RESUMO
Accurate identification of transgender persons is a critical first step in conducting transgender health studies. To develop an automated algorithm for identifying transgender individuals from electronic medical records (EMR) using free-text clinical notes. The development and validation of the algorithm was based on data from an integrated healthcare system that served as a participating site in the multicenter Study of Transition Outcomes and Gender. The training and test datasets each contained a total of 300 individuals identified between 2006 and 2014. Both datasets underwent a full medical record review by experienced research abstractors. The validated algorithm was then implemented to identify transgender individuals in the EMR using all clinical notes of patients that received care between January 1, 2015 and June 30, 2018. Validation of the algorithm against the full chart review demonstrated a high degree of accuracy with 97% sensitivity, 95% specificity, 94% positive predictive value, and 97% negative predictive value. The algorithm classified 7,409 individuals (3.5%) as "Definitely transgender" and 679 individuals (0.3%) as "Probably transgender" out of 212,138 candidates with a total of 378,641 clinical notes. The computerized NLP algorithm can support essential efforts to improve the health of transgender people.
Assuntos
Algoritmos , Mineração de Dados/métodos , Registros Eletrônicos de Saúde/organização & administração , Pessoas Transgênero , Humanos , Reprodutibilidade dos TestesRESUMO
INTRODUCTION: Transgender and gender diverse people often face discrimination and may experience disproportionate emotional distress that leads to suicide attempts. Therefore, it is essential to estimate the frequency and potential determinants of suicide attempts among transgender and gender diverse individuals. METHODS: Longitudinal data on 6,327 transgender and gender diverse individuals enrolled in 3 integrated healthcare systems were analyzed to assess suicide attempt rates. Incidence was compared between transmasculine and transfeminine people by age and race/ethnicity and according to mental health status at baseline. Cox proportional hazards models examined rates and predictors of suicide attempts during follow-up. Data were collected in 2016, and analyses were conducted in 2019. RESULTS: During follow-up, 4.8% of transmasculine and 3.0% of transfeminine patients had at least 1 suicide attempt. Suicide attempt rates were more than 7 times higher among patients aged <18 years than among those aged >45 years, more than 3 times higher among patients with previous history of suicide ideation or suicide attempts than among those with no such history, and 2-5 times higher among those with 1-2 mental health diagnoses and more than 2 mental health diagnoses at baseline than among those with none. CONCLUSIONS: Among transgender and gender diverse individuals, younger people, people with previous suicidal ideation or attempts, and people with multiple mental health diagnoses are at a higher risk for suicide attempts. Future research should examine the impact of gender-affirming healthcare use on the risk of suicide attempts and identify targets for suicide prevention interventions among transgender and gender diverse people in clinical settings.
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Tentativa de Suicídio , Pessoas Transgênero , Estudos de Coortes , Identidade de Gênero , Humanos , Fatores de Risco , Ideação SuicidaRESUMO
PURPOSE: Bladder cancer is one of the top five cancers diagnosed in the U.S. with a high recurrence rate, and also one of the most expensive cancers to treat over the life-course. However, there are few observational, prospective studies of bladder cancer survivors. METHODS: The Bladder Cancer Epidemiology, Wellness, and Lifestyle Study (Be-Well Study) is a National Cancer Institute-funded, multi-center prospective cohort study of non-muscle-invasive bladder cancer (NMIBC) patients (Stage Ta, T1, Tis) enrolled from the Kaiser Permanente Northern California (KPNC) and Southern California (KPSC) health care systems, with genotyping and biomarker assays performed at Roswell Park Comprehensive Cancer Center. The goal is to investigate diet and lifestyle factors in recurrence and progression of NMIBC, with genetic profiles considered, and to build a resource for future NMIBC studies. RESULTS: Recruitment began in February 2015. As of 30 June 2018, 1,281 patients completed the baseline interview (774 KPNC, 511 KPSC) with a recruitment rate of 54%, of whom 77% were male and 23% female, and 80% White, 6% Black, 8% Hispanic, 5% Asian, and 2% other race/ethnicity. Most patients were diagnosed with Ta (69%) or T1 (27%) tumors. Urine and blood specimens were collected from 67% and 73% of consented patients at baseline, respectively. To date, 599 and 261 patients have completed the 12- and 24-month follow-up questionnaires, respectively, with additional urine and saliva collection. CONCLUSIONS: The Be-Well Study will be able to answer novel questions related to diet, other lifestyle, and genetic factors and their relationship to recurrence and progression among early-stage bladder cancer patients.
