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1.
MMWR Morb Mortal Wkly Rep ; 72(47): 1281-1287, 2023 Nov 24.
Article in English | MEDLINE | ID: mdl-37991986

ABSTRACT

Untreated syphilis can lead to ocular syphilis, otosyphilis, and neurosyphilis, conditions resulting from Treponema pallidum infection of the eye, inner ear, or central nervous system. During March-July 2022, Michigan public health officials identified a cluster of ocular syphilis cases. The public health response included case investigation, partner notification, dissemination of health alerts, patient referral to a public health clinic for diagnosis and treatment, hospital care coordination, and specimen collection for T. pallidum molecular typing. Five cases occurred among southwest Michigan women, all of whom had the same male sex partner. The women were aged 40-60 years, HIV-negative, and identified as non-Hispanic White race; the disease was staged as early syphilis, and all patients were hospitalized and treated with intravenous penicillin. The common male sex partner was determined to have early latent syphilis and never developed ocular syphilis. No additional transmission was identified after the common male partner's treatment. Due to lack of genetic material in limited specimens, syphilis molecular typing was not possible. A common heterosexual partner in an ocular syphilis cluster has not been previously documented and suggests that an unidentified strain of T. pallidum might have been associated with increased risk for systemic manifestations of syphilis. A high index of clinical suspicion and thorough sexual history are critical to diagnosing ocular syphilis, otosyphilis, and neurosyphilis. Coordination of disease surveillance with disease intervention specialist investigation and treatment referral can interrupt syphilis transmission.


Subject(s)
Eye Infections, Bacterial , Neurosyphilis , Syphilis , Humans , Male , Female , Syphilis/diagnosis , Syphilis/epidemiology , Sexual Partners , Michigan/epidemiology , Neurosyphilis/diagnosis , Neurosyphilis/epidemiology , Neurosyphilis/complications , Treponema pallidum/genetics , Eye Infections, Bacterial/epidemiology , Eye Infections, Bacterial/complications , Eye Infections, Bacterial/diagnosis
2.
Sex Transm Dis ; 49(2): 160-165, 2022 02 01.
Article in English | MEDLINE | ID: mdl-34310526

ABSTRACT

BACKGROUND: Disease intervention specialists (DIS) prevent syphilis by ensuring treatment for patients' sex partners through partner notification (PN). Different interpretations of how to measure partners treated due to DIS efforts complicates PN evaluation. We measured PN impact by counting partners treated for syphilis after DIS interviewed the patient. METHODS: We reviewed data from early syphilis cases reported during the 2015-2017 period in 7 jurisdictions. We compared infected partners brought to treatment using the following: (1) DIS-assigned disposition codes or (2) all infected partners treated 0 to 90 days after the patient's interview (adjusted treatment estimate). Stratified analyses assessed patient characteristics associated with the adjusted treatment estimate. RESULTS: Disease intervention specialists interviewed 23,613 patients who reported 20,890 partners with locating information. Many of the 3569 (17.1%) partners classified by DIS as brought to treatment were treated before the patient was interviewed. There were 2359 (11.3%) partners treated 0 to 90 days after the patient's interview. Treatment estimates were more consistent between programs when measured using our adjusted estimates (range, 6.1%-14.8% per patient interviewed) compared with DIS-assigned disposition (range, 6.1%-28.3%). Treatment for ≥1 partner occurred after 9.0% of interviews and was more likely if the patient was a woman (17.9%), younger than 25 years (12.6%), interviewed ≤7 days from diagnosis (13.9%), HIV negative (12.6%), or had no reported history of syphilis (9.8%). CONCLUSIONS: Counting infected partners treated 0 to 90 days after interview reduced variability in reporting and facilitates quality assurance. Identifying programs and DIS who are particularly good at finding and treating partners could improve program impact.


