Weight management: what patients want from their primary care physicians.

OBJECTIVE: The researchers wanted to determine the weight management experiences of patients in primary care, and what those patients want from their physicians. STUDY DESIGN: Patients completed a survey in a primary care waiting room. Afterward they were measured for body mass index (BMI). POPULATION: A total of 410 consecutive adult patients in 2 primary care practices at the University of California, San Francisco, were approached, and 366 (89%) completed the survey. OUTCOMES MEASURED: The primary outcomes were patient attitudes about weight loss, previous weight management experiences with their current physicians, and future preferences for weight management within the primary care relationship. RESULTS: Ninety-seven percent of the obese patients (BMI > 30), 84% of the overweight patients (BMI=25-30), and 39% of the non-overweight patients (BMI < 25) thought they needed to lose weight. Forty-nine percent of the obese patients, 24% of the overweight patients, and 12% of the non-overweight patients had discussed weight with their current physicians. The types of weight management assistance that patients most wanted from their physicians were: (1) dietary advice, (2) help with setting realistic weight goals, and (3) exercise recommendations. CONCLUSIONS: Although most patients believe they should lose weight, this is often not discussed during office visits. Most patients (especially those who are overweight or obese) want more help with weight management than they are getting from their primary care physicians.

Preterm delivery in patients admitted with preterm labor: a prediction study.

OBJECTIVE: To develop a model for prediction of preterm delivery in patients treated with parenteral tocolysis using combinations of maternal demographic and clinical factors. METHODS: We performed a retrospective cohort study using a perinatal database to identify women admitted with preterm labor and treated with parenteral tocolysis from 1980 to 1994. We developed an explanatory model using multiple logistic regression to determine the effect of four variables (prior preterm delivery, substance abuse, maternal complications and third-trimester care) on the likelihood of preterm delivery. For the prediction model, we initially included these four variables and then removed them in a stepwise fashion to determine the combination of the variables that offered the greatest model sensitivity and specificity. RESULTS: A total of 900 women were identified for the study and 247 (27%) had a preterm delivery. In the explanatory model, prior preterm delivery (OR 2.4; 95% CI 1.5-3.6), substance abuse (OR 2.2; 95% CI 1.2-5.1), initiation of care in the third trimester (OR 2.0; 95% CI 1.3-2.8) and medical complications of pregnancy (OR 1.8; 95% CI 1.2-2.6) increased the likelihood of preterm delivery. For the prediction tool, a three-variable model (prior preterm delivery, substance abuse and initiation of care in the third trimester) had high specificity (98%) and modest negative predictive value (73%). CONCLUSIONS: A simple three-variable model can correctly identify 98% of women with preterm labor treated with parenteral tocolysis who will not deliver preterm. Patients with no prior history of preterm delivery, no substance abuse and initiation of prenatal care before the third trimester have a 73% probability of not delivering preterm.

Opioids for chronic nonmalignant pain. Attitudes and practices of primary care physicians in the UCSF/Stanford Collaborative Research Network. University of California, San Francisco.

BACKGROUND: We hoped to determine the attitudes and practices of primary care physicians regarding the use of opioids to treat chronic nonmalignant pain (CNMP). We also examined the factors associated with the willingness to prescribe opioids for CNMP. METHODS: A survey was mailed to primary care physicians in the University of California, San Francisco/Stanford Collaborative Research Network. This survey contained questions regarding treatment in response to 3 case vignettes, the use of opioids for CNMP in general, and the demographic characteristics of the physicians. RESULTS: Among 230 physicians surveyed, 161 (70%) responded. Two percent of the respondents were never willing to prescribe schedule III opioids (eg, acetaminophen with codeine) as needed for patients with CNMP that persisted unchanged after exhaustive evaluation and attempts at treatment. Thirty-five percent were never willing to prescribe schedule II opioids (eg, sustained-release morphine) on an around-the-clock schedule for these patients. The most significant predictor of willingness to prescribe opioids for patients with CNMP was a lower level of concern about physical dependence, tolerance, and addiction. CONCLUSIONS: Primary care physicians are willing to prescribe schedule III opioids as needed, but many are unwilling to use schedule II opioids around the clock for CNMP. Individual prescribing practices vary widely among primary care physicians. Concerns about physical dependence, tolerance, and addiction are barriers to the prescription of opioids by primary care physicians for patients with CNMP.

