Association between postoperative complications and clinical cancer outcomes.

INTRODUCTION: The treatment for a majority of solid organ tumors is surgical resection; 10-20 % of patients suffer a perioperative complication. Perioperative complications may contribute to cancer recurrence. This study examined the relationship between postoperative complications and risk-adjusted patient overall survival. METHODS: Data from 2003 to 2009 were linked from our clinical cancer registry, the National Surgery Quality Improvement Project (NSQIP), and medical records. Patients who had tumor extirpation for cure were included. The NSQIP was used to identify complications. Patients with a complication were matched to patients without a complication. χ (2) tests and Cox proportional hazard regression models were used. RESULTS: A total of 415 patients were included for survival analysis. The hazard ratio (HR) for mortality associated with having a complication was 2.17. The HR for mortality after 200 days postoperatively was 2.47. Infectious complications were associated with the highest association with increased mortality (HR = 3.56). Noninfectious complications were not associated with an increased risk of mortality. CONCLUSIONS: This study investigated the relationship of surgical infectious complications in cancer patients with long-term survival for patients who had a number of different types of cancer. After taking into account the site, histology, and stage of the cancer, we found that patients with infectious complications had earlier death.

Comparing hormone therapy effects in two RCTs and two large observational studies that used similar methods for comprehensive data collection and outcome assessment.

OBJECTIVES: Prospective observational studies (OSs) that collect adequate information about confounders can validly assess treatment consequences. However, what constitutes adequate information is unknown. This study investigated whether the extensive information collected by the Women's Health Initiative (WHI) in two OSs and two randomised controlled trials (RCTs) was adequate. DESIGN: Secondary analysis of WHI data. Cox regression was used to select from all baseline risk factors those that best predicted outcome. Cox regression that included these risk factors was used for two types of analyses: (1) comparing RCT and OS assessments of the effects of hormone therapy on outcome for participants with specific characteristics and (2) evaluating whether adjustment for measured confounders could eliminate outcome differences among datasets. SETTING: The WHI included more than 800 baseline risk factors and outcomes during a median follow-up of 8 years. PARTICIPANTS: 151 870 postmenopausal women ages 50-79. PRIMARY AND SECONDARY OUTCOME MEASURES: Myocardial infarction and stroke. RESULTS: RCT and OS results differed for the association of hormone therapy with outcome after adjusting for confounding factors and stratifying on factors that were hypothesised to modulate the effects of hormone therapy (eg, age and time since menopause) or that empirically modulated the effects of hormone therapy in this dataset (eg, blood pressure, previous coronary revascularisation and private medical insurance). Some of the four WHI datasets had significantly worse outcomes than others even after adjusting for risk and stratifying by type of hormone therapy, for example, the risk-adjusted HR for myocardial infarction was 1.37 (p<0.0001) in an RCT placebo group compared with an OS group not taking hormone therapy. CONCLUSIONS: Apparently the WHI did not collect sufficient information to give reliable assessments of treatment effects. If the WHI did not collect sufficient data, it is likely that few OSs collect sufficient information.

Cohort study of risk factors for breast cancer in post menopausal women.

OBJECTIVES: The present study assessed more than 800 potential risk factors to identify new predictors of breast cancer and compare the independence and relative importance of established risk factors. METHODS: Data were collected by the Women's Health Initiative and included 147,202 women ages 50 to 79 who were enrolled from 1993 to 1998 and followed for 8 years. Analyses performed in 2011 and 2012 used the Cox proportional hazard regression to test the association between more than 800 baseline risk factors and incident breast cancer. RESULTS: Baseline factors independently associated with subsequent breast cancer at the p<0.001 level (in decreasing order of statistical significance) were breast aspiration, family history, age, weight, history of breast biopsies, estrogen and progestin use, fewer live births, greater age at menopause, history of thyroid cancer, breast tenderness, digitalis use, alcohol intake, white race, not restless, no vaginal dryness, relative with prostate cancer, colon polyps, smoking, no breast augmentation, and no osteoporosis. Risk factors previously reported that were not independently associated with breast cancer in the present study included socioeconomic status, months of breast feeding, age at first birth, adiposity measures, adult weight gain, timing of initiation of hormone therapy, and several dietary, psychological, and exercise variables. Family history was not found to alter the risk associated with other factors. CONCLUSIONS: These results suggest that some risk factors not commonly studied may be important for breast cancer and some frequently cited risk factors may be relatively unimportant or secondary.

