risk Factors , Social Determinants of Health/ethnology , Treatment Outcome
2.
Am J Ind Med ; 62(4): 309-316, 2019 04.
Article in English | MEDLINE | ID: mdl-30697792

ABSTRACT

BACKGROUND: Minnesota has an ethnically diverse labor force, with the largest number of refugees per capita in the United States. In recent years, Minnesota has been and continues to be a major site for immigrant and refugee resettlement in the United States, with a large population of both immigrant and native born Hmong, Hispanic, and East Africans. This study seeks to evaluate the injury risk among the evolving minority workforce in the Minnesota Twin Cities region. METHODS: A retrospective cohort study identifying work-related injuries following pre-employment examinations was performed using electronic health records from a large multi-clinic occupational medicine practice. Preplacement examinations and subsequent work-related injuries were pulled from the electronic health record using representative ICD-10 codes for surveillance examinations and injuries. This study included patient records collected over a 2-year period from January 1, 2015, through December, 2016. The patients in this cohort worked in a wide-array of occupations including production, assembly, construction, law enforcement, among others. RESULTS: Hispanic minority workers were twice as likely to be injured at work compared with White workers. Hispanics were 2.89 times more likely to develop back injuries compared with non-Hispanic workers, and 1.86 times more likely to develop upper extremity injuries involving the hand, wrist, or elbow. CONCLUSION: Clinical practice data shows that Hispanic workers are at increased risk for work-related injuries in Minnesota. They were especially susceptible to back and upper extremity injuries. Lower injury rates in non-Hispanic minority workers, may be the result of injury underreporting and require further investigation.


Subject(s)
Arm Injuries/ethnology , Asian/statistics & numerical data , Back Injuries/ethnology , Black or African American/statistics & numerical data , Hand Injuries/ethnology , Hispanic or Latino/statistics & numerical data , Occupational Injuries/ethnology , Shoulder Injuries/ethnology , Adolescent , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Minnesota/epidemiology , Minority Groups/statistics & numerical data , Occupational Medicine , Proportional Hazards Models , Retrospective Studies , White People/statistics & numerical data , Young Adult
3.
J Hand Surg Am ; 42(9): 751.e1-751.e6, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28648330

ABSTRACT

PURPOSE: To date, there have been over 100 upper extremity transplantations (UET) performed worldwide. However, little data are available regarding institutional screening practices or description of the population of patients that seek transplantation as a treatment modality for their upper extremity disabilities. We performed a review of our institutional experience in an attempt to better understand our referral patterns and identify factors that may be associated with successful screening. METHODS: Contact demographic data, injury characteristics, and mode of referral were retrospectively reviewed from 2010 through 2015. Differences in demographic data, injury-related characteristics, and clinical trial outcomes were assessed with the Chi-square test or Fisher exact test. RESULTS: There were a total of 89 UET contacts. The average age was 35.2 years, with most contacts being white (n = 24). The majority were male (n = 66; 75.0%) and the most common indication for referral was trauma (n = 43; 55.8%). Of the 89 contacts, 20 (22.5%) were physician referrals and 69 (77.5%) were self-referrals. Physician referrals led to the most screened and accepted contacts, whereas self-referrals more often led to immediate exclusion. CONCLUSIONS: This study gives an overview of the demographic composition of our UET contacts, with a specific emphasis on mode of referral. We have identified that physician referrals have led to more screened and accepted patients versus self-referred individuals. TYPE OF STUDY/LEVEL OF EVIDENCE: Therapeutic, Level IV.


Subject(s)
Arm/transplantation , Hand Transplantation , Referral and Consultation , Academic Medical Centers , Adolescent , Adult , Age Distribution , Arm Injuries/ethnology , Arm Injuries/surgery , Boston , Female , Hand Injuries/ethnology , Hand Injuries/surgery , Humans , Male , Middle Aged , Referral and Consultation/statistics & numerical data , Retrospective Studies , Sex Distribution , Young Adult
4.
BMC Musculoskelet Disord ; 16: 161, 2015 Jul 07.
Article in English | MEDLINE | ID: mdl-26148546