Assuntos
Recidiva Local de Neoplasia/epidemiologia , Neoplasias da Bexiga Urinária/epidemiologia , Idoso , Idoso de 80 Anos ou mais , California/epidemiologia , Sobreviventes de Câncer , Dieta , Progressão da Doença , Feminino , Humanos , Estilo de Vida , Masculino , Pessoa de Meia-Idade , Recidiva Local de Neoplasia/genética , Recidiva Local de Neoplasia/prevenção & controle , Estudos Prospectivos , Neoplasias da Bexiga Urinária/genéticaRESUMO
Importance: Guidelines recommend a 10-year rescreening interval after a colonoscopy with normal findings (negative colonoscopy results), but evidence supporting this recommendation is limited. Objective: To examine the long-term risks of colorectal cancer and colorectal cancer deaths after a negative colonoscopy result, in comparison with individuals unscreened, in a large, community-based setting. Design, Setting, and Participants: A retrospective cohort study was conducted in an integrated health care delivery organization serving more than 4 million members across Northern California. A total of 1â¯251â¯318 average-risk screening-eligible patients (age 50-75 years) between January 1, 1998, and December 31, 2015, were included. The study was concluded on December 31, 2016. Exposures: Screening was examined as a time-varying exposure; all participants contributed person-time unscreened until they were either screened or censored. If the screening received was a negative colonoscopy result, the participants contributed person-time in the negative colonoscopy results group until they were censored. Main Outcomes and Measures: Using Cox proportional hazards regression models, the hazard ratios (HRs) for colorectal cancer and related deaths were calculated according to time since negative colonoscopy result (or since cohort entry for those unscreened). Hazard ratios were adjusted for age, sex, race/ethnicity, Charlson comorbidity score, and body mass index. Results: Of the 1â¯251â¯318 patients, 613â¯692 were men (49.0%); mean age was 55.6 (7.0) years. Compared with the unscreened participants, those with a negative colonoscopy result had a reduced risk of colorectal cancer and related deaths throughout the more than 12-year follow-up period, and although reductions in risk were attenuated with increasing years of follow-up, there was a 46% lower risk of colorectal cancer (hazard ratio, 0.54; 95% CI, 0.31-0.94) and 88% lower risk of related deaths (hazard ratio, 0.12; 95% CI, 0.02-0.82) at the current guideline-recommended 10-year rescreening interval. Conclusions and Relevance: A negative colonoscopy result in average-risk patients was associated with a lower risk of colorectal cancer and related deaths for more than 12 years after examination, compared with unscreened patients. Our study findings may be able to inform guidelines for rescreening after a negative colonoscopy result and future studies to evaluate the costs and benefits of earlier vs later rescreening intervals.
Assuntos
Colonoscopia/estatística & dados numéricos , Neoplasias Colorretais/mortalidade , Detecção Precoce de Câncer/estatística & dados numéricos , Programas de Rastreamento/estatística & dados numéricos , Idoso , California , Estudos de Coortes , Neoplasias Colorretais/diagnóstico , Feminino , Nível de Saúde , Humanos , Masculino , Pessoa de Meia-Idade , Modelos de Riscos Proporcionais , Estudos Retrospectivos , Medição de Risco , Fatores de RiscoRESUMO
BACKGROUND: Screening reduces colorectal cancer deaths, but <50% of Asian Americans are screening up-to-date according to surveys, with variability across Asian subgroups. We examined colorectal cancer screening participation among Asian Americans overall and Asian subgroups in a large integrated health care system with organized screening. METHODS: Data were electronically accessed to characterize screening in 2016 for Asians overall and subgroups relative to the National Colorectal Cancer Roundtable target of ≥80% screening and compared with non-Hispanic whites. Screening up-to-date was defined as a colonoscopy with 10 years, a sigmoidoscopy within 5 years, or a fecal immunochemical test (FIT) completed in 2016. RESULTS: Among 436,398 patients, 69,826 (16.0%) were Asian, of whom 79.8% were screening up-to-date vs. 77.6% of non-Hispanic whites (p < 0.001). Almost all subgroups met the 80% target: Chinese (83.3%), Vietnamese (82.4%), Korean (82.1%), other Asian (80.3%), Filipino (78.7%), Asian Indian (79.6%), and Japanese (79.0%). Among Asians overall and non-Hispanic whites, 50.6% and 48.4% of members were up-to-date with screening by colonoscopy, and 28.0% and 28.2% were up-to-date by FIT, respectively. Across Asian subgroups, colonoscopy most frequently accounting for being screening up-to-date (range: 47.4-59.7%), followed by FIT (range: 21.6-31.5%). CONCLUSIONS: In an organized screening setting, there were minimal differences in screening participation among Asian subgroups and almost all met the 80% screening target, despite differences in language preference. Screening test type differences across subgroups suggest possible preferences in screening modality, which can inform future research into tailored education or outreach.
