Pregnancy intentions and folic acid supplementation exemplars: findings from the Central Pennsylvania Women's Health Study.

One Healthy People 2010 objective is that 80% of women in the United States start a pregnancy with optimal levels of folic acid. This often requires women to use folic acid supplements preconceptionally to get adequate levels. Efforts to achieve the objective have resulted in a suboptimal floor effect at less than 50% of women. We advance a framework based on exemplification theory, identifying supplementation as an additive action in which two role models exemplify folic acid supplementation among women of reproductive age able to become pregnant (n = 1,258). The women were participants in Phase I of the Central Pennsylvania Women's Health Study (CePAWHS). One exemplar identified represents the positive habits aligned with supplementers considering a pregnancy sometime in their future, while the other resides in the exemplification of positive habits aligned with supplementers not considering a pregnancy sometime in their future but still able to become pregnant. Among women not considering a future pregnancy, daily green salad consumption, weekly fish consumption, having had a health care visit in the past year, and having had any ob/gyn visit in the past 2 years resulted in increased odds of folic acid supplement use in a multivariable model. In the same model, an increase in age resulted in increased odds of folic acid supplement use. Among women considering a future pregnancy, not smoking cigarettes, having higher levels of psychosocial stress, and having higher levels of interaction social support resulted in increased odds of folic acid supplement use in a multivariable model. In the same model, those who have had a health care visit in the past year, as well as those who have received pregnancy planning counseling, were also more likely to use a folic acid supplement. Implications for strategic communication are considered.

Design of the Central Pennsylvania Women's Health Study (CePAWHS) strong healthy women intervention: improving preconceptional health.

Considerable evidence suggests that modifiable risk factors for adverse pregnancy outcomes such as preterm birth and low birthweight include obesity, sedentary behavior, and infections. There is a growing consensus that the preconceptional and interconceptional periods may be an ideal time for preventive intervention targeting these risk factors; enhancing health before pregnancy would subsequently reduce the risk for poor pregnancy outcomes. This paper provides an overview of the development of a health behavior intervention, Strong Healthy Women, that aims to improve women's preconceptional and interconceptional health. We describe the rationale, delivery, and targeted outcomes of the program, as well as the design of an ongoing trial currently testing program efficacy. The content areas are also discussed and include pregnancy-conception, stress, physical activity, nutrition, infection, sources of smoke in the home, and substance use. This intervention protocol may offer researchers and healthcare professionals a framework for designing other programs aiming to improve women's preconceptional health.

ADHD subtypes and co-occurring anxiety, depression, and oppositional-defiant disorder: differences in Gordon diagnostic system and Wechsler working memory and processing speed index scores.

OBJECTIVE: Wechsler Intelligence Scale for Children Freedom-from-Distractibility/Working Memory Index (FDI/WMI), Processing Speed Index (PSI), and Gordon Diagnostic System (GDS) scores in ADHD children were examined as a function of subtype and coexisting anxiety, depression, and oppositional-defiant disorder. METHOD: Participants were 587 children with ADHD combined type (alone, with oppositional-defiant disorder, and with anxiety or depression) and ADHD inattentive type (alone and with anxiety or depression). RESULTS: Attention scores (FDI/WMI and GDS Vigilance and Distractibility) were similar and low for all groups. ADHD combined groups had greater impulsivity (GDS Delay) than ADHD inattentive groups, and ADHD inattentive groups had slower processing speed (PSI) than ADHD combined groups. Comorbidity did not affect test performance. Scores differentiated ADHD subtypes with 72% accuracy. CONCLUSION: Findings support the validity of DSM-IV ADHD combined and inattentive subtypes and the validity of the GDS, FDI/WMI, and PSI in assessing attention, impulsivity, and processing speed in children with ADHD.

Mental health status among rural women of reproductive age: findings from the Central Pennsylvania Women's Health Study.

OBJECTIVES: We sought to examine variables associated with mental health among rural women of reproductive age, with particular attention given to rural area type and farm residence. METHODS: We analyzed data from the Central Pennsylvania Women's Health Study, which included a random-digit-dialed survey of women aged 18 to 45 years. Hierarchical multiple linear and logistic regression models were estimated to predict 3 mental health outcomes: score on a mental health measure, depressive symptoms, and diagnosed depression or anxiety. RESULTS: Mental health outcomes were associated with different factors. Farm residence was associated with higher mental health score, and the most isolated rural residence was associated with less diagnosed depression or anxiety. Elevated psychosocial stress was consistently significant across all models. A key stress modifier, self-esteem, was also consistently significant across models. Other variables associated with 2 of the outcomes were intimate partner violence exposure and affectionate social support. CONCLUSIONS: Farm residence may be protective of general mental health for women of reproductive age, and residence in isolated rural areas may decrease access to mental health screening and treatment, resulting in fewer diagnoses of depression or anxiety.