Subject(s)
Contact Tracing , Syphilis , Female , Humans , Sexual Partners , Syphilis/diagnosis , Syphilis/epidemiology , Syphilis/prevention & control
3.
Sex Transm Dis ; 49(8): 576-581, 2022 08 01.
Article in English | MEDLINE | ID: mdl-35533017

ABSTRACT

BACKGROUND: Shigella species, which cause acute diarrheal disease, are transmitted via fecal-oral and sexual contact. To better understand the overlapping populations affected by Shigella infections and sexually transmitted infections (STIs) in the United States, we examined the occurrence of reported STIs within 24 months among shigellosis case-patients. METHODS: Culture-confirmed Shigella cases diagnosed from 2007 to 2016 among residents of 6 US jurisdictions were matched to reports of STIs (chlamydia, gonorrhea, and all stages of syphilis) diagnosed 12 months before or after the shigellosis case. We examined epidemiologic characteristics and reported temporal trends of Shigella cases by sex and species. RESULTS: From 2007 to 2016, 10,430 shigellosis cases were reported. The annual number of reported shigellosis cases across jurisdictions increased 70%, from 821 cases in 2007 to 1398 cases in 2016; males saw a larger increase compared with females. Twenty percent of male shigellosis case-patients had an STI reported in the reference period versus 4% of female case-patients. The percentage of male shigellosis case-patients with an STI increased from 11% (2007) to 28% (2016); the overall percentage among females remained low. CONCLUSIONS: We highlight the substantial proportion of males with shigellosis who were diagnosed with STIs within 24 months and the benefit of matching data across programs. Sexually transmitted infection screening may be warranted for male shigellosis case-patients.


Subject(s)
Chlamydia Infections , Dysentery, Bacillary , Gonorrhea , HIV Infections , Sexually Transmitted Diseases, Bacterial , Sexually Transmitted Diseases , Syphilis , Chlamydia Infections/epidemiology , Dysentery, Bacillary/epidemiology , Female , Gonorrhea/epidemiology , HIV Infections/epidemiology , Humans , Male , Sexually Transmitted Diseases/prevention & control , Sexually Transmitted Diseases, Bacterial/epidemiology , Syphilis/epidemiology , United States/epidemiology
4.
Sex Transm Dis ; 48(5): e64-e67, 2021 05 01.
Article in English | MEDLINE | ID: mdl-32842046

ABSTRACT

ABSTRACT: We conducted a survey among women attending an urban public sexually transmitted disease clinic to determine the type and frequency of intravaginal cleansing practices. Both intravaginal washing and douching were frequent, performed mostly for routine hygiene, and associated with self-report of sexually transmitted infection and bacterial vaginosis (douching and intravaginal washing).


Subject(s)
Sexually Transmitted Diseases , Vaginosis, Bacterial , Female , Humans , Philadelphia , Sexually Transmitted Diseases/epidemiology , Sexually Transmitted Diseases/prevention & control , Therapeutic Irrigation , Vaginal Douching/adverse effects , Vaginosis, Bacterial/epidemiology
5.
Sex Transm Dis ; 48(12): e228-e235, 2021 12 01.
Article in English | MEDLINE | ID: mdl-34091582

ABSTRACT

ABSTRACT: Since 2010, reported chlamydia and gonorrhea rates decreased among Black women aged 15 to 19 years and were stable for Black women aged 20 to 24 years in the United States. Rates increased for older Black women aged 25 to 39 years and all White women. The Black/White rate ratio decreased across age groups. We examined whether trends in reported rates reflected changing prevalence or changing screening. We analyzed trends in reported chlamydia and gonorrhea rates from 2010 to 2018 among women in the United States aged 15 to 39 years by age and race/ethnicity subgroup, state, and reporting source. Most jurisdictions reported decreased chlamydia and gonorrhea rates among Black teens and increased rates among White teens and older women. Between 2010 and 2018, public clinics reported fewer cases, especially among young Black women, that were not restored by increases elsewhere. We reviewed literature on trends in screening, prevalence, and sequelae. Family planning clinics annual reports showed chlamydia tests among women younger than 25 years decreased by 541,573 tests (-38%) in 2018 compared with 2010 and the number of women visiting sexually transmitted disease clinics had decreased 50% by 2016 compared with 2010. Prevalence of chlamydia in a sentinel population (Job Corps) was unchanged for Black women younger than 25 years and increased for Whites aged 20 to 24 years. Sequelae trends using data from a large all-payer emergency department database were mixed: pelvic inflammatory disease decreased, whereas ectopic pregnancy increased. Decreases in testing at public clinics likely missed diagnoses among young Black women, a group traditionally at highest risk and in need of more testing. Innovative approaches to screening are needed.


