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1.  Confined to Ignorance: The Absence of Prisoner Information from Nationally Representative Health Data Sets 
Abtract
BACKGROUND
Incarceration is associated with poor health and high costs. Given the dramatic growth in the criminal justice system’s population and associated expenses, inclusion of questions related to incarceration in national health data sets could provide essential data to researchers, clinicians and policy-makers.
OBJECTIVE
To evaluate a representative sample of publically available national health data sets for their ability to be used to study the health of currently or formerly incarcerated persons and to identify opportunities to improve criminal justice questions in health data sets.
DESIGN & APPROACH
We reviewed the 36 data sets from the Society of General Internal Medicine Dataset Compendium related to individual health. Through content analysis using incarceration-related keywords, we identified data sets that could be used to study currently or formerly incarcerated persons, and we identified opportunities to improve the availability of relevant data.
KEY RESULTS
While 12 (33%) data sets returned keyword matches, none could be used to study incarcerated persons. Three (8%) could be used to study the health of formerly incarcerated individuals, but only one data set included multiple questions such as length of incarceration and age at incarceration. Missed opportunities included: (1) data sets that included current prisoners but did not record their status (10, 28%); (2) data sets that asked questions related to incarceration but did not specifically record a subject’s status as formerly incarcerated (8, 22%); and (3) longitudinal studies that dropped and/or failed to record persons who became incarcerated during the study (8, 22%).
CONCLUSIONS
Few health data sets can be used to evaluate the association between incarceration and health. Three types of changes to existing national health data sets could substantially expand the available data, including: recording incarceration status for study participants who are incarcerated; recording subjects’ history of incarceration when this data is already being collected; and expanding incarceration-related questions in studies that already record incarceration history.
doi:10.1007/s11606-011-1858-7
PMCID: PMC3270223  PMID: 21922160
incarceration; prisoner; data; health; disparities
2.  Health Disparities and the Criminal Justice System: An Agenda for Further Research and Action 
Although racial and ethnic minorities are more likely to be involved with the criminal justice system than whites in the USA, critical scientific gaps exist in our understanding of the relationship between the criminal justice system and the persistence of racial/ethnic health disparities. Individuals engaged with the criminal justice system are at risk for poor health outcomes. Furthermore, criminal justice involvement may have direct or indirect effects on health and health care. Racial/ethnic health disparities may be exacerbated or mitigated at several stages of the criminal justice system. Understanding and addressing the health of individuals involved in the criminal justice system is one component of a comprehensive strategy to reduce population health disparities and improve the health of our urban communities.
doi:10.1007/s11524-011-9614-1
PMCID: PMC3284594  PMID: 21915745
Prisons; Health disparities; Health care delivery
3.  Risk Factors for Cervical Cancer in Criminal Justice Settings 
Journal of Women's Health  2011;20(12):1839-1845.
Abstract
Background
Women in criminal justice settings have an increased prevalence of cervical cancer compared with the general population. However, little is known about abnormal cervical cancer screening results among women in jail and community-based criminal justice settings. Thus, the aims of this study were to compare the prevalence of self-reported abnormal Papanicolou (Pap) test results in women in jail and under community criminal justice supervision and to examine factors associated with abnormal Pap tests in these criminal justice settings.
Methods
We analyzed data from two cross-sectional surveys of women in jails and community corrections in two Southern cities (n=380) about their history of abnormal Pap tests and risk factors for cervical cancer. Univariate analyses (analysis of variance [ANOVA] and chi-square) and a binary logistic regression analysis were conducted to test associations between a history of abnormal Pap testing and factors known to be associated with cervical cancer.
Results
Nearly half of the women surveyed (n=163, 43%) reported ever having an abnormal Pap test. There was a high prevalence of risk factors for cervical cancer among women with and without an abnormal Pap test. After controlling for age and race, there were significant associations between an abnormal Pap test and inconsistent use of barrier protection (odds ratio [OR] 2.01, 95% confidence interval [CI] 1.18-3.43), having a history of gynecologic infections (OR 1.68, 95% CI 1.05-2.67), and having a history of sexually transmitted diseases (OR 1.92, 95% CI 1.17-3.15).