Why is greater medication adherence associated with better outcomes.

BACKGROUND: Previous studies found an association of greater adherence to placebo medication with better outcomes. The present study tested whether this association was explained by any of the following factors: 1) adherence to other medications, 2) healthcare behaviors, 3) disease risk, or 4) predicted degree of adherence. Data included information on more than 800 risk factors from 27,347 subjects in two randomized controlled trials of hormone therapy in the Women's Health Initiative. RESULTS: Greater adherence to placebo was not associated with colon cancer but was substantially and significantly associated with several diverse outcomes: death, myocardial infarction, stroke, and breast cancer. Adherence to hormone therapy was only weakly associated with outcomes. The WHI risk factors only poorly predicted degree of adherence, R2 < 4%. No underlying factors accounted for the association between placebo adherence and outcome. CONCLUSION: The results suggest that adherence to placebo is a marker for important risk factors that were not measured by WHI. Once identified these risk factors may be used to increase the validity of observational studies of medical treatment by reducing unmeasured confounding.

Somatic symptoms and psychological characteristics associated with insomnia in postmenopausal women.

OBJECTIVE: The aim of the study was to assess the association of sleep disturbance with psychological characteristics, somatic symptoms and previously identified risk factors. METHODS: Data were from 148,938 postmenopausal women enrolled in The Women's Health Initiative who provided cross-sectional information about psychological characteristics, somatic symptoms and the character of their sleep. Overall sleep quality was based on the Women's Health Initiative Insomnia Rating Scale (WHI IRS), a measure that assessed five types of sleep disturbance. RESULTS: Three factors accounted for nearly 20% of the variation in the WHI IRS: a scale for somatic symptoms, daytime restlessness and either depression or emotional well-being. Other independently associated factors were night sweats, pain and worry about expressing anger. Several factors that had been linked to sleep disturbance in other studies were found to have at most a weak independent association in this analysis. These included income, education, marital status, activity level, obesity level, hot flashes, coffee drinking and smoking. CONCLUSION: Factors strongly associated with sleep disturbance in this study deserve further evaluation to determine the reasons for the association and whether the associations suggest possible treatments for sleep disturbance.

Surgeon variation in patient quality of life after radical prostatectomy.

PURPOSE: We assessed variation among surgeons in patient quality of life outcomes. MATERIALS AND METHODS: A survey of standard questions used to examine current urinary and sexual function was mailed to 1,500 randomly selected patients from the Utah Cancer Registry who met certain criteria, including prostatectomy for cancer cure more than 1 year previously, current age 70 years or less and no metastatic disease or other cancer therapy. Questionnaire information was linked to cancer registry and hospital discharge abstract information. Hierarchical mixed models were used to examine whether surgeons varied with respect to risk adjusted outcomes. RESULTS: The cooperation rate was 64%. Of the 678 qualifying responders 22% reported leaking urine more than once per day, 7% used more than 1 pad per day and 40% reported no erection without medication. Surgeon variation was significant for 3 patient outcomes, including erectile strength, urine leakage and length of hospital stay (each p <0.001). Surgeon risk adjusted erectile outcomes significantly correlated with leakage outcomes (r = 0.84, p <0.0001) and length of stay (r = -0.55, p = 0.0004). Annual surgeon volume significantly correlated with less leakage and shorter length of stay (r = 0.34 and -0.36, respectively, each p = 0.05). Compared to open retropubic surgery, robotic surgery was associated with a shorter stay. The perineal approach was associated with shorter stay, less urine leakage and weaker erection. CONCLUSIONS: Patient quality of life outcomes after prostatectomy varies substantially among surgeons. Administering patient surveys through cancer registries may provide valuable data for improving prostatectomy outcomes statewide.

Cohort study of the association of hypnotic use with mortality in postmenopausal women.