Assuntos
Asiático/estatística & dados numéricos , Neoplasias Colorretais/prevenção & controle , Detecção Precoce de Câncer/estatística & dados numéricos , Programas de Rastreamento/estatística & dados numéricos , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Idoso , Colonoscopia , Neoplasias Colorretais/etnologia , Estudos Transversais , DNA de Neoplasias/análise , Detecção Precoce de Câncer/métodos , Feminino , Pesquisas sobre Atenção à Saúde , Humanos , Técnicas Imunológicas , Masculino , Programas de Rastreamento/métodos , Pessoa de Meia-Idade , Sangue Oculto , SigmoidoscopiaRESUMO
Background: Venous thromboembolism (VTE), ischemic stroke, and myocardial infarction in transgender persons may be related to hormone use. Objective: To examine the incidence of these events in a cohort of transgender persons. Design: Electronic medical record-based cohort study of transgender members of integrated health care systems who had an index date (first evidence of transgender status) from 2006 through 2014. Ten male and 10 female cisgender enrollees were matched to each transgender participant by year of birth, race/ethnicity, study site, and index date enrollment. Setting: Kaiser Permanente in Georgia and northern and southern California. Patients: 2842 transfeminine and 2118 transmasculine members with a mean follow-up of 4.0 and 3.6 years, respectively, matched to 48 686 cisgender men and 48 775 cisgender women. Measurements: VTE, ischemic stroke, and myocardial infarction events ascertained from diagnostic codes through the end of 2016 in transgender and reference cohorts. Results: Transfeminine participants had a higher incidence of VTE, with 2- and 8-year risk differences of 4.1 (95% CI, 1.6 to 6.7) and 16.7 (CI, 6.4 to 27.5) per 1000 persons relative to cisgender men and 3.4 (CI, 1.1 to 5.6) and 13.7 (CI, 4.1 to 22.7) relative to cisgender women. The overall analyses for ischemic stroke and myocardial infarction demonstrated similar incidence across groups. More pronounced differences for VTE and ischemic stroke were observed among transfeminine participants who initiated hormone therapy during follow-up. The evidence was insufficient to allow conclusions regarding risk among transmasculine participants. Limitation: Inability to determine which transgender members received hormones elsewhere. Conclusion: The patterns of increases in VTE and ischemic stroke rates among transfeminine persons are not consistent with those observed in cisgender women. These results may indicate the need for long-term vigilance in identifying vascular side effects of cross-sex estrogen. Primary Funding Source: Patient-Centered Outcomes Research Institute and Eunice Kennedy Shriver National Institute of Child Health and Human Development.
Assuntos
Isquemia Encefálica/epidemiologia , Hormônios Esteroides Gonadais/efeitos adversos , Infarto do Miocárdio/epidemiologia , Transexualidade/tratamento farmacológico , Tromboembolia Venosa/epidemiologia , Adolescente , Adulto , Isquemia Encefálica/induzido quimicamente , California/epidemiologia , Registros Eletrônicos de Saúde , Congêneres do Estradiol/efeitos adversos , Feminino , Seguimentos , Hormônios Esteroides Gonadais/uso terapêutico , Humanos , Incidência , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Infarto do Miocárdio/induzido quimicamente , Tromboembolia Venosa/induzido quimicamente , Adulto JovemRESUMO
BACKGROUND: Understanding the magnitude of mental health problems, particularly life-threatening ones, experienced by transgender and/or gender nonconforming (TGNC) youth can lead to improved management of these conditions. METHODS: Electronic medical records were used to identify a cohort of 588 transfeminine and 745 transmasculine children (3-9 years old) and adolescents (10-17 years old) enrolled in integrated health care systems in California and Georgia. Ten male and 10 female referent cisgender enrollees were matched to each TGNC individual on year of birth, race and/or ethnicity, study site, and membership year of the index date (first evidence of gender nonconforming status). Prevalence ratios were calculated by dividing the proportion of TGNC individuals with a specific mental health diagnosis or diagnostic category by the corresponding proportion in each reference group by transfeminine and/or transmasculine status, age group, and time period before the index date. RESULTS: Common diagnoses for children and adolescents were attention deficit disorders (transfeminine 15%; transmasculine 16%) and depressive disorders (transfeminine 49%; transmasculine 62%), respectively. For all diagnostic categories, prevalence was severalfold higher among TGNC youth than in matched reference groups. Prevalence ratios (95% confidence intervals [CIs]) for history of self-inflicted injury in adolescents 6 months before the index date ranged from 18 (95% CI 4.4-82) to 144 (95% CI 36-1248). The corresponding range for suicidal ideation was 25 (95% CI 14-45) to 54 (95% CI 18-218). CONCLUSIONS: TGNC youth may present with mental health conditions requiring immediate evaluation and implementation of clinical, social, and educational gender identity support measures.