Subject(s)
Chlamydia Infections , Chlamydia , Gonorrhea , Adolescent , Aged , Chlamydia Infections/diagnosis , Chlamydia Infections/epidemiology , Female , Gonorrhea/diagnosis , Gonorrhea/epidemiology , Humans , Mass Screening , Pregnancy , Prevalence , United States/epidemiology
6.
Sex Transm Dis ; 48(3): 152-160, 2021 03 01.
Article in English | MEDLINE | ID: mdl-32910033

ABSTRACT

BACKGROUND: In 2010 to 2017, rates of reported chlamydia decreased among young Black women but increased for White women and all men. Because chlamydia case rates can be influenced by changes in prevalence, screening, and other factors, we compared chlamydia prevalence trends in a sentinel population with national case rate trends to understand potential drivers of case rate trends. METHODS: Chlamydia prevalence was calculated annually among 16- to 24-year-old entrants to the National Job Training Program (NJTP) in 2010 to 2017. An expectation-maximization-based maximum likelihood approach was used to adjust for misclassification due to imperfect test sensitivity and specificity. Models were stratified by sex, age, and race/ethnicity. A statistically significant trend in prevalence was defined as nonoverlapping 95% confidence intervals comparing 2010 and 2017. Trends in chlamydia prevalence were compared with trends in case rates using percentage change over time; relative changes ≥10% were considered meaningful. RESULTS: Among NJTP entrants in 2010 to 2017, chlamydia prevalence was stable for all Black women, whereas case rates decreased for adolescents (-12%) and were stable for 20- to 24-year-olds (-4%). Among adolescent White women, prevalence was stable, whereas case rates increased (+30%). For White women aged 20 to 24 years, prevalence increased +62% and case rates increased +43%. Trends in prevalence differed from trends in case rates for all subgroups of men. CONCLUSIONS: Prevalence trends in this sentinel population differed from national case rate trends for Black women, White women, and men, suggesting potential decreased screening among Black women aged 16 to 19 years, increased prevalence among White women aged 20 to 24 years, and increased screening among men.


Subject(s)
Chlamydia Infections , Adolescent , Adult , Chlamydia Infections/diagnosis , Chlamydia Infections/epidemiology , Chlamydia trachomatis , Female , Humans , Likelihood Functions , Male , Mass Screening , Prevalence , United States/epidemiology , White People , Young Adult
7.
MMWR Morb Mortal Wkly Rep ; 70(25): 922-927, 2021 Jun 25.
Article in English | MEDLINE | ID: mdl-34166331