Chorioamnionitis and uterine function.

OBJECTIVE: To clarify the relationships between intrapartum chorioamnionitis and abnormalities of uterine function, including labor abnormalities, cesarean delivery, and hemorrhage during parturition. METHODS: We did a retrospective cohort study on 16,226 deliveries between 1986 and 1996 that were identified from the University of California, San Francisco Perinatal Database. Variables included maternal age, parity, birth weight, gestational age, epidural usage, oxytocin usage, cesarean delivery, labor abnormalities, length of labor stages, estimated blood loss, and chorioamnionitis status. Analyses included chi(2), Student t test, and logistic regression. RESULTS: In the chorioamnionitis group, there was a statistically significantly higher proportion of women with labor abnormalities (relative risks [RRs] 2.6-4.1), cesarean delivery (RR 3.3; 95% confidence interval [CI] 3.0, 3.5), hemorrhage after cesarean (RR 1.2; 95% CI 1.1, 1.3), and hemorrhage after vaginal delivery (RR 2.1; 95% CI 1.9, 2.4) compared with the nonchorioamnionitis group. Those findings stayed significant after multivariate analysis for various labor abnormalities (adjusted odds ratios [ORs] ranged 1.3-2.1), cesarean delivery (adjusted OR 1.8; 95% CI 1.5, 2.1), hemorrhage after cesarean (adjusted OR 1.5; 95% CI 1.2, 1.8), and hemorrhage after vaginal delivery (adjusted OR 1.8; 95% CI 1.5, 2.1). CONCLUSION: Adverse associations between chorioamnionitis and labor abnormalities, cesarean rate, and hemorrhage during parturition appear to be significant, suggesting a deleterious effect of chorioamnionitis on uterine function.

Do patients' ethnic and social factors influence the use of do-not-resuscitate orders?

OBJECTIVES: To determine whether ethnic and other social factors affect how frequently do-not-resuscitate (DNR) orders are written, the timing of DNR orders, or patient involvement in the DNR decision. DESIGN: Retrospective cohort. METHODS: Patients who died in one urban teaching hospital on the medicine, cardiology, or family practice service during 1988 were eligible; 288 were included in the analyses. Chi-square tests and logistic regression were used to examine frequency of DNR orders and patient involvement; analysis of variance and linear regression were used to examine timing of the DNR orders. RESULTS: Non-whites were more likely than whites to have DNR orders (OR 1.76; 95% CI, 1.09-2.84) but timing of the DNR order did not vary significantly by race/ethnicity. Patients who spoke English fluently were more likely to be involved in the DNR decision than those who did not (OR 1.28; 95% CI, 1.01-1.61). Patients with documented human immunodeficiency virus were more likely than uninfected patients to have DNR orders (OR 3.51; 95% CI, 1.36-9.02), to be involved in the decision (OR 10.11; 95% CI, 4.87-21.00); and to have DNR orders written earlier (P = 0.02). Alcoholic patients were more likely than non-alcoholics to have DNR orders (OR 1.17; 95% CI, 1.04-1.33). CONCLUSIONS: Ethnic and other social factors do appear to play a role in DNR decisions. It needs to be determined if these differences are due to patient preferences or clinician characteristics.

Effect of magnesium prophylaxis and preeclampsia on the duration of labor.