ABSTRACT

BACKGROUND: The Short Musculoskeletal Function Assessment (SMFA) questionnaire is one of the most commonly used scales to evaluate functional status and quality of life (QOL) of patients with a broad range of musculoskeletal disorders. However, a Chinese version of the SMFA questionnaire for the psychometric properties of skeletal muscle injury patients in China is still lacking. The current study translated the SMFA into Chinese and assessed its reliability and validity among Chinese patients with skeletal muscle injury of the upper or lower extremities. METHODS: The original SMFA was translated from English into Chinese and culturally adapted according to cross-cultural adaptation guidelines. A multicenter cross-sectional study was conducted, comprising 339 skeletal muscle injury patients (aged 20-75 years) from 4 hospitals. The SMFA, the health survey short form (SF-36) along with a region-specific questionnaire (including the disabilities of the arm, shoulder, and hand questionnaire (DASH), the hip disability and osteoarthritis outcome score (HOOS), the knee injury and osteoarthritis outcome score (KOOS), and the foot function index (FFI)) were completed according to the region of injury. Reliability was estimated from the internal consistency using Cronbach's α and validity was assessed via convergent validity, known-groups comparison, and construct validity. RESULTS: Cronbach's α coefficient was over 0.75 for two subscales and four categories of the SMFA, suggesting that the internal consistency reliability of the SMFA was satisfactory. Known-groups comparison showed that the dysfunction index and the bother index of the SMFA discriminated well between patients who differed in age, gender, injury location, and operation status rather than in subgroups based on the body mass index (BMI). The convergent validity of the SMFA was good, as moderate to excellent correlations were found between the subscales of the SMFA and the four subscales of SF-36 (physical function, role-physical, bodily pain, and social functioning) and the region-specific questionnaires. The construct validity was proved by the presence of a six-factor structure that accounted for 66.85 % of the variance. CONCLUSION: The Chinese version of the SMFA questionnaire is a reliable and valid instrument to measure patient-reported impact of musculoskeletal injuries in the upper or lower extremities.


Subject(s)
Arm Injuries/diagnosis , Leg Injuries/diagnosis , Muscle, Skeletal/injuries , Musculoskeletal Diseases/diagnosis , Surveys and Questionnaires , Activities of Daily Living , Adult , Aged , Arm Injuries/ethnology , Arm Injuries/physiopathology , Arm Injuries/psychology , Asian People/psychology , China , Cost of Illness , Cross-Sectional Studies , Cultural Characteristics , Disability Evaluation , Emotions , Feasibility Studies , Female , Health Status , Humans , Leg Injuries/ethnology , Leg Injuries/physiopathology , Leg Injuries/psychology , Male , Middle Aged , Muscle, Skeletal/physiopathology , Musculoskeletal Diseases/ethnology , Musculoskeletal Diseases/physiopathology , Musculoskeletal Diseases/psychology , Predictive Value of Tests , Psychometrics , Quality of Life , Reproducibility of Results , Translating , Young Adult
5.
PLoS One ; 9(4): e94268, 2014.
Article in English | MEDLINE | ID: mdl-24718689

ABSTRACT

BACKGROUND: Workers with persistent disabilities after orthopaedic trauma may need occupational rehabilitation. Despite various risk profiles for non-return-to-work (non-RTW), there is no available predictive model. Moreover, injured workers may have various origins (immigrant workers), which may either affect their return to work or their eligibility for research purposes. The aim of this study was to develop and validate a predictive model that estimates the likelihood of non-RTW after occupational rehabilitation using predictors which do not rely on the worker's background. METHODS: Prospective cohort study (3177 participants, native (51%) and immigrant workers (49%)) with two samples: a) Development sample with patients from 2004 to 2007 with Full and Reduced Models, b) External validation of the Reduced Model with patients from 2008 to March 2010. We collected patients' data and biopsychosocial complexity with an observer rated interview (INTERMED). Non-RTW was assessed two years after discharge from the rehabilitation. Discrimination was assessed by the area under the receiver operating curve (AUC) and calibration was evaluated with a calibration plot. The model was reduced with random forests. RESULTS: At 2 years, the non-RTW status was known for 2462 patients (77.5% of the total sample). The prevalence of non-RTW was 50%. The full model (36 items) and the reduced model (19 items) had acceptable discrimination performance (AUC 0.75, 95% CI 0.72 to 0.78 and 0.74, 95% CI 0.71 to 0.76, respectively) and good calibration. For the validation model, the discrimination performance was acceptable (AUC 0.73; 95% CI 0.70 to 0.77) and calibration was also adequate. CONCLUSIONS: Non-RTW may be predicted with a simple model constructed with variables independent of the patient's education and language fluency. This model is useful for all kinds of trauma in order to adjust for case mix and it is applicable to vulnerable populations like immigrant workers.