Assuntos
Pessoas Transgênero/psicologia , Adolescente , Transtornos de Ansiedade/epidemiologia , Transtornos de Deficit da Atenção e do Comportamento Disruptivo/epidemiologia , Transtorno do Espectro Autista/epidemiologia , California/epidemiologia , Criança , Pré-Escolar , Estudos de Coortes , Transtorno Depressivo/epidemiologia , Feminino , Georgia/epidemiologia , Humanos , Masculino , Saúde Mental , Esquizofrenia , Comportamento Autodestrutivo/epidemiologia , Ideação SuicidaRESUMO
Previous research shows that patients in integrated health systems experience fewer racial disparities compared with more traditional healthcare systems. Little is known about patterns of racial/ethnic disparities between safety-net and non safety-net integrated health systems.We evaluated racial/ethnic differences in body mass index (BMI) and the Charlson comorbidity index from 3 non safety-net- and 1 safety-net integrated health systems in a cross-sectional study. Multinomial logistic regression modeled comorbidity and BMI on race/ethnicity and health care system type adjusting for age, sex, insurance, and zip-code-level incomeThe study included 1.38 million patients. Higher proportions of safety-net versus non safety-net patients had comorbidity score of 3+ (11.1% vs. 5.0%) and BMI ≥35 (27.7% vs. 15.8%). In both types of systems, blacks and Hispanics were more likely than whites to have higher BMIs. Whites were more likely than blacks or Hispanics to have higher comorbidity scores in a safety net system, but less likely to have higher scores in the non safety-nets. The odds of comorbidity score 3+ and BMI 35+ in blacks relative to whites were significantly lower in safety-net than in non safety-net settings.Racial/ethnic differences were present within both safety-net and non safety-net integrated health systems, but patterns differed. Understanding patterns of racial/ethnic differences in health outcomes in safety-net and non safety-net integrated health systems is important to tailor interventions to eliminate racial/ethnic disparities in health and health care.
Assuntos
Disparidades em Assistência à Saúde/etnologia , Obesidade/etnologia , Provedores de Redes de Segurança/estatística & dados numéricos , Negro ou Afro-Americano/estatística & dados numéricos , Fatores Etários , Índice de Massa Corporal , Comorbidade , Estudos Transversais , Etnicidade/estatística & dados numéricos , Feminino , Acessibilidade aos Serviços de Saúde/estatística & dados numéricos , Hispânico ou Latino/estatística & dados numéricos , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Grupos Raciais/estatística & dados numéricos , Características de Residência/estatística & dados numéricos , Fatores de Risco , Fatores Sexuais , Fatores Socioeconômicos , Estados Unidos , População Branca/estatística & dados numéricosRESUMO
BACKGROUND AND AIMS: Endoscopist fatigue may impact colonoscopy quality, but prior studies conflict, and minimal data exist from community-based practices where most colonoscopies are performed. METHODS: Within a large, community-based integrated healthcare system, we evaluated the associations among 4 measures of endoscopist fatigue and colonoscopic adenoma detection from 2010 to 2013. Fatigue measures included afternoon versus morning colonoscopy and the number of GI procedures performed before a given colonoscopy, including consideration of prior procedure complexity. Analyses were adjusted for potential confounders using multivariate logistic regression. RESULTS: We identified 126 gastroenterologists who performed 259,064 total GI procedures (median, 6 per day; range, 1-24), including 76,445 screening and surveillance colonoscopies. Compared with morning examinations, colonoscopies in the afternoon were not associated with lower adenoma detection for screening examinations, surveillance examinations, or their combination (OR for combination, .99; 95% CI, .96-1.03). The number of procedures performed before a given colonoscopy, with or without consideration of prior procedure complexity, was also not inversely associated with adenoma detection (OR for adenoma detection for colonoscopies in the fourth quartile of fatigue based on the number of prior procedures performed vs colonoscopies performed as the first procedure of the day, .99; 95% CI, .94-1.04). CONCLUSIONS: In a large community-based setting, adenoma detection for screening and surveillance colonoscopies were not associated with either time of day or the number of prior procedures performed by the endoscopist, within the range of procedure volumes evaluated. The lack of association persisted after accounting for prior procedure complexity.
Assuntos
Adenoma/diagnóstico , Colonoscopia/normas , Neoplasias Colorretais/diagnóstico , Fadiga , Gastroenterologistas , Qualidade da Assistência à Saúde , Idoso , Idoso de 80 Anos ou mais , Agendamento de Consultas , Estudos Transversais , Detecção Precoce de Câncer , Feminino , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Carga de TrabalhoRESUMO
BACKGROUND: Human papillomavirus vaccination may result in lowered intention to be screened for cervical cancer, potentially leading to gaps in screening coverage and avoidable cervical cancer diagnoses. OBJECTIVE: The purpose of this study was to examine the association between human papillomavirus vaccination and subsequent cervical cancer screening initiation and adherence to recommended screening intervals to detect gaps in screening coverage and inform future prevention efforts. STUDY DESIGN: A retrospective cohort study was conducted in 2 distinct cohorts of female members of Kaiser Permanente Southern California, which is a large integrated healthcare delivery system. Papanicolaou screening initiation was evaluated in women who reached 21 years from 2010-2013. Adherence to recommended screening intervals was evaluated in women who were 25-30 years old in 2010. All women were observed to the end of 2013 for the evaluation of their screening behaviors. History of human papillomavirus vaccination and Papanicolaou screening were obtained from electronic medical records. Adherence to recommended screening intervals was measured as ≥85% vs <85% of the observed "screening up-to-date" person-time. Multivariable Cox and logistic regression models were used to examine associations between vaccination history and screening initiation and interval adherence. Demographic characteristics, gynecologic health history, healthcare use, and characteristics of women's primary care providers were included as potential confounders in the analyses. RESULTS: There were 27,352 and 41,328 women included in the screening initiation and screening interval adherence analyses, respectively. In comparison with unvaccinated women, adjusted hazard ratios (95% confidence intervals [CIs]) for screening initiation among women who had been vaccinated against human papillomavirus were 1.19 (95% CI, 1.11-1.28), 1.44 (95% CI, 1.34-1.53), and 1.57 (95% CI, 1.50-1.65) for 1, 2, and ≥3 doses, respectively. Adjusted odds ratios for screening interval adherence were 0.93 (95% CI, 0.83-1.04), 1.73 (95% CI, 1.52-1.97), and 2.29 (95% CI, 2.05-2.56), for 1, 2, and ≥3 doses, respectively. CONCLUSION: Women who had been vaccinated against human papillomavirus in this community-based, integrated healthcare setting were more likely to be screened for cervical cancer than were unvaccinated women. Our findings underscore the need for targeted interventions among unvaccinated women who may be disproportionally affected by cervical cancer, despite the presence of population-based screening programs.