Perceived risk of preterm and low-birthweight birth in the Central Pennsylvania Women's Health Study.

OBJECTIVE: Engaging women in preconception prevention may be challenging if at-risk women do not perceive increased risk. This study examined predictors of perceiving increased risk for preterm/low birthweight birth. STUDY DESIGN: Using the Central Pennsylvania Women's Health Study, a population-based sample of reproductive-age women, we analyzed whether sociodemographics, health and pregnancy history, health behaviors, attitudes, or health care utilization predicted risk perception of preterm/low-birthweight birth. RESULTS: Of the 645 women analyzed, 157 (24%) estimated their risk of preterm/low-birthweight birth to be very or somewhat likely. Higher perceived risk was associated with being underweight, previous preterm/low-birthweight birth, having a mother with previous preterm/low-birthweight birth, lower perceived severity of preterm/low birthweight, and smoking. CONCLUSIONS: Several factors known to predict preterm/low birthweight did influence risk perception in this study, whereas others did not. Further research on how these factors have an impact on participation in preconception care programs is warranted.

Women's preconceptional health and use of health services: implications for preconception care.

OBJECTIVE: To improve understanding of women's use of health care before pregnancy, by analyzing how the health status and health risks of pre- and interconceptional women are associated with health services use. DATA SOURCE: Data are from a cross-sectional random-digit dial telephone survey of a representative sample of 2002 women ages 18-45 years from the Central Pennsylvania Women's Health Study (CePAWHS). A subsample of 1,325 respondents with current reproductive capacity, classified by reproductive life stage (preconceptional or interconceptional), was analyzed. STUDY DESIGN: Bivariate and multiple logistic regression analyses were conducted to determine how health needs (including indices of health status and health risks related to adverse pregnancy outcomes) are associated with five indicators of health services use (receipt of a regular physical exam, obstetrician-gynecologist [ob/gyn] visit, receipt of a set of recommended screening services, receipt of health counseling services on general health topics, and receipt of pregnancy-related counseling), controlling for predisposing and enabling variables. PRINCIPAL FINDINGS: Only half of women at risk of pregnancy report receiving counseling about pregnancy planning in the past year. One-third of women surveyed did not receive routine physical examinations and screening services, and over half received little or no health counseling. Multivariate analyses showed that all the measures of health needs except for negative health behavior were related to some type of health services use. Psychosocial stress was associated with having a recent ob/gyn visit, with receiving general health counseling, and with receiving pregnancy planning counseling. Cardiovascular risk was positively associated with receiving general health counseling and a regular physical exam, but negatively associated with seeing an ob/gyn. Positive health behaviors were associated with receiving screening services and with receiving general health counseling. Preconceptional reproductive life stage was positively associated with receiving a regular physical exam and negatively associated with having an ob/gyn visit. CONCLUSIONS: Pre- and interconceptional women with specific health care needs may not receive appropriate health care before pregnancy. Improving pregnancy experiences and outcomes requires more comprehensive preconception health care and more preventive care before the first pregnancy.

Women's perceived control of their birth outcomes in the Central Pennsylvania Women's Health Study: implications for the use of preconception care.

PURPOSE: This study examines nonpregnant women's beliefs about whether or not they can influence their future birth outcomes with respect to the baby's health and factors associated with internal locus of control for birth outcomes. Perceived internal control of birth outcomes could be a predisposing factor for use of preconception care, which is recommended for all women of childbearing age by the Centers for Disease Control and Prevention. The overall hypothesis is that internal control of birth outcomes is a function of prior pregnancy experiences, current health status and stress levels, access to health care, and sociodemographics. METHODS: Data are from the Central Pennsylvania Women's Health Study random digit dial telephone survey of 2,002 women ages 18-45; the analytic sample is 614 nonpregnant women with current reproductive capacity who reported that they are considering a future pregnancy. Internal control of birth outcomes is measured using 1) a 4-item Internal Control of Birth Outcomes Scale, 2) a single-item measure of Preconceptional Control, and 3) a score reflecting high internal control on both of these measures. FINDINGS: In multiple logistic regression analyses, internal control of birth outcomes is positively associated with older age (35-45 vs. 18-34 years), higher education (some college or more), marital status (currently married or living with a partner), and higher self-rated physical health status on the SF-12v2 (but not mental health status or psychosocial stress). Previous adverse pregnancy outcomes and current access to health care have no association with internal control for birth outcomes. CONCLUSION: Variables associated with internal control of birth outcomes among women contemplating a future pregnancy are primarily sociodemographic and physical health related. Educational and social marketing efforts to increase women's use of preconception care may be particularly important for women who are likely to have lower internal control, including younger, less educated, unmarried, and less healthy women.