Subject(s)
Disability Evaluation , Models, Theoretical , Musculoskeletal Diseases/rehabilitation , Occupational Injuries/rehabilitation , Return to Work/statistics & numerical data , Accidents, Traffic/psychology , Accidents, Traffic/statistics & numerical data , Adult , Arm Injuries/ethnology , Arm Injuries/psychology , Arm Injuries/rehabilitation , Back Injuries/ethnology , Back Injuries/psychology , Back Injuries/rehabilitation , Culture , Educational Status , Emigrants and Immigrants/psychology , Emigrants and Immigrants/statistics & numerical data , Female , Forecasting , Humans , Interview, Psychological , Language , Leg Injuries/ethnology , Leg Injuries/psychology , Leg Injuries/rehabilitation , Leisure Activities , Male , Middle Aged , Multiple Trauma/ethnology , Multiple Trauma/psychology , Multiple Trauma/rehabilitation , Musculoskeletal Diseases/ethnology , Musculoskeletal Diseases/psychology , Occupational Injuries/ethnology , Occupational Injuries/psychology , Prospective Studies , Psychology , ROC Curve , Reproducibility of Results , Surveys and Questionnaires , Switzerland/epidemiology , Young Adult
6.
Am J Ind Med ; 56(2): 197-205, 2013 Feb.
Article in English | MEDLINE | ID: mdl-22847516

ABSTRACT

BACKGROUND: Upper body musculoskeletal injuries are often attributed to rapid work pace and repetitive motions. These job features are common in poultry processing, an industry that relies on Latino immigrants. Few studies document the symptom burden of immigrant Latinos employed in poultry processing or other manual jobs. METHODS: Latino poultry processing workers (n = 403) and a comparison population of 339 Latino manual workers reported symptoms for six upper body sites during interviews. We tabulated symptoms and explored factors associated with symptom counts. RESULTS: Back symptoms and wrist/hand symptoms lasting more than 1-day were reported by over 35% of workers. Poultry processing workers reported more symptoms than comparison workers, especially wrist and elbow symptoms. The number of sites at which workers reported symptoms was elevated for overtime workers and workers who spoke an indigenous language during childhood. CONCLUSION: Workplace conditions facing poultry processing and indigenous language speaking workers deserve further exploration.


Subject(s)
Chronic Pain/etiology , Cumulative Trauma Disorders/etiology , Food-Processing Industry , Hispanic or Latino , Musculoskeletal Pain/etiology , Occupational Injuries/etiology , Poultry , Adolescent , Adult , Animals , Arm Injuries/ethnology , Arm Injuries/etiology , Back Injuries/ethnology , Back Injuries/etiology , Chronic Pain/ethnology , Cross-Sectional Studies , Cumulative Trauma Disorders/ethnology , Emigrants and Immigrants , Female , Hand Injuries/ethnology , Hand Injuries/etiology , Humans , Interviews as Topic , Logistic Models , Male , Musculoskeletal Pain/ethnology , Neck Injuries/ethnology , Neck Injuries/etiology , North Carolina/epidemiology , Occupational Injuries/ethnology , Prevalence , Risk Factors , Self Report , Young Adult
7.
Pediatrics ; 129(1): e128-33, 2012 Jan.
Article in English | MEDLINE | ID: mdl-22144696

ABSTRACT

BACKGROUND AND OBJECTIVE: Delay in seeking medical care is one criterion used to identify victims of abuse. However, typical symptoms of accidental fractures in young children and the time between injury and the seeking of medical care have not been reported. We describe patient and injury characteristics that influence the time from injury to medical care. METHODS: Parental interviews were conducted for children <6 years old with accidental extremity fractures. Demographic characteristics, signs and symptoms of the injury, and fracture location and severity were described and examined for their association with a delay (>8 hours) in seeking medical care. RESULTS: Among 206 children, 69% had upper extremity fractures. The median time to the first medical evaluation was 1 hour, but 21% were seen at >8 hours after injury. Although 91% of children cried after the injury, only 83% were irritable for >30 minutes. Parents observed no external sign of injury in 15% of children, and 12% used the injured extremity normally. However, all parents noted at least 1 sign or symptom. Minority children (odds ratio [OR]: 2.54 [95% confidence interval [CI]: 1.18-5.47), those with lower extremity injuries (OR: 2.23 [95% CI: 1.01-4.90]), those without external signs of injury (OR: 3.40 [95% CI: 1.36-8.51]), and those with continued extremity use (OR: 3.26 [95% CI: 1.22-8.76]) were more likely to delay seeking medical care. CONCLUSIONS: Although some children did not manifest all expected responses, no child with an accidental fracture was asymptomatic. Delay in seeking medical care was associated with more subtle signs of injury; however, delays identified in minority patients are unexplained.


Subject(s)
Arm Injuries/therapy , Child Behavior , Fractures, Bone/therapy , Leg Injuries/therapy , Arm Injuries/diagnosis , Arm Injuries/ethnology , Child, Preschool , Emergency Service, Hospital , Female , Fractures, Bone/diagnosis , Fractures, Bone/ethnology , Humans , Infant , Leg Injuries/diagnosis , Leg Injuries/ethnology , Male , Minority Groups , Patient Acceptance of Health Care , Time Factors
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