ABSTRACT

The U.S. COVID-19 vaccination program launched on December 14, 2020. The Advisory Committee on Immunization Practices recommended prioritizing COVID-19 vaccination for specific groups of the U.S. population who were at highest risk for COVID-19 hospitalization and death, including adults aged ≥75 years*; implementation varied by state, and eligibility was gradually expanded to persons aged ≥65 years beginning in January 2021. By April 19, 2021, eligibility was expanded to all adults aged ≥18 years nationwide.† To assess patterns of COVID-19 vaccination coverage among U.S. adults, CDC analyzed data submitted on vaccinations administered during December 14, 2020-May 22, 2021, by age, sex, and community-level characteristics. By May 22, 2021, 57.0% of persons aged ≥18 years had received ≥1 COVID-19 vaccine dose; coverage was highest among persons aged ≥65 years (80.0%) and lowest among persons aged 18-29 years (38.3%). During the week beginning February 7, 2021, vaccination initiation among adults aged ≥65 years peaked at 8.2%, whereas weekly initiation among other age groups peaked later and at lower levels. During April 19-May 22, 2021, the period following expanded eligibility to all adults, weekly initiation remained <4.0% and decreased for all age groups, including persons aged 18-29 years (3.6% to 1.9%) and 30-49 years (3.5% to 1.7%); based on the current rate of weekly initiation (as of May 22), younger persons will not reach the same levels of coverage as older persons by the end of August. Across all age groups, coverage (≥1 dose) was lower among men compared with women, except among adults aged ≥65 years, and lower among persons living in counties that were less urban, had higher social vulnerabilities, or had higher percentages of social determinants of poor health. Continued efforts to improve vaccination confidence and alleviate barriers to vaccination initiation, especially among adults aged 18-49 years, could improve vaccination coverage.


Subject(s)
COVID-19 Vaccines/administration & dosage , Vaccination Coverage/statistics & numerical data , Adolescent , Adult , Aged , COVID-19/epidemiology , COVID-19/prevention & control , Female , Humans , Male , Middle Aged , United States/epidemiology , Young Adult
8.
Sex Transm Dis ; 47(12): 811-818, 2020 12.
Article in English | MEDLINE | ID: mdl-32890335

ABSTRACT

BACKGROUND: Reducing transmission depends on the percentage of infected partners treated; if many are missed, impact on transmission will be low. Traditional partner services metrics evaluate the number of partners found and treated. We estimated the proportion of partners of syphilis patients not locatable for intervention. METHODS: We reviewed records of early syphilis cases (primary, secondary, early latent) reported in 2015 to 2017 in 7 jurisdictions (Florida, Louisiana, Michigan, North Carolina, Virginia, New York City, and San Francisco). Among interviewed syphilis patients, we determined the proportion who reported named partners (with locating information), reported unnamed partners (no locating information), and did not report partners. For patients with no reported partners, we estimated their range of unreported partners to be between one and the average number of partners for patients who reported partners. RESULTS: Among 29,719 syphilis patients, 23,613 (80%) were interviewed and 18,581 (63%) reported 84,224 sex partners (average, 4.5; 20,853 [25%] named and 63,371 [75%] unnamed). An estimated 11,138 to 54,521 partners were unreported. Thus, 74,509 to 117,892 (of 95,362-138,745) partners were not reached by partner services (78%-85%). Among interviewed patients, 71% reported ≥1 unnamed partner or reported no partners; this proportion was higher for men who reported sex with men (75%) compared with men who reported sex with women only (65%) and women (44%). CONCLUSIONS: Approximately 80% of sex partners were either unnamed or unreported. Partner services may be less successful at interrupting transmission in networks for men who reported sex with men where a higher proportion of partners are unnamed or unreported.


Subject(s)
Contact Tracing , Heterosexuality , Homosexuality, Male/statistics & numerical data , Sexual Partners , Syphilis/diagnosis , Syphilis/prevention & control , Female , Humans , Interviews as Topic , Male , Sexual Behavior , Syphilis/epidemiology , United States/epidemiology
9.
Matern Child Nutr ; 12(3): 558-68, 2016 07.
Article in English | MEDLINE | ID: mdl-25138565