Assuntos
Detecção Precoce de Câncer/estatística & dados numéricos , Fidelidade a Diretrizes/estatística & dados numéricos , Infecções por Papillomavirus/prevenção & controle , Vacinas contra Papillomavirus/uso terapêutico , Neoplasias do Colo do Útero/diagnóstico , Adulto , California , Feminino , Humanos , Modelos Logísticos , Razão de Chances , Teste de Papanicolaou , Modelos de Riscos Proporcionais , Estudos Retrospectivos , Neoplasias do Colo do Útero/prevenção & controle , Esfregaço Vaginal , Adulto JovemRESUMO
BACKGROUND: Screening outreach programs using population health management principles offer services uniformly to all eligible persons, but racial/ethnic colorectal cancer (CRC) screening patterns in such programs are not well known. OBJECTIVE: To examine the association between race/ethnicity and the receipt of CRC screening and timely follow-up of positive results before and after implementation of a screening program. DESIGN: Retrospective cohort study of screen-eligible individuals at the Kaiser Permanente Northern California community-based integrated healthcare delivery system (2004-2013). SUBJECTS: A total of 868,934 screen-eligible individuals 51-74 years of age at cohort entry, which included 662,872 persons in the period before program implementation (2004-2006), 654,633 during the first 3 years after implementation (2007-2009), and 665,268 in the period from 4 to 7 years (2010-2013) after program implementation. INTERVENTION: A comprehensive system-wide long-term effort to increase CRC that included leadership alignment, goal-setting, and quality assurance through a PHM approach, using mailed fecal immunochemical testing (FIT) along with offering screening at office visits. MAIN MEASURES: Differences over time and by race/ethnicity in up-to-date CRC screening (overall and by test type) and timely follow-up of a positive screen. Race/ethnicity categories included non-Hispanic white, non-Hispanic black, Hispanic/Latino, Asian/Pacific Islander, Native American, and multiple races. KEY RESULTS: From 2004 to 2013, age/sex-adjusted CRC screening rates increased in all groups, including 35.2 to 81.1 % among whites and 35.6 to 78.0 % among blacks. Screening rates among Hispanics (33.1 to 78.3 %) and Native Americans (29.4 to 74.5 %) remained lower than those for whites both before and after program implementation. Blacks, who had slightly higher rates before program implementation (adjusted rate ratio [RR] = 1.04, 99 % CI: 1.02-1.05), had lower rates after program implementation (RR for period from 4 to 7 years = 0.97, 99 % CI: 0.96-0.97). There were also substantial improvements in timely follow-up of positive screening results. CONCLUSIONS: In this screening program using core PHM principles, CRC screening increased markedly in all racial/ethnic groups, but disparities persisted for some groups and developed in others, which correlated with levels of adoption of mailed FIT.
Assuntos
Neoplasias Colorretais/diagnóstico , Neoplasias Colorretais/etnologia , Serviços de Saúde Comunitária/métodos , Gerenciamento Clínico , Detecção Precoce de Câncer/métodos , Saúde da População , Idoso , Estudos de Coortes , Colonoscopia/métodos , Neoplasias Colorretais/prevenção & controle , Etnicidade , Feminino , Seguimentos , Acessibilidade aos Serviços de Saúde , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Grupos Raciais/etnologia , Estudos Retrospectivos , Sigmoidoscopia/métodosRESUMO
INTRODUCTION: Expert recommendations differ for colorectal cancer screening in the elderly. Recent studies suggest that healthy adults aged >75 years may benefit from screening. This study examined screening use and follow-up, and how they varied by health status within age strata, among a large cohort of elderly individuals in community settings. METHODS: A population-based, longitudinal cohort study was conducted among health plan members aged 65-89 years enrolled during 2011-2012 in three integrated healthcare systems participating in the Population-Based Research Optimizing Screening through Personalized Regimens consortium. Comorbidity measurements used the Charlson index. Analyses, conducted in 2015, comprised descriptive statistics and multivariable modeling that estimated age by comorbidity-specific percentages of patients for two outcomes: colorectal cancer screening uptake and follow-up of abnormal fecal blood tests. RESULTS: Among 846,267 patients, 72% were up-to-date with colorectal cancer screening. Of patients with a positive fecal blood test, 65% received follow-up colonoscopy within 3 months. Likelihood of being up-to-date and receiving timely follow-up was significantly lower for patients aged ≥76 years than their younger counterparts (p<0.001). Comorbidity was less influential than age and more strongly related to timely follow-up than being up-to-date. In all age groups, considerable numbers of patients with no/low comorbidity were not up-to-date or did not receive timely follow-up. CONCLUSIONS: In three integrated healthcare systems, many older, relatively healthy patients were not screening up-to-date, and some relatively young, healthy patients did not receive timely follow-up. Findings suggest a need for re-evaluating age-based screening guidelines and improving screening completion among the elderly.