OBJECTIVE: Our goals were to compare duration of labor at term for (1) women with preeclampsia versus normotensive nulliparous women and (2) nulliparous women with preeclampsia who received magnesium for seizure prophylaxis versus those who did not. STUDY DESIGN: We performed a retrospective cohort study of all nulliparous, term vaginal deliveries from 1989 through 1995 at University of California, San Francisco. The perinatal database and medical records were reviewed for information on duration of labor, maternal and labor characteristics, and neonatal outcomes. The chi2 odds ratio, and Student t tests were used to compare categoric and continuous variables between women with preeclampsia and control women and between women with preeclampsia who did and those who did not receive magnesium. Logistic regression was used to evaluate variables predictive of labor duration. RESULTS: Our study subjects were 4083 normotensive nulliparous women and 154 women with preeclampsia. A sample size calculation revealed that 1764 normotensive control subjects were needed to show a 10% difference in labor duration with 80% power and alpha of 0.05. Among women with preeclampsia, 93 (60%) were treated with magnesium and 61 (40%) were not. More women with preeclampsia than normotensive women had induction of labor and received epidural anesthesia, prostaglandin gel, and oxytocin (P <.003). Total labor duration did not differ between women with preeclampsia and normotensive women (P =.15) or between women with preeclampsia who received magnesium and those who did not (P =.09). In comparison with normotensive women, those with preeclampsia had a higher rate of postpartum hemorrhage (31% vs 22%, P =.005), and the rate was even higher among preeclamptic women treated with magnesium versus those who received no magnesium (34% vs 26%, P =.002). Logistic regression, with prolonged first stage of labor (>12 hours) used as the outcome variable, indicated that epidural anesthesia (odds ratio 2.3, 95% confidence interval 1.9-2. 6), oxytocin (odds ratio 1.8, 95% confidence interval 1.6-2.2), and persistent occipitoposterior presentation (odds ratio 1.6, 95% confidence interval 1.1-2.4) were associated with prolonged labor, whereas preeclampsia (odds ratio 0.9, 95% confidence interval 0.7-1. 1) and treatment with magnesium were not (odds ratio 1.1, 95% confidence interval 0.9-1.4). Induction (odds ratio 0.5, 95% confidence interval 0.4-0.6) and birth weight <2500 g (odds ratio 0. 5, 95% confidence interval 0.4-0.8) were associated with faster labor. CONCLUSIONS: In term nulliparous women, neither preeclampsia nor magnesium prophylaxis affected labor duration.

Research interests of physicians in two practice-based primary care research networks.

Regional practice-based network research has grown significantly in the past 15 years. Previous studies have reported on characteristics of physicians who participate in network research, but little is known about the specific a priori research interests of practicing physicians. Knowledge of such interests could be useful in planning network research studies. We conducted a mail survey to assess the research interests of primary care physicians in two contiguous research networks at the University of California at San Francisco (UCSF) and at Stanford University. Among 120 respondents from the UCSF Collaborative Research Network and 85 from the Stanford Ambulatory Research Network, the most common topics of interest were disease prevention, communication and compliance, and managed care. Among specific conditions, heart disease, hypertension, and respiratory infection were of interest to the majority of respondents. Topics not of interest to network members were obstetrics, diagnostic procedures, alcoholism, drug abuse, tuberculosis, male genito-urinary problems, occupational hazards, domestic violence, and AIDS and HIV. Identification of network physician research interests can help focus research and recruitment efforts on topics of interest and provide estimates of participation levels for planning studies and preparing funding applications for research networks.

Is there an association between water baths during labor and the development of chorioamnionitis or endometritis?

OBJECTIVE: Our purpose was to determine whether water baths during labor are associated with the development of chorioamnionitis or endometritis. STUDY DESIGN: One hundred ten cases of chorioamnionitis or endometritis and 97 controls were identified among singleton term gestations from the University of California at San Francisco perinatal database. Medical record review and patient interviews provided information on membrane rupture, history of bathing during labor, and relaxation and pain relief perceived by patients who experienced water bathing during labor. RESULTS: There was no statistically significant association between water baths during labor and the occurrence of chorioamnionitis or endometritis (odds ratio 0.93 [95% confidence interval 0.53 to 1.63]). CONCLUSIONS: Water baths during labor are not associated with chorioamnionitis or endometritis.

Lack of value of routine postpartum hematocrit determination after vaginal delivery.

OBJECTIVE: To identify risk factors associated with low postpartum hematocrits after vaginal delivery and to define lower risk categories of patients for whom routine determination of hematocrit may not be necessary. METHODS: This case-control study was designed to identify risk factors for discharge hematocrit below 27% in nonanemic patients after a vaginal delivery using the University of California, San Francisco, Perinatal Database. Multivariate statistics were used to determine the most significant risk factors. Lower risk subpopulations were analyzed to determine their rate of low discharge hematocrits. RESULTS: Risk factors associated with odds ratios greater than 1.5 for discharge hematocrit less than 27% included estimated blood loss greater than 500 mL, placenta previa, abruption, prolonged third stage, preeclampsia, prior postpartum hemorrhage, and prior cesarean delivery. Estimated blood loss > 500 mL was the most significant risk factor for discharge hematocrit less than 27% (odds ratio 4.5, 95% confidence interval 3.8, 5.4). A population without statistically significant risk factors was identified; this group had a 1.4% risk of discharge hematocrit less than 27%. CONCLUSION: Routine postpartum hematocrits are unnecessary in clinically stable patients with an estimated blood loss of less than 500 mL.