OBJECTIVE: Previous studies found an association between hypnotic use and mortality risk. The prospective outcome data and the many baseline risk factors included in the Women's Health Initiative (WHI) provide an opportunity to better understand the reasons for this association. SETTING: The WHI is a long-term national health study that focused on strategies for preventing disease in postmenopausal women. Participants were enrolled from 1993 to 1998. DESIGN: Baseline hypnotic use was evaluated for an association with subsequent mortality or disease after adjusting for baseline risk. SUBJECTS: 148 938 postmenopausal women between the ages of 50 and 79 throughout the USA. The median follow-up was 8 years. MAIN OUTCOME MEASURES: Mortality. Secondary outcomes included myocardial infarction, stroke, diabetes and seven types of cancer. RESULTS: For persons who use hypnotic medications almost daily the age-adjusted hazard ratio (HR) for mortality was 1.62 (95% CI 1.50 to 1.74). Greater hypnotic use was associated with less healthy levels of physical function, general health and smoking at baseline. After adjustment for these factors the HR for almost daily hypnotic use was 1.14 (1.06 to 1.23) for mortality and 1.53 (1.18 to 1.99) for melanoma; it was not significantly associated with increased incidence of other diseases tested. Less frequent hypnotic use and several types of sleeping difficulties were not associated with mortality, but sleeping more than 10 h a night had a risk-adjusted HR for mortality of 1.28 (1.01 to 1.61). CONCLUSIONS: The association of hypnotic use with mortality and incident disease was greatly reduced after adjusting for baseline risk factors. These findings do not support a strong independent association of hypnotic use with most health outcomes.

Risk factors for colon cancer in 150,912 postmenopausal women.

BACKGROUND: Prospective data from the Women's Health Initiative were analyzed to evaluate more than 800 possible risk factors for an association with colon cancer in postmenopausal women. METHODS: Data included 150,912 postmenopausal women between the ages of 50 and 79. The Cox proportional hazard regression analysis was used to identify risk factors independently associated with the development of colon cancer during a median follow-up time of 8 years. RESULTS: A total of 1,210 women developed colon cancer and 282 developed rectal cancer. Eleven risk factors were independently associated with an increased risk of colon cancer at the p < 0.001 level. In decreasing order of associated χ(2) values, they were age, waist girth (especially for subjects without diabetes), use of hormone therapy at baseline (protective), years smoked, arthritis (protective presumably because of medications used for treatment), relatives with colorectal cancer, lower hematocrit levels, fatigue, diabetes, less use of sleep medication, and cholecystectomy. Of the 11 factors, three were significantly associated with an increased risk of rectal cancer: age, waist, and not taking hormone therapy. CONCLUSIONS: The results provide additional support for the importance of waist girth, hormone therapy, smoking, NSAID use, diabetes, and cholecystectomy as risk factors for colon cancer. Some factors previously identified as influencing risk (exercise and black race) did not have a strong independent association with colon cancer in this analysis.

Lower mortality rates at cardiac specialty hospitals traceable to healthier patients and to doctors' performing more procedures.

Physician-owned cardiac specialty hospitals advertise that they have outstanding physicians and results. To test this assertion, we examined who gets referred to these hospitals, as well as whether different results occur when specialty physicians split their caseloads among specialty and general hospitals in the same markets. Using data on 210,135 patients who underwent percutaneous coronary interventions in Texas during 2004-07, we found that the risk-adjusted in-hospital mortality rate for patients treated at specialty hospitals was significantly below the rate for all hospitals in the state (0.68 percent versus 1.50 percent). However, the rate was significantly higher when physicians who owned cardiac specialty hospitals treated patients in general hospitals (2.27 percent versus 1.50 percent). In addition, several patient characteristics were associated with a lower likelihood of being admitted to a cardiac hospital for cardiac care, such as being African American or Hispanic and having Medicaid or no health insurance. After adjustment for patient severity and number of procedures performed, the overall outcomes for cardiologists who owned specialty hospitals were not significantly different from the "average outcomes" obtained at noncardiac hospitals. In contrast to previous studies, patient outcomes were found to be highly dependent on the type of hospital where the procedure was performed. To remove a potential source of bias and achieve a more balanced comparison, the quality statistics reported by physician-owned cardiac hospitals should be adjusted to incorporate the high rates of poor outcomes for the many procedures done by their cardiologists at nearby noncardiac hospitals.

Comparison of adiposity measures as risk factors in postmenopausal women.