Vaginal douching and intimate partner violence: is there an association?

OBJECTIVE: This study tests the hypothesis that vaginal douching among women of reproductive age is associated with exposure to intimate partner violence (IPV). METHODS: The data source is a cross-sectional population-based sample of 2,002 women ages 18-45 in the Central Pennsylvania Women's Health Study. The survey included measures of IPV, douching behavior, and relevant sociodemographic and health-related covariates. FINDINGS: Six percent of the sample reported experiencing any type of IPV in the past year, and 23% reported douching in the past year. IPV is significantly associated with douching after controlling for sociodemographic and health-related covariates. This finding holds for women with and without current reproductive capacity. CONCLUSIONS: This is the first study to identify an association between vaginal douching and IPV. Because vaginal douching is a risk factor for sexually transmitted infections, bacterial vaginosis, and adverse pregnancy outcomes, the findings could have important implications for prevention. Further research is needed to identify the reasons why women who have been exposed to IPV are more likely to douche.

The UDP-glucuronosyltransferase 2B17 gene deletion polymorphism: sex-specific association with urinary 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanol glucuronidation phenotype and risk for lung cancer.

4-(Methylnitrosamino)-1-(3-pyridyl)-1-butanone is a potent and abundant procarcinogen found in tobacco smoke, and glucuronidation of its major metabolite, 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanol (NNAL), by UDP-glucuronosyltransferases (UGT) including UGT2B17 is an important mechanism for 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone detoxification. Both copies of the UGT2B17 gene are deleted in approximately 10% of Whites and the deletion is associated with a reduction in NNAL glucuronidation activity in vitro. In this study, we examined the effects of the UGT2B17 deletion (0/0) on NNAL glucuronidation rates in a sample of 82 healthy cigarette smokers and further examined its effects on lung cancer risk in a separate case-control study. In the healthy smokers study, a lower urinary ratio of NNAL-glucuronide to NNAL was observed in women with the UGT2B17 deletion (0/0) as compared with women with either the wild-type or heterozygous genotypes (P = 0.058). There were no significant differences in this ratio by genotype in men (P = 0.597). In the case-control study of 398 lung cancer patients and 697 community controls, the UGT2B17 deletion (0/0) was associated with a significant increase in risk of lung cancer in women (odds ratio, 2.0; 95% confidence interval, 1.01-4.0). The risk for the subset of women with lung adenocarcinoma was 2.8 (95% confidence interval, 1.2-6.3). The deletion was not associated with other lung histologic types in women and was not associated with the risk for any lung histologic types in men. The association of the UGT2B17 deletion with increased lung adenocarcinoma in women is consistent with its association with decreased NNAL glucuronidation rates in women and with studies showing that NNAL is a selective inducer of lung adenocarcinoma in experimental animals.

Health status, health conditions, and health behaviors among Amish women. Results from the Central Pennsylvania Women's Health Study (CePAWHS).

We performed one of the first systematic, population-based surveys of women in Amish culture. We used these data to examine health status and health risks in a representative sample of 288 Amish women ages 18-45 living in Lancaster County, Pennsylvania, in particular for risks associated with preterm and low birthweight infants, compared with a general population sample of 2,002 women in Central Pennsylvania. Compared with women in the general population, Amish women rated their physical health approximately at the same level, but reported less stress, fewer symptoms of depression, and had higher aggregate scores for mental health. Amish women reported low levels of intimate partner violence, high levels of social support, and they perceived low levels of unfair treatment owing to gender compared with the general population. Amish women also reported higher fertility, fewer low birthweight babies, but the same number of preterm births as the general population. The findings suggest that these outcomes may be due to higher levels of social support and better preconceptional behavior among Amish women.