The Solution Method: 2-year trends in weight, blood pressure, exercise, depression, and functioning of adults trained in development skills.

This study describes changes observed during a 2-year period in participants enrolled in The Solution Method, a developmental skills training program for adult weight management. This intervention is the adult application of a model of treatment previously used only in the management of pediatric obesity (The Shapedown Program). Developmental skills training integrates understandings and methods from developmental, family systems, biomedical, genetic, and behavioral theories of the etiology of obesity. Twenty-two subjects (mean age = 43.4 +/- 8.5 years and mean body mass index = 33.1 +/- 5.3) completed a group intervention based on this method, which was conducted by a registered dietitian and a mental health professional. Questionnaire responses indicated the extent to which their weight was a medical and/ or psychosocial risk. Subjects attended 2-hour weekly sessions for an average of 18 weeks during which they were trained in six developmental skills: strong nurturing, effective limits, body pride, good health, balanced eating, and mastery living. Data, which were collected at the beginning of treatment and at 3, 6, 12, and 24 months, included weight, blood pressure, 7-day exercise recalls, and responses to depression and functioning (psychosocial, vocational, and economic) questionnaires. Participants' weights decreased throughout the 2-year period of the study: mean weight change was -4.2 kg (3 months), -6.0 kg (6 months), -7.0 kg (12 months), and -7.9 kg (24 months). In addition, compared with baseline values, systolic and diastolic blood pressure, exercise, and depression improved throughout the study period. These improvements were statistically significant at 24 months for weight (P < .01), systolic blood pressure (P < .02), diastolic blood pressure (P < .001), and exercise (P < .001); the results were not statistically significant for depression. Most participants reported improvement in a broad range of aspects of functioning. We conclude that this application of developmental skills training for adult weight management may produce significant long-term beneficial effects.

A comparison of two methods to teach smoking-cessation techniques to medical students.

PURPOSE: To evaluate two smoking-cessation practice exercises, one using standardized patients (SPs), the other using role playing by medical students. METHOD: In the spring of 1994 all 120 first-year University of California, San Francisco, School of Medicine Students were given lectures on the health effects of smoking and how physicians can help patients quit. Afterward some of the students were randomly assigned to two groups in which to practice counseling patients: Group 1 (n = 35) used SPs, Group 2 (n = 37) used role playing. Each of the Group 1 students practiced smoking-cessation techniques with an SP; the SP evaluated the student on cognitive and communication skills, assigned an overall rating, and provide feedback using a standardized form. The Group 2 students (as well as the 48 students not assigned to a group) role-played in pairs and used the same form to provide feedback. All the students evaluated their respective practice practices. Two weeks later 24 Group 1 and 31 Group 2 students participated in a clinic-skills-assessment exercise using SPs. As in the Group 1 practice exercise, each student was evaluated by an SP on cognitive and communication skills and assigned an overall rating. Data were analyzed through a number of statistical methods. The cost of the SP program was determined. RESULTS: The Group 1 students rated their practice exercise much more favorably than did the Group 2 students. However, there was no significant difference between the groups in their ratings by the SPs on the clinical-skills-assessment exercise. The use of SPs cost a great deal more than did the use of role playing. CONCLUSION: Although the students rated the SPs higher than they did the role playing, the two tools produced similar levels of skills attainment. The data suggest that having students practice smoking-cessation techniques through role playing may be as effective as using the more extensive SPs.

Head entrapment and neonatal outcome by mode of delivery in breech deliveries from 28 to 36 weeks of gestation.

OBJECTIVES: We attempted to determine whether there are differences in the incidence of head entrapment and adverse neonatal outcome by mode of delivery in breech deliveries from 28 to 36 weeks of gestation. STUDY DESIGN: Computerized data and charts of 321 viable consecutive singleton breech deliveries from 28 to 36 weeks' gestation were reviewed. Statistical methods used included chi2, logistic regression, and analysis of variance. RESULTS: Head entrapment occurred in 4 of 52 (7.7%) neonates delivered vaginally and 14 of 269 (5.2%) neonates delivered by cesarean section (p = 0.48). There were no statistically significant associations between head entrapment and adverse neonatal outcomes. CONCLUSIONS: There was no significant difference in the incidence of head entrapment by mode of delivery for breech infants at 28 to 36 weeks' gestation, nor was there an association with adverse neonatal outcomes after entrapment.