Assuntos
Neoplasias Colorretais/diagnóstico , Comorbidade/tendências , Detecção Precoce de Câncer/métodos , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , California , Estudos de Coortes , Colonoscopia/estatística & dados numéricos , Feminino , Humanos , Estudos Longitudinais , Masculino , Programas de Rastreamento/estatística & dados numéricos , Sangue OcultoRESUMO
PURPOSE: We describe a novel algorithm for identifying transgender people and determining their male-to-female (MTF) or female-to-male (FTM) identity in electronic medical records of an integrated health system. METHODS: A computer program scanned Kaiser Permanente Georgia electronic medical records from January 2006 through December 2014 for relevant diagnostic codes, and presence of specific keywords (e.g., "transgender" or "transsexual") in clinical notes. Eligibility was verified by review of de-identified text strings containing targeted keywords, and if needed, by an additional in-depth review of records. Once transgender status was confirmed, FTM or MTF identity was assessed using a second program and another round of text string reviews. RESULTS: Of 813,737 members, 271 were identified as possibly transgender: 137 through keywords only, 25 through diagnostic codes only, and 109 through both codes and keywords. Of these individuals, 185 (68%, 95% confidence interval [CI]: 62%-74%) were confirmed as definitely transgender. The proportions (95% CIs) of definite transgender status among persons identified via keywords, diagnostic codes, and both were 45% (37%-54%), 56% (35%-75%), and 100% (96%-100%). Of the 185 definitely transgender people, 99 (54%, 95% CI: 46%-61%) were MTF, 84 (45%, 95% CI: 38%-53%) were FTM. For two persons, gender identity remained unknown. Prevalence of transgender people (per 100,000 members) was 4.4 (95% CI: 2.6-7.4) in 2006 and 38.7 (95% CI: 32.4-46.2) in 2014. CONCLUSIONS: The proposed method of identifying candidates for transgender health studies is low cost and relatively efficient. It can be applied in other similar health care systems.
Assuntos
Algoritmos , Técnicas de Apoio para a Decisão , Registros Eletrônicos de Saúde , Identidade de Gênero , Pessoas Transgênero/psicologia , Transexualidade/diagnóstico , Feminino , Georgia , Humanos , Masculino , Transexualidade/psicologiaRESUMO
AIMS: Screening colonoscopy's effectiveness in reducing risk of death from right colon cancers remains unclear. Methodological challenges of existing observational studies addressing this issue motivated the design of 'Effectiveness of Screening for Colorectal Cancer in Average-Risk Adults (SCOLAR)'. METHODS: SCOLAR is a nested case-control study based on two large integrated health systems. This affords access to a large, well-defined historical cohort linked to integrated data on cancer outcomes, patient eligibility, test indications and important confounders. RESULTS: We found electronic data adequate for excluding ineligible patients (except family history), but not the detailed information needed for test indication assignment. CONCLUSION: The lessons of SCOLAR's design and implementation may be useful for future studies seeking to evaluate the effectiveness of screening tests in community settings.
Assuntos
Colonoscopia/normas , Neoplasias Colorretais/mortalidade , Detecção Precoce de Câncer , Observação/métodos , Idoso , Estudos de Casos e Controles , Neoplasias Colorretais/diagnóstico , Feminino , Humanos , Masculino , Risco , Estados Unidos/epidemiologiaRESUMO
To identify factors associated with valid Autism Spectrum Disorder (ASD) diagnoses from electronic sources in large healthcare systems. We examined 1,272 charts from ASD diagnosed youth <18 years old. Expert reviewers classified diagnoses as confirmed, probable, possible, ruled out, or not enough information. A total of 845 were classified with 81% as a confirmed, probable, or possible ASD diagnosis. The predictors of valid ASD diagnoses were >2 diagnoses in the medical record (OR 2.94; 95% CI 2.03-4.25; p < 0.001) and being male (OR 1.51; 95% CI 1.05-2.17; p = 0.03). In large integrated healthcare settings, at least two diagnoses can be used to identify ASD patients for population-based research.