CONTEXT: There is a continuing debate about which adiposity measure is the best risk factor. OBJECTIVES: This study compared the associations of 14 health outcomes with combinations of four adiposity measures: body mass index (BMI), waist to hip ratio (WHR), waist, and waist to height ratio. DESIGN: Data were from the Women's Health Initiative, a prospective study of women enrolled from 1993-1998 with a median follow-up time of 8 yr. Regression models were used to test the association of adiposity measures with outcome after adjusting for a number of variables related to demographic characteristics and health behavior. SETTING: The women were recruited from 40 clinical centers throughout the United States. PARTICIPANTS: The sample analyzed included 141,652 postmenopausal women age 50-79 yr who met the criteria for the Women's Health Initiative randomized control trials. MAIN OUTCOME MEASURES: Outcomes included death and eight medical conditions. RESULTS: Adiposity measures were most strongly associated with diabetes, hypertension, joint replacement, and gallbladder disease; moderately associated with myocardial infarction, endometrial cancer, and death; and least strongly associated with colon cancer, stroke, and breast cancer. Associations were nearly identical for waist and waist to height ratio. For most outcomes, waist was a stronger individual risk factor than BMI or WHR. However, BMI and WHR were the most useful combination of adiposity measures for stratifying participants according to risk of hypertension or diabetes. CONCLUSIONS: The adiposity measure most useful for stratifying persons on the basis of risk depends on the outcome of interest. When the outcome is diabetes or hypertension in postmenopausal women, the best indication of risk is a combination BMI and WHR.

Interventions to improving osteoporosis screening: an Iowa Research Network (IRENE) study.

BACKGROUND: Primary care physicians often fail to diagnose low bone density. This pilot study assessed 2 interventions for their effect on bone mineral density testing. METHODS: Five practices in the Iowa Research Network were randomized: 2 to chart reminder alone (CR), 2 to chart reminder plus mailed patient education (CR+PtEd), and one to usual care. A total of 204 women aged 65 years or older were recruited from within these practices. Bayesian hierarchical analyses were used instead of traditional statistical methods to take advantage of collateral data and to adjust for differences between clinics at baseline. RESULTS: After the intervention, the rates of completed bone mineral density testing were 45.2% in the CR+PtEd group, 31.4% in the chart remainder only group, and 9.7% in the usual care practice. Bayesian analysis adjusted for patient and clinic characteristics, which made use of collateral data, gave an odds ratio of 5.47 for the effect of CR+PtEd group. The Bayesian P was .029 and the one-sided 95% credible interval for the odds ratio was greater than 1.2. The effect of CR+PtEd was confirmed by sensitivity analyses. Traditional hierarchical analysis adjusted for practice characteristics could not be used to estimate statistical significance because there were not enough clinics to accommodate a model that included all the important covariables. CONCLUSIONS: Specific chart reminders to physicians combined with mailed patient education substantially increased the levels of bone density testing and could potentially be used to improve osteoporosis screening in primary care. Bayesian hierarchical analysis makes it possible to assess practice-level interventions when few practices are randomized.

An assessment of attitudes, behaviors, and outcomes of patients with type 2 diabetes.

OBJECTIVES: Patient self-care behaviors, including taking medication, following a meal plan, exercising regularly, and testing blood glucose, influence diabetes control. The purpose of this research was to identify (1) which barriers to diabetes management are associated with problem behaviors and (2) which patient behaviors and barriers are associated with diabetes control. METHODS: This was a cross-sectional study of linked medical record and self-reported information from patients with type 2 diabetes. A randomly selected sample of 800 clinic patients was mailed an investigator-developed survey. The study sample consisted of 253 (55%) individuals who had measured glycosylated hemoglobin (HbA1c) within 3 months of the survey date. RESULTS: The barriers to each diabetes self-care behavior differed. Cost was the most common barrier to the 4 self-care behaviors. In a multivariable regression model, the belief that type 2 diabetes is a serious problem and depression were strongly associated with higher HbA1c levels. Lower HbA1c levels were significantly associated with being married and greater self-reported adherence-satisfaction with taking medication and testing blood glucose. CONCLUSION: This study expanded earlier research by focusing on 4 specific self-care behaviors, their barriers, and their association with HbA1c. Barriers that were significantly associated with HbA1c were specific to the behavior and varied across behaviors.

State policies and nursing home characteristics associated with rates of resident mistreatment.