Perinatal mortality in twins and singletons matched for gestational age at delivery at > or = 30 weeks.

OBJECTIVE: Our purpose was to compare perinatal mortality between twins and singletons matched for gestational age at delivery with the hypothesis that perinatal mortality would be similar. STUDY DESIGN: A retrospective cohort study compared perinatal mortality in twins (790 babies) matched for gestational age at delivery at > or = 30 weeks with the next singleton. Perinatal mortality was also compared by expected growth (small and average for gestational age) and by the cause of the preterm delivery (medical indication, spontaneous preterm delivery, or preterm premature rupture of membranes with preterm delivery. RESULTS: Uncorrected perinatal mortality was significantly greater in singletons (56/1000) than in twins (26/1000) (p = 0.004). After major congenital anomalies were excluded, perinatal mortality remained significantly higher in singletons (25/1000) than in twins (11/1000) (p = 0.04). In preterm deliveries perinatal mortality was significantly greater in singletons (72/1000) than in twins (19/1000) (p = 0.0002). Perinatal mortality was significantly greater in small- compared with average-for-gestational-age neonates, whether singletons or twins (p = 0.005), and singleton small-for-gestational-age neonates had a significantly greater perinatal mortality (105/1000) than did twin small-for-gestational-age neonates (36/1000) (p = 0.02). Perinatal mortality was not significantly different between preterm singletons and twins delivered by spontaneous preterm labor. However, perinatal mortality in preterm singletons delivered for a medical indication (156/1000) was significantly greater than for twins (20/1000) (p = 0.0006). CONCLUSIONS: At > or = 30 weeks at delivery, twins either had a perinatal mortality similar to, or less than singletons matched for gestational age at delivery. This suggests that when preterm delivery is controlled for perinatal mortality is not greater in twins. In twins, without risk factors for perinatal death, routine antepartum testing may not be indicated.

Attitudes of beginning medical students toward older persons: a five-campus study. The University of California Academic Geriatric Resource Program Student Survey Research Group.

OBJECTIVE: To examine the attitudes of beginning medical students toward older persons and their medical care. DESIGN: Cross-sectional survey. SETTING: Five University of California medical schools. PARTICIPANTS: Beginning medical school students from the Class of 1994. MEASUREMENTS: Demographic characteristics, personal contacts with older persons, and previous coursework or research experience with older persons were assessed. Knowledge with regard to aging was measured with a group of 10 questions, which were modified from the Facts on Aging Quiz. The attitudes of students toward older persons were assessed using the Aging Semantic Differential (ASD), the Maxwell-Sullivan Attitude Scale (MSAS), and two case scenarios. RESULTS: Ninety-two percent of the participants (554 of 603) responded; 93% of these responses were usable. Students were much less likely to admit an acutely ill 85-year-old woman to an intensive care unit, intubate her, and treat her aggressively than they were to treat an acutely ill 10-year-old girl with underlying chronic leukemia. In multivariate models, male gender and younger student age were both independently predictive of less favorable attitudes regarding a 70-year-old person on the ASD Instrumental-Ineffective subscale. Asian-Americans and males had less favorable attitudes on the Autonomous-Dependent and the Personal Acceptability-Unacceptability subscales. More knowledge with regard to aging was predictive of more favorable attitudes on the Autonomous-Dependent and Personal Acceptability-Unacceptability subscales. Male gender and Asian-American ethnicity were significantly associated with less favorable attitudes on the two scales derived from the MSASs. Students who had previously visited a long-term care facility were more likely to disagree that it takes too much time to care for older persons. CONCLUSION: Beginning medical students have already formed some unfavorable attitudes about older persons. Few independent predictors (either sociodemographic or students' previous experiences) of student attitudes could be identified that would help in the selection of students who had more favorable attitudes toward older persons. Hence, attempts to generate physicians with good attitudes must rely on curricular efforts during medical school and residency training.

Head entrapment and neonatal outcome by mode of delivery in breech deliveries from twenty-four to twenty-seven weeks of gestation.