Conclusions
Women in jail and under community justice supervision reported a high prevalence of risk factors for cervical cancer. Because of their high prevalence of abnormal Pap testing, women in criminal justice settings may be appropriate targets for improved cervical cancer screening, prevention with human papillomavirus (HPV) vaccination, risk reduction education, and treatment.
doi:10.1089/jwh.2011.2864
PMCID: PMC3236985  PMID: 22004180
4.  Patient, Resident Physician, and Visit Factors Associated with Documentation of Sexual History in the Outpatient Setting 
ABSTRACT
BACKGROUND
Providers need an accurate sexual history for appropriate screening and counseling, but data on the patient, visit, and physician factors associated with sexual history-taking are limited.
OBJECTIVES
To assess patient, resident physician, and visit factors associated with documentation of a sexual history at health care maintenance (HCM) visits.
DESIGN
Retrospective cross-sectional chart review.
PARTICIPANTS
Review of all HCM clinic notes (n = 360) by 26 internal medicine residents from February to August of 2007 at two university-based outpatient clinics.
MEASUREMENTS
Documentation of sexual history and patient, resident, and visit factors were abstracted using structured tools. We employed a generalized estimating equations method to control for correlation between patients within residents. We performed multivariate analysis of the factors significantly associated with the outcome of documentation of at least one component of a sexual history.
KEY RESULTS
Among 360 charts reviewed, 25% documented at least one component of a sexual history with a mean percent by resident of 23% (SD = 18%). Factors positively associated with documentation were: concern about sexually transmitted infection (referent: no concern; OR = 4.2 [95% CI = 1.3–13.2]); genitourinary or abdominal complaint (referent: no complaint; OR = 4.3 [2.2–8.5]); performance of other HCM (referent: no HCM performed; OR = 3.2 [1.5–7.0]), and birth control use (referent: no birth control; OR = 3.0 [1.1, 7.8]). Factors negatively associated with documentation were: age groups 46–55, 56–65, and >65 (referent: 18–25; ORs = 0.1, 0.1, and 0.2 [0.0–0.6, 0.0–0.4, and 0.1–0.6]), and no specified marital status (referent: married; OR = 0.5 [0.3–0.8]).
CONCLUSIONS
Our findings highlight the need for an emphasis on documentation of a sexual history by internal medicine residents during routine HCM visits, especially in older and asymptomatic patients, to ensure adequate screening and counseling.
doi:10.1007/s11606-011-1711-z
PMCID: PMC3138976  PMID: 21523496
communication skills; medical education; aging; sexually transmitted disease; ambulatory care
5.  Return to drug use and overdose after release from prison: a qualitative study of risk and protective factors 
Background
Former inmates are at high risk for death from drug overdose, especially in the immediate post-release period. The purpose of the study is to understand the drug use experiences, perceptions of overdose risk, and experiences with overdose among former prisoners.
Methods
This qualitative study included former prison inmates (N = 29) who were recruited within two months after their release. Interviewers conducted in-person, semi-structured interviews which explored participants' experiences and perceptions. Transcripts were analyzed utilizing a team-based method of inductive analysis.
Results
The following themes emerged: 1) Relapse to drugs and alcohol occurred in a context of poor social support, medical co-morbidity and inadequate economic resources; 2) former inmates experienced ubiquitous exposure to drugs in their living environments; 3) intentional overdose was considered "a way out" given situational stressors, and accidental overdose was perceived as related to decreased tolerance; and 4) protective factors included structured drug treatment programs, spirituality/religion, community-based resources (including self-help groups), and family.
Conclusions
Former inmates return to environments that strongly trigger relapse to drug use and put them at risk for overdose. Interventions to prevent overdose after release from prison may benefit from including structured treatment with gradual transition to the community, enhanced protective factors, and reductions of environmental triggers to use drugs.
doi:10.1186/1940-0640-7-3
PMCID: PMC3414824  PMID: 22966409
Drug use; Overdose; Prisoners; Relapse; Prison re-entry
6.  Gender Differences in Chronic Medical, Psychiatric, and Substance-Dependence Disorders Among Jail Inmates 
American journal of public health  2009;100(3):476-482.