BACKGROUND: A federal complaint/incident system was implemented in 2004 with the stated purpose of promoting and protecting the health, safety, and the welfare of residents receiving health care services. This system provided the first national database of mistreatment in the nursing home setting. METHODS: The purpose of this research was to identify state and nursing home characteristics associated with the rates of nursing home resident mistreatment. Outcomes were incident reports filed by nursing home staff and complaints filed by persons other than service providers obtained from the federal complaints/incidents tracking system. Predictor variables used in the analysis of the reporting system included state legislation, census demographic data, and characteristics of the nursing home including aggregate characteristics of the residents. RESULTS: In 2004, based on complaint and incident reports, 1.6% of the nursing home population was reported to be mistreated. The average rates per 1000 residents were 16 reports, 14 investigations, and 4 substantiations. Incident report rates per 1000 ranged from 0.04 in Virginia to 46 in Alabama. Complaint report rates ranged from 0.42 in Hawaii to 52 in New Mexico. Incident outcomes were significantly lower in states that had nursing home statutes that require the facility, rather than the individual, to report mistreatment or in states that defined mistreatment in the nursing home differently from the definitions used by adult protective service statutes. Higher complaint outcomes were associated with lower levels of staffing. After controlling for resident characteristics, mistreatment measures remained associated with nursing home staffing levels but not with elements of statutes. CONCLUSIONS: Documentation of nursing home mistreatment shows substantial differences in report rates across states. These differences cannot be explained by variations in the laws.

Stage 2 pressure ulcer healing in nursing homes.

OBJECTIVES: To identify resident and wound characteristics associated with Stage 2 pressure ulcer (PrU) healing time in nursing home residents. DESIGN: Retrospective cohort study with convenience sampling. SETTING: One hundred two nursing homes participating in the National Pressure Ulcer Long-Term Care Study (NPULS) in the United States. PARTICIPANTS: Seven hundred seventy-four residents aged 21 and older with length of stay of 14 days or longer who had at least one initial Stage 2 (hereafter Stage 2) PrU. MEASUREMENTS: Data collected for each resident over a 12-week period included resident characteristics and PrU characteristics, including area when first reached Stage 2. Data were obtained from medical records and logbooks. RESULTS: There were 1,241 initial Stage 2 PrUs on 774 residents; 563 (45.4%) healed. Median time to heal was 46 days. Initial area was significantly associated with days to heal. Using Kaplan-Meier survival analyses, median days to heal was 33 for small (1 to 4 cm(2)) ulcers. Using Cox proportional hazard regression models to examine effects of multiple variables simultaneously, small and medium ulcers and ulcers on residents with agitation and those who had oral eating problem healed more quickly, whereas ulcers on residents who required extensive assistance with seven to eight activities of daily living (ADLs), who temporarily left the facility for the emergency department (ED) or hospital, or whose PrU was on an extremity healed more slowly. CONCLUSION: PrUs on residents with agitation or with oral eating problems were associated with faster healing time. PrUs located on extremities, on residents who went temporarily to the ED or hospital, and on residents with high ADL disabilities were associated with slower healing time. Interaction between PrU size and place of onset was also associated with healing time. For PrU onset before or after admission to the facility, smaller size was associated with faster healing time.

A cluster randomized trial to evaluate physician/pharmacist collaboration to improve blood pressure control.

This was a prospective, cluster randomized controlled trial in patients with uncontrolled hypertension aged 21 to 85 years (mean, 61 years). Pharmacists made recommendations to physicians for patients in the intervention clinics (n=101) but not patients in the control clinics (n=78). The mean adjusted difference in systolic blood pressure (BP) between the control and intervention groups was 8.7 mm Hg (95% confidence interval [CI], 4.4-12.9), while the difference in diastolic BP was 5.4 mm Hg (CI, 2.8-8.0) at 9 months. The 24-hour BP levels showed similar effects, with a mean systolic BP level that was 8.8 mm Hg lower (CI, 5.0-12.6) and a mean diastolic BP level that was 4.6 mm Hg (CI, 2.4-6.8) lower in the intervention group. BP was controlled in 89.1% of patients in the intervention group and 52.9% in the control group (adjusted odds ratio, 8.9; CI, 3.8-20.7; P<.001). Physician/pharmacist collaboration achieved significantly better mean BP values and overall BP control rates, primarily by intensification of medication therapy and improving patient adherence.

Community physicians' strategies for patients with medically unexplained symptoms.