Assuntos
Transtorno do Espectro Autista/diagnóstico , Atenção à Saúde/métodos , Registros Eletrônicos de Saúde , Adolescente , Atenção à Saúde/normas , Feminino , Humanos , Masculino , Reprodutibilidade dos Testes , Sensibilidade e EspecificidadeRESUMO
BACKGROUND: Overweight and obesity are serious threats to health and increase healthcare utilization and costs. The Obesity Prevention Tailored for Health (OPT) study was designed to test the effectiveness of a family-based intervention targeting diet and physical activity. We describe the results of efforts to recruit parents and children enrolled in a large managed-care organization into the OPT study. METHODS: Parents with 10- to 12-year-old children were randomly selected from the membership of Kaiser Permanente Southern California, a large integrated health plan, and contacted between June 2010 and November 2011. We describe recruitment outcomes and compare characteristics of parents and children who did and did not participate. Information was collected from calls with parents and through the administrative and electronic medical records of the health plan. RESULTS: Of the 4,730 parents contacted, 16.1% expressed interest in participation (acceptors), 28.8% declined participation (refusers), 4.7% were ineligible, and, even after multiple attempts, we were unable to reach 50.4%. Slightly less than half of the acceptors (n = 361) were ultimately randomized to receive either the OPT program plus usual care or usual care alone (7.6% of all parents initially contacted). There were not any significant differences between acceptors who were or were not randomized. Overall, we found that acceptors were more likely to be female parents, have overweight/obese children, and higher utilization of outpatient visits by parents and children compared with refusers and those we were unable to reach. We found no differences in recruitment outcomes by body mass index or comorbidity score of the parents, level of physical activity of the parents and children, education of the parents, or household income. CONCLUSIONS: Recruiting parents and children into an obesity prevention program in a healthcare setting proved to be challenging and resource-intensive. Barriers and incentives for participation in obesity prevention programs need to be identified and addressed. Concern for the weight of their children may motivate parents to participate in family-based lifestyle interventions; however, the healthcare setting may be more relevant to weight-related treatment than to primary prevention. TRIAL REGISTRATION NUMBER: ISRCTN06248443, 30 January 2014.
Assuntos
Dieta , Exercício Físico , Seleção de Pacientes , Obesidade Infantil/prevenção & controle , Prevenção Primária/métodos , Comportamento de Redução do Risco , California/epidemiologia , Criança , Dieta/efeitos adversos , Registros Eletrônicos de Saúde , Feminino , Sistemas Pré-Pagos de Saúde , Humanos , Masculino , Obesidade Infantil/diagnóstico , Obesidade Infantil/etnologia , Tamanho da Amostra , Fatores SocioeconômicosRESUMO
BACKGROUND: The proportion of screening colonoscopic examinations performed by a physician that detect one or more adenomas (the adenoma detection rate) is a recommended quality measure. However, little is known about the association between this rate and patients' risks of a subsequent colorectal cancer (interval cancer) and death. METHODS: Using data from an integrated health care delivery organization, we evaluated the associations between the adenoma detection rate and the risks of colorectal cancer diagnosed 6 months to 10 years after colonoscopy and of cancer-related death. With the use of Cox regression, our estimates of attributable risk were adjusted for the demographic characteristics of the patients, indications for colonoscopy, and coexisting conditions. RESULTS: We evaluated 314,872 colonoscopies performed by 136 gastroenterologists; the adenoma detection rates ranged from 7.4 to 52.5%. During the follow-up period, we identified 712 interval colorectal adenocarcinomas, including 255 advanced-stage cancers, and 147 deaths from interval colorectal cancer. The unadjusted risks of interval cancer according to quintiles of adenoma detection rates, from lowest to highest, were 9.8, 8.6, 8.0, 7.0, and 4.8 cases per 10,000 person-years of follow-up, respectively. Among patients of physicians with adenoma detection rates in the highest quintile, as compared with patients of physicians with detection rates in the lowest quintile, the adjusted hazard ratio for any interval cancer was 0.52 (95% confidence interval [CI], 0.39 to 0.69), for advanced-stage interval cancer, 0.43 (95% CI, 0.29 to 0.64), and for fatal interval cancer, 0.38 (95% CI, 0.22 to 0.65). Each 1.0% increase in the adenoma detection rate was associated with a 3.0% decrease in the risk of cancer (hazard ratio, 0.97; 95% CI, 0.96 to 0.98). CONCLUSIONS: The adenoma detection rate was inversely associated with the risks of interval colorectal cancer, advanced-stage interval cancer, and fatal interval cancer. (Funded by the Kaiser Permanente Community Benefit program and the National Cancer Institute.).