Individual and community predictors of preterm birth and low birthweight along the rural-urban continuum in central Pennsylvania.

CONTEXT: Preterm birth and low birthweight remain high priority public health problems and are associated with increased risk of infant mortality as well as long-term health impairments. Although 20% of all births nationally are to rural women, relatively little attention has been paid to pregnancy outcomes in rural areas relative to more urbanized areas. PURPOSE: This study examines the relationship of individual- and community-level socioeconomic, health care, and health status-related characteristics to preterm birth and low birthweight outcomes among women living in urban and various types of rural communities. METHODS: Vital record data on singleton first births to residents of a 28-county region in central Pennsylvania in 2002 (N = 11,546) were merged with zip code-level information from the census and residence in a primary care health professional shortage area. Rural-urban commuting area codes were also appended. Multiple logistic regression analyses were performed to model risks of preterm birth and low birthweight using generalized estimating equations to account for clustering within zip code. FINDINGS: Women residing in large rural city-focused areas had lower adjusted odds of both preterm birth and low birthweight as compared to urban women, controlling for individual risk factors including maternal demographic characteristics, health conditions, and prenatal care use. In contrast, risks of these adverse birth outcomes were not significantly lower among women living in more rural areas relative to those in urban communities. CONCLUSIONS: Reduced risks of preterm birth and low birthweight risk are associated with some, but not all types of rural as compared to urban communities.

Novel genes identified in a high-density genome wide association study for nicotine dependence.

Tobacco use is a leading contributor to disability and death worldwide, and genetic factors contribute in part to the development of nicotine dependence. To identify novel genes for which natural variation contributes to the development of nicotine dependence, we performed a comprehensive genome wide association study using nicotine dependent smokers as cases and non-dependent smokers as controls. To allow the efficient, rapid, and cost effective screen of the genome, the study was carried out using a two-stage design. In the first stage, genotyping of over 2.4 million single nucleotide polymorphisms (SNPs) was completed in case and control pools. In the second stage, we selected SNPs for individual genotyping based on the most significant allele frequency differences between cases and controls from the pooled results. Individual genotyping was performed in 1050 cases and 879 controls using 31 960 selected SNPs. The primary analysis, a logistic regression model with covariates of age, gender, genotype and gender by genotype interaction, identified 35 SNPs with P-values less than 10(-4) (minimum P-value 1.53 x 10(-6)). Although none of the individual findings is statistically significant after correcting for multiple tests, additional statistical analyses support the existence of true findings in this group. Our study nominates several novel genes, such as Neurexin 1 (NRXN1), in the development of nicotine dependence while also identifying a known candidate gene, the beta3 nicotinic cholinergic receptor. This work anticipates the future directions of large-scale genome wide association studies with state-of-the-art methodological approaches and sharing of data with the scientific community.

Cholinergic nicotinic receptor genes implicated in a nicotine dependence association study targeting 348 candidate genes with 3713 SNPs.

Nicotine dependence is one of the world's leading causes of preventable death. To discover genetic variants that influence risk for nicotine dependence, we targeted over 300 candidate genes and analyzed 3713 single nucleotide polymorphisms (SNPs) in 1050 cases and 879 controls. The Fagerström test for nicotine dependence (FTND) was used to assess dependence, in which cases were required to have an FTND of 4 or more. The control criterion was strict: control subjects must have smoked at least 100 cigarettes in their lifetimes and had an FTND of 0 during the heaviest period of smoking. After correcting for multiple testing by controlling the false discovery rate, several cholinergic nicotinic receptor genes dominated the top signals. The strongest association was from an SNP representing CHRNB3, the beta3 nicotinic receptor subunit gene (P = 9.4 x 10(-5)). Biologically, the most compelling evidence for a risk variant came from a non-synonymous SNP in the alpha5 nicotinic receptor subunit gene CHRNA5 (P = 6.4 x 10(-4)). This SNP exhibited evidence of a recessive mode of inheritance, resulting in individuals having a 2-fold increase in risk of developing nicotine dependence once exposed to cigarette smoking. Other genes among the top signals were KCNJ6 and GABRA4. This study represents one of the most powerful and extensive studies of nicotine dependence to date and has found novel risk loci that require confirmation by replication studies.

Preconceptional health: risks of adverse pregnancy outcomes by reproductive life stage in the Central Pennsylvania Women's Health Study (CePAWHS).