ABSTRACT

The objective of this study was to estimate whether maternal history of childhood maltreatment was associated with pre-pregnancy obesity or excessive gestational weight gain. Pregnant women (n = 472) reported pre-pregnancy weight and height and gestational weight gain and were followed up to 16 years post-partum when they reported maltreatment on the Childhood Trauma Questionnaire (CTQ). CTQ score ranged from no maltreatment (25) to severe maltreatment (125). Prenatal mental health modified the association between CTQ score and maternal weight (P < 0.15), and thus stratified models are presented. After adjusting for race, prenatal tobacco, marijuana and alcohol use, a one standard deviation (1 SD) increase in CTQ score was associated with a 45% increase in the risk of pre-pregnancy obesity among the 141 women with elevated anxiety (≥75th percentile on the State Trait Anxiety Inventory) [relative risk, RR (95% confidence interval, CI): 1.45 (1.12, 1.88)], but was not associated among less anxious (<75th percentile) women [RR (95% CI): 1.10 (0.81, 1.51)]. Risk of excessive gestational weight gain was higher [adjusted RR (95% CI): 1.21 (1.07, 1.37)] with every 1 SD increase in CTQ score for anxious women. No association was observed for less anxious women [adjusted RR (95% CI): 0.89 (0.78, 1.02)]. Prenatal depression similarly modified the association between maltreatment and weight gain. Factors such as psychological status and traumatic experiences in early childhood may contribute to pre-pregnancy obesity and excessive gestational weight gain.


Subject(s)
Adult Survivors of Child Abuse/psychology , Obesity/epidemiology , Obesity/psychology , Weight Gain , Adult , Anxiety/epidemiology , Body Mass Index , Child , Child Abuse/psychology , Female , Follow-Up Studies , Humans , Postpartum Period , Pregnancy , Prevalence , Retrospective Studies , Risk Assessment , Risk Factors , Surveys and Questionnaires , Young Adult
10.
Ann Nutr Metab ; 67(1): 49-57, 2015.
Article in English | MEDLINE | ID: mdl-26279171

ABSTRACT

BACKGROUND: Excessive gestational weight gain (GWG) increases the risk of childhood obesity, but little is known about its association with infant growth patterns. AIM: The aim of this study was to examine the association between GWG and infant growth patterns. METHODS: Pregnant women (n = 743) self-reported GWG at delivery, which we classified as inadequate, adequate or excessive based on the current guidelines. Offspring weight-for-age z-score (WAZ), length-for-age z-score (LAZ (with height-for-age (HAZ) in place of length at 36 months)) and body mass index z-score (BMIZ) were calculated at birth, 8, 18 and 36 months using the 2006 World Health Organization growth standards. Linear mixed models estimated the change in z-score from birth to 36 months by GWG. RESULTS: The mean (SD) WAZ was -0.22 (1.20) at birth. Overall, WAZ and BMIZ increased from birth to, approximately, 24 months and decreased from 24 to 36 months, while LAZ/HAZ decreased from birth through 36 months. Excessive GWG was associated with higher offspring WAZ and BMIZ at birth, 8 and 36 months, and higher HAZ at 36 months, compared with adequate GWG. Compared with the same referent, inadequate GWG was associated with smaller WAZ and BMIZ at birth and 8 months. CONCLUSION: Excessive GWG may predispose infants to obesogenic growth patterns, while inadequate GWG may not have a lasting impact on infant growth.


Subject(s)
Birth Weight , Body Weight/physiology , Growth/physiology , Prenatal Nutritional Physiological Phenomena/physiology , Weight Gain/physiology , Adult , Body Mass Index , Child, Preschool , Female , Humans , Infant , Infant, Newborn , Male , Pediatric Obesity/etiology , Pregnancy , Young Adult
11.
Epidemiology ; 25(2): 207-14, 2014 Mar.
Article in English | MEDLINE | ID: mdl-24457526