OBJECTIVES: Our purpose was to determine whether there are differences in the incidence of head entrapment and adverse neonatal outcome by mode of delivery in breech deliveries from 24 to 27 weeks of gestation. STUDY DESIGN: Charts of 132 viable consecutive singleton breech deliveries from 24 to 27 weeks' gestation were reviewed. Statistical methods used included chi 2, logistic regression, and analysis of variance. RESULTS: Head entrapment occurred in four of 43 (9.3%) vaginally delivered neonates and five of 89 (5.6%) neonates delivered by cesarean section (p = 0.17). The only identifiable risk factor for head entrapment was the birth weight category 1000 to 1249 gm (odds ratio 6.4, 95% confidence interval 1.6 to 26.1). There were no statistically significant associations between head entrapment and adverse neonatal outcomes. CONCLUSIONS: There did not appear to be a difference in the incidence of head entrapment by mode of delivery for breech infants at 24 to 27 weeks' gestation, nor did there appear to be a difference in adverse neonatal outcomes after entrapment. However, this latter conclusion has limited power because of the small number of head entrapment cases.

Family of origin genograms: evaluation of a teaching program for medical students.

BACKGROUND: The use of family genograms is an important component in family practice, yet little has been written about curriculum for teaching genograms in medical school. Since 1981, the Department of Family and Community Medicine at the University of California, San Francisco, has conducted a behavioral science seminar for fourth-year students on their required 8-week ambulatory care clerkship. At one site, this seminar includes presentation of the students' personal genograms. This report describes the curriculum and a study to determine whether students understood genograms or used them in clinical settings. METHODS: We compared students' perceptions of the usefulness of genograms and genogram documentation in new patient assessments. Students at two sites were given pre- and postclerkship questionnaires, and a random sample of charts was reviewed for documentation of genograms. RESULTS: Students in the genogram demonstration group increased significantly in their stated use of genograms. Surprisingly, the group of students not exposed to the genogram curriculum were more likely to have genograms with more details recorded in the patients' charts. CONCLUSION: These results imply that there were initial differences in the two groups and that didactic teaching must be complemented with clinical supervision. Also, the results have implications for specific areas in need of faculty development.

Clinical trial examining effectiveness of three cough syrups.

BACKGROUND: Cough is one of the most common symptoms of respiratory infections for which patients seek relief. This study was done to assess the effectiveness of three commonly prescribed cough syrups. METHODS: In this multipractice, office-based, randomized clinical trial, guaifenesin was compared with guaifenesin plus codeine or guaifenesin plus dextromethorphan in patients with uncomplicated respiratory tract infections. Family physicians enrolled 97 patients between February 1988 and April 1990. Patients were randomly assigned to treatment and were interviewed by telephone at 2, 4, and 10 days to assess cough relief, treatment adherence, and side effects. There were no statistically significant differences among treatment groups at base line. RESULTS: At day 2 there were no statistically significant differences among treatment groups for any of the outcome measures. At day 4 five of the outcome measures of cough quality, frequency, sleep disturbances, and absenteeism were not statistically significantly different among groups. The only statistically significant difference was the ability to keep up with usual activities, which improved least in patients assigned to dextromethorphan than in patients in other groups. There were no statistically significant differences among the three groups at day 10 for any of the outcomes. CONCLUSION: It appears that codeine, dextromethorphan, and guaifenesin are equally effective in relieving cough symptoms.

Estimation of the break-even point for smoking cessation programs in pregnancy.

BACKGROUND: Successful programs to help pregnant women quit smoking have been developed and evaluated, but formal smoking cessation programs are not a part of care at most prenatal sites. The cost of such programs may be an issue. Considering the costs of adverse maternal and infant outcomes resulting from smoking, we estimated there would be an amount of money a prenatal program could invest in smoking cessation and still "break even" economically. METHODS: A model was developed and published data, along with 1989 hospital charge data, were used to arrive at a break-even point for smoking cessation programs in pregnancy. RESULTS: Using overall United States data, we arrived at a break-even cost of $32 per pregnant woman. When these data were varied to fit specific US populations, the break-even costs varied from $10 to $237, with the incidence of preterm low birth weight having the most impact on the cost. CONCLUSIONS: It may be advisable to invest greater amounts of money in a prenatal smoking cessation program for some populations. However, for every population there is an amount that can be invested while still breaking even.