Objectives
We investigated whether there were gender differences in chronic medical, psychiatric, and substance-dependence disorders among jail inmates and whether substance dependence mediated any gender differences found.
Methods
We analyzed data from a nationally representative survey of 6982 US jail inmates. Weighted estimates of disease prevalence were calculated by gender for chronic medical disorders (cancer, hypertension, diabetes, arthritis, asthma, hepatitis, and cirrhosis), psychiatric disorders (depressive, bipolar, psychotic, posttraumatic stress, anxiety, and personality), and substance-dependence disorders. We conducted logistic regression to examine the relationship between gender and these disorders.
Results
Compared with men, women had a significantly higher prevalence of all medical and psychiatric conditions (P≤.01 for each) and drug dependence (P<.001), but women had a lower prevalence of alcohol dependence (P<.001). Gender differences persisted after adjustment for sociodemographic factors and substance dependence.
Conclusions
Women in jail had a higher burden of chronic medical disorders, psychiatric disorders, and drug dependence than men, including conditions found more commonly in men in the general population. Thus, there is a need for targeted attention to the chronic medical, psychiatric, and drug-treatment needs of women at risk for incarceration, both in jail and after release.
doi:10.2105/AJPH.2008.149591
PMCID: PMC2820077  PMID: 19696388
7.  Release from Prison — A High Risk of Death for Former Inmates 
The New England journal of medicine  2007;356(2):157-165.
BACKGROUND
The U.S. population of former prison inmates is large and growing. The period immediately after release may be challenging for former inmates and may involve substantial health risks. We studied the risk of death among former inmates soon after their release from Washington State prisons.
METHODS
We conducted a retrospective cohort study of all inmates released from the Washington State Department of Corrections from July 1999 through December 2003. Prison records were linked to the National Death Index. Data for comparison with Washington State residents were obtained from the Wide-ranging OnLine Data for Epidemiologic Research system of the Centers for Disease Control and Prevention. Mortality rates among former inmates were compared with those among other state residents with the use of indirect standardization and adjustment for age, sex, and race.
RESULTS
Of 30,237 released inmates, 443 died during a mean follow-up period of 1.9 years. The overall mortality rate was 777 deaths per 100,000 person-years. The adjusted risk of death among former inmates was 3.5 times that among other state residents (95% confidence interval [CI], 3.2 to 3.8). During the first 2 weeks after release, the risk of death among former inmates was 12.7 (95% CI, 9.2 to 17.4) times that among other state residents, with a markedly elevated relative risk of death from drug overdose (129; 95% CI, 89 to 186). The leading causes of death among former inmates were drug overdose, cardiovascular disease, homicide, and suicide.
CONCLUSIONS
Former prison inmates were at high risk for death after release from prison, particularly during the first 2 weeks. Interventions are necessary to reduce the risk of death after release from prison.
doi:10.1056/NEJMsa064115
PMCID: PMC2836121  PMID: 17215533
8.  Predictors of Hospitalization for Injection Drug Users Seeking Care for Soft Tissue Infections 
BACKGROUND
Soft tissue infections (STIs) from injection drug use are a common cause of Emergency Department visits, hospitalizations, and operating room procedures, yet little is known about factors that may predict the need for these costly medical services.
OBJECTIVE
To describe a cohort of injection drug users seeking Emergency Department care for STIs and to identify risk factors associated with hospitalization. We hypothesized that participants who delayed seeking care would be hospitalized more often than those who did not.
DESIGN
Cohort study using in-person structured interviews and medical record review. Logistic regression assessed the association between hospital admission and delay in seeking care as well as other demographic, clinical, and psychosocial factors.
PARTICIPANTS
Injection drug users who sought Emergency Department care for STIs from May 2001 to March 2002.