ABSTRACT

BACKGROUND: We sought to determine the association between maternal vitamin D status at ≤26 weeks' gestation and the risk of preeclampsia by clinical subtype. METHODS: We conducted a case-cohort study among women enrolled at 12 US sites from 1959 to 1966 in the Collaborative Perinatal Project. In serum collected at ≤26 weeks' gestation (median 20.9 weeks) from 717 women who later developed preeclampsia (560 mild and 157 severe cases) and from 2986 mothers without preeclampsia, we measured serum 25-hydroxyvitamin D, over 40 years later, using liquid chromatography-tandem mass spectrometry. RESULTS: Half of women in the subcohort had 25-hydroxyvitamin D (25(OH)D) >50 nmol/L. Maternal 25(OH)D 50 to 74.9 nmol/L was associated with a reduction in the absolute and relative risk of preeclampsia and mild preeclampsia compared with 25(OH)D <30 nmol/L in the crude analysis but not after adjustment for confounders, including race, prepregnancy body mass index, and parity. For severe preeclampsia, 25(OH)D ≥50 nmol/L was associated with a reduction in three cases per 1000 pregnancies (adjusted risk difference = -0.003 [95% confidence interval = -0.005 to 0.0002]) and a 40% reduction in risk (0.65 [0.43 to 0.98]) compared with 25(OH)D <50 nmol/L. Conclusions were unchanged (1) after restricting to women with 25(OH)D measured before 22 weeks' gestation or (2) with formal sensitivity analyses for unmeasured confounding. CONCLUSIONS: Maternal vitamin D deficiency may be a risk factor for severe preeclampsia but not for its mild subtypes. Contemporary cohorts with large numbers of severe preeclampsia cases would be needed to confirm or refute these findings.


Subject(s)
Pre-Eclampsia/etiology , Vitamin D Deficiency/complications , Adult , Biomarkers/blood , Case-Control Studies , Chromatography, Liquid , Female , Humans , Logistic Models , Markov Chains , Monte Carlo Method , Odds Ratio , Pregnancy , Pregnancy Trimester, First/blood , Pregnancy Trimester, Second/blood , Risk Factors , Severity of Illness Index , Tandem Mass Spectrometry , Vitamin D/analogs & derivatives , Vitamin D/blood , Vitamin D Deficiency/blood , Vitamin D Deficiency/diagnosis
12.
J Acquir Immune Defic Syndr ; 95(1): 6-9, 2024 01 01.
Article in English | MEDLINE | ID: mdl-37797232

ABSTRACT

INTRODUCTION: People living with HIV (PLWH) have higher prevalence of adverse COVID-19 outcomes, and many reside in socially vulnerable communities. Our aim was to evaluate how engagement in HIV care may increase vaccination likelihood. METHODS: Michigan HIV surveillance data were extracted from the Enhanced HIV/AIDS Reporting System and matched at the person-level to COVID-19 vaccination records from the Michigan Care Improvement Registry (through December 31, 2021 [n = 15,537]). Based on residential census tract, we classified PLWH into quartiles (<25th percentile [least vulnerable], 25th to <50th, 50th to <75th, ≥75th [most vulnerable]) of the 2018 CDC Social Vulnerability Index. Using log binomial regression, we estimated the relative prevalence of COVID-19 vaccine series initiation among PLWH by quartile of social vulnerability and Ryan White participation; models were adjusted for covariates. RESULTS: By December 31, 2021, 67% of PLWH in Michigan had initiated a COVID-19 vaccine series; 47% resided in an area deemed most vulnerable and 54% had participated in Ryan White services. Compared with PLWH in the most vulnerable quartile, those who resided in least vulnerable quartiles had higher prevalence of vaccine initiation (Prevalence Ratio [95% Confidence Interval]: 1.67 [1.50 to 1.86]). Participants in Ryan White had greater prevalence of initiation (1.52 [1.42 to 1.62]) compared with those who were not participants; initiation remained higher when adjusted for covariates including social vulnerability quartile. CONCLUSIONS: Ryan White participation was associated with increased COVID-19 vaccine initiation regardless of community-level vulnerability. Wraparound services may be key in vaccine promotion interventions in this vulnerable population.