Assuntos
Adenoma/epidemiologia , Adenoma/patologia , Neoplasias Colorretais/epidemiologia , Neoplasias Colorretais/patologia , Adenoma/mortalidade , Idoso , Colonoscopia , Neoplasias Colorretais/mortalidade , Humanos , Pessoa de Meia-Idade , Risco , Estados Unidos/epidemiologiaRESUMO
BACKGROUND: The definitive local therapy options for early-stage breast cancer are mastectomy and breast-conserving surgery followed by radiation therapy. Older women and those with comorbidities frequently receive breast-conserving surgery alone. The interaction of age and comorbidity with breast cancer severity and their impact on receipt of definitive therapy have not been well-studied. STUDY DESIGN: In a cohort of 1,837 women aged 65 years and older receiving treatment for early-stage breast cancer in 6 integrated health care delivery systems in 1990-1994 and followed for 10 years, we examined predictors of receiving nondefinitive local therapy and assessed the impact on breast cancer recurrence within levels of severity, defined as level of risk for recurrence. RESULTS: Age and comorbidity were associated with receipt of nondefinitive therapy. Compared with those at low risk, women at the highest risk were less likely to receive nondefinitive therapy (odds ratio = 0.32; 95% CI, 0.22-0.47), and women at moderate risk were about half as likely (odds ratio = 0.54; 95% CI, 0.35-0.84). Nondefinitive local therapy was associated with higher rates of recurrence among women at moderate (hazard ratio = 5.1; 95% CI, 1.9-13.5) and low risk (hazard ratio = 3.2; 95% CI, 1.1-8.9). The association among women at high risk was weak (hazard ratio = 1.3; 95% CI, 0.75-2.1). CONCLUSIONS: Among these older women with early-stage breast cancer, decisions about therapy partially balanced breast cancer severity against age and comorbidity. However, even among women at low risk, omitting definitive local therapy was associated with increased recurrence.
Assuntos
Neoplasias da Mama/patologia , Neoplasias da Mama/terapia , Recidiva Local de Neoplasia/patologia , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Neoplasias da Mama/complicações , Estudos de Coortes , Feminino , Humanos , Mastectomia , Estadiamento de Neoplasias , Radioterapia Adjuvante , Fatores de Risco , Resultado do TratamentoRESUMO
OBJECTIVE: To identify factors associated with delayed radiotherapy (RT) in older women with early-stage breast cancer. METHODS: We studied 541 women age >or=65 years diagnosed with early-stage breast cancer in 1990-1994 at 5 integrated healthcare delivery systems and treated with breast-conserving surgery and RT, but not chemotherapy. We examined whether demographic, tumor, or treatment characteristics were associated with RT delays of >8 weeks postsurgery using chi(2) tests and multivariable logistic regression. RESULTS: Seventy-six women (14%) had delayed RT, with a median delay of 14 weeks. Even though they had insurance and access to care, nonwhite and Hispanic women were much more likely than white women to have delayed RT (odds ratio = 3.3; 95% confidence interval = 1.7, 10) in multivariable analyses that controlled for demographic and clinical variables. CONCLUSIONS: Timely RT should be facilitated through physician and patient education, navigation, and notification programs to improve quality of care. Queues for RT appointments should be evaluated on an ongoing basis to ensure adequate access. Future research should examine modifiable barriers to RT timeliness and whether delays impact long-term outcomes.
Assuntos
Neoplasias da Mama/radioterapia , Prestação Integrada de Cuidados de Saúde , Idoso , Neoplasias da Mama/patologia , Feminino , Humanos , Análise Multivariada , Grupos Raciais , Fatores de Tempo , Estados UnidosRESUMO
BACKGROUND: Numerous modifiable factors have been associated with a reduced risk of colorectal cancer, including the chronic use of NSAIDs. Thus, it is biologically plausible that HMG-CoA reductase inhibitors (statins), therapeutic agents that also possess anti-inflammatory effects, are also associated with a lowered risk of colorectal cancer. OBJECTIVE: To examine the association between statin use and the risk of colorectal cancer in a large cohort of middle-aged men enrolled in a prepaid, integrated health maintenance organization. METHODS: We conducted a prospective cohort study of 69 115 Northern and Southern California Kaiser Permanente (KP) members aged 45-69 years who enrolled in the California Men's Health Study in 2002-3. Colorectal cancer cases were identified by linkage to the KP California Cancer Registries. Statin exposure, estimated from automated KP outpatient pharmacy records (available since 1991 in Southern California and 1994 in Northern California), was treated as time-varying. Cox proportional hazards regression analyses were used to estimate hazard ratios and 95% confidence intervals (CIs), while controlling for potential confounders. RESULTS: During a maximum of 3.5 years of follow-up, 171 colorectal cancer cases were identified. Compared with nonuse, the adjusted hazard ratio for ever use of statins was 0.89 (95% CI 0.61, 1.30). The hazard ratio for statin use of >or=5 years was 0.83 (95% CI 0.43, 1.63). The results did not differ markedly by type or severity of disease. There was also no evidence of effect modification by regular NSAID use. However, the stratified analyses were limited by small numbers. CONCLUSION: These findings provide little support for an association between the use of statins and the risk of colorectal cancer in men. There was some suggestion of a modest inverse association between statin use for >or=5 years and risk of colorectal cancer; however, the possibility that this observation may be related to regular NSAID use cannot be ruled out.