BACKGROUND AND OBJECTIVES: This qualitative study examined the management strategies that community primary care physicians use for patients with medically unexplained symptoms (MUS). METHODS: Volunteer community physicians identified patients with chronic MUS. The physicians and patients were interviewed separately about management strategies used and their effectiveness. Thematic analyses were used to categorize these strategies. RESULTS: Thirty-six physicians and 49 of their patients completed interviews. Physician strategies considered effective by physicians and patients included medical treatment, exploring causes of symptoms with tests and referrals, attentive listening, validating complaints, demonstrating commitment over time (eg, assuring patients of continued care, allowing extended office visits, and returning phone calls), providing clear explanations of symptoms and management, and providing explanatory models for the linkage between psychosocial factors and physical symptoms. Strategies used that conflict with published recommendations included ordering potentially unnecessary diagnostic tests, scheduling patients on demand, and prescribing narcotics. Physicians expressed concerns about these strategies but considered the benefits for specific patients worth the costs and risks. CONCLUSIONS: Physicians used some strategies recommended in the medical literature and others not recommended. The ability to effectively implement certain strategies may depend on having a long-term relationship with a patient and a health care environment that permits extensive patient-physician interaction.

Risk factors for insomnia in a rural population.

PURPOSE: This study compared in one data set the relative importance of most previously examined risk factors for different symptoms of insomnia. METHODS: Data were obtained from personal interviews of 1,588 adults in a rural area. Statistical methods evaluated the association of 42 risk factors with any insomnia and each of four insomnia subtypes: difficulty with initiating sleep (DIS), difficulty maintaining sleep (DMS), early morning awakening (EMA), and restless sleep (RS). RESULTS: Insomnia rates were greater in this rural population than most U.S. studies and greater in the United States than other countries. The correlations between insomnia subtype and energy level was highest for RS, -0.29, and lowest for EMA, -0.11. All sleep disturbances increased monotonically with depressive symptoms, but the increase was greatest for RS (r = 0.57) and weakest for EMA (r = 0.24). Anxiety and pain also were independently associated with each insomnia subtype. Insomnia problems of spouses were uncorrelated. Other risk factors were independently associated with some insomnia subtypes but not others. For example, the association of age with difficulty maintaining sleep was independent of health measures. CONCLUSION: The results suggest that different insomnias have different rates and risk factors and therefore possibly different etiologies and management strategies.

Colorectal cancer testing among patients cared for by Iowa family physicians.

BACKGROUND: Colorectal cancer (CRC) can be largely prevented or effectively treated, yet about half of eligible Americans have not been screened. The purpose of this study was to examine patient and physician factors associated with documented CRC testing according to national guidelines. METHODS: Cross-sectional study where 511 randomly selected rural patients aged 55 to 80 years of 16 board-certified Iowa family physicians were enrolled in 2004. Patient survey and medical record information were linked with physician surveys. Predictors of CRC testing were examined using a regression procedure that accommodated random physician effects (2005-2006). RESULTS: Forty-six percent of patients were up-to-date with CRC testing in accordance with national guidelines. This percentage varied from 5% to 75% by physician (p < 0.0001). Of the patients who were up-to-date, 89% had colonoscopy, and 62% had symptoms prior to testing that could indicate CRC. The strongest univariate predictors other than symptoms were patient recollection of physician recommendation (odds ratio [OR] = 6.4, 95% confidence interval [CI] = 4.2-9.6) and physician documentation of recommendation (OR = 14.1, CI = 8.5-23.3). A multivariable regression model showed testing in accordance with guidelines significantly increased with government insurance (OR = 1.6, CI = 1.2-2.3), having a health maintenance visit in the preceding 26 months (OR = 2.4, CI = 1.4-4.1), family history of CRC (OR = 3.1, CI = 1.6-5.8), number of medical conditions (OR = 1.2 for each additional condition, CI = 1.1-1.3), high importance of screening to patient (OR = 2.6, CI = 1.5-4.5), patient satisfaction with doctor's discussions (OR = 3.3, CI = 2.2-4.8), physician trained in flexible sigmoidoscopy (OR = 2.3, CI = 1.6-3.4), and physician report of trying to follow American Cancer Society (ACS) guidelines (OR = 1.7, CI = 1.2-2.5). After excluding patients who had symptoms prior to screening, most of the ORs in the logistic regression analysis increased except that the number of medical conditions and physician trying to follow ACS guidelines became nonsignificant. CONCLUSIONS: Fewer than half of rural patients received CRC testing, and most of those tested had symptoms. Physician recommendations and the manner of presenting the recommendations greatly influenced whether patients were tested.