This study used population-based data to examine how health status and risks vary by reproductive life stage, with particular focus on the proximal risks for preterm birth and low birthweight (LBW) infants in preconceptional and interconceptional women. Data are from the Central Pennsylvania Women's Health Study (CePAWHS), which included a telephone survey of a representative sample of 2,002 women ages 18-45 years residing in largely rural central Pennsylvania. Women were classified according to reproductive stage--preconceptional, interconceptional, and postconceptional--on the basis of pregnancy history and reproductive capacity. Multiple indicators of health status and health risks were examined by reproductive stage, stratified by age group (ages 18-34 and ages 35-45). Results show that many risk factors varied significantly by reproductive stage and by age group within reproductive stage. Preconceptional and interconceptional women exhibited several unhealthy behaviors (e.g., binge drinking, nutritional deficits, physical inactivity). Younger pre- and interconceptional women (ages 18-34) had more gynecologic infections, some less favorable health behaviors, and more psychosocial stress than older women (ages 35-45) in the same reproductive stages. Older preconceptional women were more likely to have chronic conditions (hypertension, high cholesterol) than younger preconceptional women. Results suggest how interventions could be tailored to women's reproductive stages.

Hip fracture risk among community-dwelling elderly people in the United States: a prospective study of physical, cognitive, and socioeconomic indicators.

OBJECTIVES: We determined risks of short-term (2-year) hip fracture in a nationally representative, prospective cohort of community-dwelling elderly people 70 years or older. METHODS: We used self-report data from 2 waves of the Asset and Health Dynamics Survey (n = 5630). Sample-weighted logistic regression analyses were conducted to determine risk of hip fracture in relation to several demographic, cognitive, physical, and socioeconomic indicators. RESULTS: During the 2-year study period, 102 participants reported a new hip fracture. Several indicators of physical functioning and cognitive status, including incorrect delayed word recall and inability to lift 10 lbs (4.5 kg), were significantly associated with hip fracture risk. In the final model, mobile home residents, individuals without Medicare part B insurance, and those without a high-school diploma were at more than a 2-fold risk of hip fracture. Educational level, physical functioning, and insurance status were the top 3 contributors to hip fracture risk. CONCLUSIONS: In addition to functional status measures, health insurance status, educational level, and type of residence appear to be independent predictors of hip fracture.

The impact of missing and erroneous genotypes on tagging SNP selection and power of subsequent association tests.

OBJECTIVE: Single nucleotide polymorphisms (SNPs) serve as effective markers for localizing disease susceptibility genes, but current genotyping technologies are inadequate for genotyping all available SNP markers in a typical linkage/association study. Much attention has recently been paid to methods for selecting the minimal informative subset of SNPs in identifying haplotypes, but there has been little investigation of the effect of missing or erroneous genotypes on the performance of these SNP selection algorithms and subsequent association tests using the selected tagging SNPs. The purpose of this study is to explore the effect of missing genotype or genotyping error on tagging SNP selection and subsequent single marker and haplotype association tests using the selected tagging SNPs. METHODS: Through two sets of simulations, we evaluated the performance of three tagging SNP selection programs in the presence of missing or erroneous genotypes: Clayton's diversity based program htstep, Carlson's linkage disequilibrium (LD) based program ldSelect, and Stram's coefficient of determination based program tagsnp.exe. RESULTS: When randomly selected known loci were relabeled as 'missing', we found that the average number of tagging SNPs selected by all three algorithms changed very little and the power of subsequent single marker and haplotype association tests using the selected tagging SNPs remained close to the power of these tests in the absence of missing genotype. When random genotyping errors were introduced, we found that the average number of tagging SNPs selected by all three algorithms increased. In data sets simulated according to the haplotype frequecies in the CYP19 region, Stram's program had larger increase than Carlson's and Clayton's programs. In data sets simulated under the coalescent model, Carlson's program had the largest increase and Clayton's program had the smallest increase. In both sets of simulations, with the presence of genotyping errors, the power of the haplotype tests from all three programs decreased quickly, but there was not much reduction in power of the single marker tests. CONCLUSIONS: Missing genotypes do not seem to have much impact on tagging SNP selection and subsequent single marker and haplotype association tests. In contrast, genotyping errors could have severe impact on tagging SNP selection and haplotype tests, but not on single marker tests.

Contraceptive use by diabetic and obese women.