Subject(s)
COVID-19 , HIV Infections , Humans , HIV , HIV Infections/complications , HIV Infections/epidemiology , COVID-19 Vaccines , Michigan/epidemiology , Prevalence , COVID-19/epidemiology , COVID-19/prevention & control , Vaccination
13.
J Appl Gerontol ; 30(6): 744-778, 2011 Dec.
Article in English | MEDLINE | ID: mdl-29480085

ABSTRACT

Nursing home report cards can be potentially key tools for disseminating information to consumers. However, few accounts of state-based nursing home report cards are available. In the research presented here, the scale, scope, utility, and changes over time in these nursing home report cards are described. This article finds that the number of report cards has increased from 24 in 2003 to 29 in 2009. The quality information presented varies considerably; however, deficiency citations are still the most frequently reported quality indicators. The utility of report cards varies considerably. The authors present their opinions of features that seem most conducive for consumer use of these report cards.

14.
Am J Med Qual ; 25(2): 116-27, 2010.
Article in English | MEDLINE | ID: mdl-20130164

ABSTRACT

Information technology (IT) has been recommended to improve the quality of health care. Nursing homes use very little IT, but they have been required by the federal government to electronically submit resident assessments (via commercial Minimum Data Set [MDS] software). This article examines whether use of the advanced IT features commonly found in commercial MDS software is associated with better quality of care. This study employed a national survey of US nursing home administrators (N = 2397) regarding the use of 12 advanced IT features in commercial MDS software. Overall, the effects of using advanced IT features in commercial MDS software on quality were highly significant (P < .01) when controlling for the prior years quality as well as facility characteristics. Although nursing homes have been slow to adopt IT, the use of the identified IT in MDS software packages appears to offer the promise to improve quality of care.


Subject(s)
Home Care Services/standards , Information Systems , Quality Assurance, Health Care/standards , Health Care Surveys , Humans , Medical Informatics , Quality Indicators, Health Care , Software , United States
15.
Obesity (Silver Spring) ; 18(11): 2184-90, 2010 Nov.
Article in English | MEDLINE | ID: mdl-20168307

ABSTRACT

Prepregnancy BMI is a widely used marker of maternal nutritional status that relies on maternal self-report of prepregnancy weight and height. Pregravid BMI has been associated with adverse health outcomes for the mother and infant, but the impact of BMI misclassification on measures of effect has not been quantified. The authors applied published probabilistic bias analysis methods to quantify the impact of exposure misclassification bias on well-established associations between self-reported prepregnancy BMI category and five pregnancy outcomes (small for gestational age (SGA) and large for gestational age (LGA) birth, spontaneous preterm birth (sPTB), gestational diabetes mellitus (GDM), and preeclampsia) derived from a hospital-based delivery database in Pittsburgh, PA (2003-2005; n = 18,362). The bias analysis method recreates the data that would have been observed had BMI been correctly classified, assuming given classification parameters. The point estimates derived from the bias analysis account for random error as well as systematic error caused by exposure misclassification bias and additional uncertainty contributed by classification errors. In conventional multivariable logistic regression models, underweight women were at increased risk of SGA and sPTB, and reduced risk of LGA, whereas overweight, obese, and severely obese women had elevated risks of LGA, GDM, and preeclampsia compared with normal-weight women. After applying the probabilistic bias analysis method, adjusted point estimates were attenuated, indicating the conventional estimates were biased away from the null. However, the majority of relations remained readily apparent. This analysis suggests that in this population, associations between self-reported prepregnancy BMI and pregnancy outcomes are slightly overestimated.


Subject(s)
Body Mass Index , Body Weight , Obesity/classification , Pregnancy Complications/classification , Pregnancy Outcome , Thinness/classification , Adolescent , Adult , Bias , Diabetes, Gestational/etiology , Female , Fetal Macrosomia/etiology , Humans , Infant, Newborn , Infant, Small for Gestational Age , Logistic Models , Obesity/complications , Pennsylvania , Pre-Eclampsia/etiology , Pregnancy , Risk Factors , Self Report , Thinness/complications , Young Adult
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