RESULTS
Of the 136 participants, 55 (40%) were admitted to the hospital. Delay in seeking care was not associated with hospital admission. Participants admitted for their infection were significantly more likely to be living in a shelter (P = .01) and to report being hospitalized 2 or more times in the past year (P < .01).
CONCLUSIONS
We identified a subpopulation of injection drug users, mostly living in shelters, who were hospitalized frequently in the past year and who were more likely to be hospitalized for their current infections compared to others. As members of this subpopulation can be easily identified and located, they may benefit from interventions to reduce the health care utilization resulting from these infections.
doi:10.1007/s11606-006-0079-y
PMCID: PMC1824763  PMID: 17356973
injection drug use; soft tissue infection; cellulitis; abscess; substance abuse
9.  Predictors of Hospitalization for Injection Drug Users Seeking Care for Soft Tissue Infections 
BACKGROUND
Soft tissue infections (STIs) from injection drug use are a common cause of Emergency Department visits, hospitalizations, and operating room procedures, yet little is known about factors that may predict the need for these costly medical services.
OBJECTIVE
To describe a cohort of injection drug users seeking Emergency Department care for STIs and to identify risk factors associated with hospitalization. We hypothesized that participants who delayed seeking care would be hospitalized more often than those who did not.
DESIGN
Cohort study using in-person structured interviews and medical record review. Logistic regression assessed the association between hospital admission and delay in seeking care as well as other demographic, clinical, and psychosocial factors.
PARTICIPANTS
Injection drug users who sought Emergency Department care for STIs from May 2001 to March 2002.
RESULTS
Of the 136 participants, 55 (40%) were admitted to the hospital. Delay in seeking care was not associated with hospital admission. Participants admitted for their infection were significantly more likely to be living in a shelter (P = .01) and to report being hospitalized 2 or more times in the past year (P < .01).
CONCLUSIONS
We identified a subpopulation of injection drug users, mostly living in shelters, who were hospitalized frequently in the past year and who were more likely to be hospitalized for their current infections compared to others. As members of this subpopulation can be easily identified and located, they may benefit from interventions to reduce the health care utilization resulting from these infections.
doi:10.1007/s11606-006-0079-y
PMCID: PMC1824763  PMID: 17356973
injection drug use; soft tissue infection; cellulitis; abscess; substance abuse
10.  Meta-analysis of drug-related deaths soon after release from prison 
Addiction (Abingdon, England)  2010;105(9):1545-1554.
Aims
The transition from prison back into the community is particularly hazardous for drug-using offenders whose tolerance for heroin has been reduced by imprisonment. Studies have indicated an increased risk of drug-related death soon after release from prison, particularly in the first 2 weeks. For precise, up-to-date understanding of these risks, a meta-analysis was conducted on the risk of drug-related death in weeks 1 + 2 and 3 + 4 compared with later 2-week periods in the first 12 weeks after release from prison.
Methods
English-language studies were identified that followed up adult prisoners for mortality from time of index release for at least 12 weeks. Six studies from six prison systems met the inclusion criteria and relevant data were extracted independently.
Results
These studies contributed a total of 69 093 person-years and 1033 deaths in the first 12 weeks after release, of which 612 were drug-related. A three- to eightfold increased risk of drug-related death was found when comparing weeks 1 + 2 with weeks 3–12, with notable heterogeneity between countries: United Kingdom, 7.5 (95% CI: 5.7–9.9); Australia, 4.0 (95% CI: 3.4–4.8); Washington State, USA, 8.4 (95% CI: 5.0–14.2) and New Mexico State, USA, 3.1 (95% CI: 1.3–7.1). Comparing weeks 3 + 4 with weeks 5–12, the pooled relative risk was: 1.7 (95% CI: 1.3–2.2).
Conclusions
These findings confirm that there is an increased risk of drug-related death during the first 2 weeks after release from prison and that the risk remains elevated up to at least the fourth week.
doi:10.1111/j.1360-0443.2010.02990.x
PMCID: PMC2955973  PMID: 20579009
street drugs; substance-related disorders; mortality; overdose; prisons; prisoners; meta-analysis

Results 1-10 (10)