PURPOSE: Women with chronic medical conditions are at increased risk for adverse pregnancy outcomes, yet contraceptive use by these women has not been well described. The purpose of this study was to describe contraceptive use by diabetic and overweight/obese women compared with women without these conditions. METHODS: Using cross-sectional data from the 11 states participating in the optional Family Planning Module of the Behavioral Risk Factor Surveillance System in 2000, we analyzed contraceptive use among 7,943 sexually active women of reproductive age (18-44) who were not trying to conceive. Using logistic regression techniques, we modeled the effect of diabetes and overweight/obesity on contraceptive nonuse, controlling for age, race/ethnicity, marital status, education, income, and health insurance coverage. MAIN FINDINGS: Contraceptive nonuse was reported by 1,500 (18.9%) of the total sample, 31 (25.8%) diabetic women, 371 (20.0%) overweight women, and 385 (23.4%) obese women. In the multivariable model, obesity was significantly associated with contraceptive nonuse (adjusted odds ratio [OR] 1.34, 95% confidence interval [CI] 1.16-1.55), but there were no significant differences in contraceptive nonuse for diabetic women (adjusted OR 1.23, 95% CI 0.80-1.87) or overweight women (adjusted OR 1.14, 95% CI 0.99-1.31). Older, Black, Hispanic, married, less educated, and women without health insurance were more likely to report contraceptive nonuse. CONCLUSION: Among women with need for contraception, obese women were more likely to report contraceptive nonuse than normal weight women. Because women with chronic conditions like obesity are at higher risk of pregnancy-related complications and adverse pregnancy outcomes, proper contraceptive use and unintended pregnancy avoidance is a priority.

Modelling clinical trials in heterogeneous samples.

Individual variation in genetic, phenotypic and environmental factors could lead to significant differences in rates of drug metabolism, in clinical responses to drugs, and in drug side effects. The impact of population heterogeneity on treatment effect estimation and on assessment and application of clinical trial findings has been less than fully studied. In this paper, we studied the properties of models that reflect population heterogeneity of clinical trial samples by unmeasured covariates such as genetic susceptibility. The impact of heterogeneity on the estimation of treatment effect in a two-armed placebo or active-controlled clinical trial was quantified using logistic regression models. We also proposed a two-stage clinical trial, where the effects of individual drug-response-related covariates were estimated in a 'training data set' in the first stage of the trial. In the second stage of the trial, a subgroup of individuals with enhanced (or reduced) sensitivity to drug treatments in a heterogeneous risk cohort was identified based on information about their drug-related characteristics. Only these 'responders' were included in the subsequent efficacy test. Our simulation results showed that population heterogeneity could lead to biased estimation of treatment effect not only in the contaminated groups but also in the uncontaminated groups. A two-stage trial could greatly increase the power of an efficacy test over a 'full trial' even with fewer individuals enrolled in the trial; results would apply to a more highly specified population. The bigger the covariate effects, the more efficient the two-stage trial is compared to a 'full trial'.

Routine surveillance care after cancer treatment with curative intent.

BACKGROUND: Many consensus guidelines recommend routine surveillance to detect recurrent disease among cancer survivors. We compare surveillance care receipt to guideline recommendations. METHODS: Cohorts of patients aged 30 years or older diagnosed with breast, colorectal, endometrial, lung, or prostate cancer between 1990 and 1995 and treated with curative intent were identified (n = 100 per site). Receipt and indications for examinations and procedures were abstracted from medical records for as long as 5 years after treatment. Kaplan-Meier product estimates were used to estimate time to initial and subsequent service receipt. RESULTS: Most cancer patients received the recommended minimum number of physical examinations after treatment. In fact, a sizable number of cancer survivors received physical examinations at a frequency in excess of what is currently recommended. Similarly, most of these cancer survivors received recommended testing for local recurrence. Yet, less than two thirds of colorectal cancer patients received recommended colon examinations in the initial year after treatment. Among colorectal, lung, and prostate cancer patients who received recommended initial local recurrence testing, repeat testing tended to occur more frequently than what is currently recommended. The use of testing for metastatic disease that is not recommended in guidelines is also commonplace among these cancer survivors. CONCLUSIONS: Among cohorts of cancer patients, we found wide variation in the use of surveillance care, including patterns of care receipt reflective of both underuse and overuse relative to guideline recommendations. Clinical reasons for these variations and the cost and health implications deserve further study.