Spring Psychosocial Determinants of Pregnancy Outcomes Among the Amish Jennifer J. Stuart, ‘09 Special Studies: Public Health Honors Thesis SPC 490: Pregnancy Outcomes Among the Amish Honors Awarded: May 7, 2009 Graduation Date: May 16, 2009 Franklin & Marshall College Lancaster, Pennsylvania 2009 ABSTRACT Lancaster County has North America’s oldest and most densely populated Amish settlement and the second largest in the United States. Despite a relative lack of prenatal care, Amish women appear to have slightly better pregnancy outcomes than non-Amish women. Lancaster County Amish women report less stress, fewer symptoms of depression, higher mental health status, and higher levels of social support, which may be causative agents of the positive pregnancy outcomes. Utilizing datasets from the Central Pennsylvania Women’s Health Survey (CePAWHS) in 2004 and 2008, the authors examined longitudinal relationships between psychosocial determinants—stress, depression, social support, locus of control, self-esteem—and pregnancy outcomes—low-birth weight infants, preterm delivery, stillbirth, miscarriage—among Lancaster County Amish (n=288) and women in Central Pennsylvania (n=2,002). While having more pregnancies than Central Pennsylvanian women, the Amish exhibit equal incidences of low-birth weight infants and preterm delivery and half as much stillbirth. A significant relationship was found between high self-esteem and improved pregnancy outcomes among the Amish. This analysis is believed to be one of the first longitudinal studies of population-based survey data in Amish. The authors are working to further explore the observed relationship between self-esteem and pregnancy outcomes and validate the instrument through interviews with Amish women. INTRODUCTION The Old Order Amish of Lancaster County are one of the best-known Anabaptist sects that broke from the established churches in Europe and migrated to America seeking refuge from religious persecution. The Amish operate within a family-oriented, labor-intensive economic framework striving for self-sufficiency (Hostetler 1983). They have retained the customs and technologies that characterized rural 19th-century society and have rejected most modern technologies such as electricity and telephones (Hostetler 1993). Large family size, spurred on by birth control restrictions, the labor demands of agriculture, the use of modern medicine, and their religious values, has caused this closed population to grow (Kraybill 2001). Over the course of the 20th century, Lancaster County’s Amish population doubled in size approximately every twenty years, growing from 500 to over 27,000 (Kraybill 2008). This growth has shifted occupational patterns, resulting in the rise of nonfarm work since the late 1960s. Today, half of Amish households derive their primary income from commercial activities rather than farming (Martineau & MacQueen 1977; Hostetler 1983; Kraybill 2001). 1 The Amish differ from their non-Amish neighbors, despite living in the same regional environment, due to behaviors and genetic characteristics that cause differences in their health. The Amish are more likely to marry, live in large households, end education early, and engage in agriculture than non-Amish (Kraybill 2001). The Amish report lower rates of alcohol and tobacco consumption. The Amish favor home remedies and tend to pay less attention to prescribed preventative care, perhaps due to a lack of formal education. The absence of preventative medicine among the Amish is seen in the relative lack of immunizations and prenatal care (Hostetler 1963-1964; Adams & Leverland 1986; Huntington 2003). For maternal care during pregnancy and delivery, the Amish traditionally favor the use of Amish midwives. However, they have been shown to utilize physicians at certain times such as the initial diagnosis of pregnancy (Cross 1976; Adams & Leverland 1986; Lucas et al. 1991). While the Amish sometimes deliver their first babies in hospitals, they prefer to deliver at home. The Amish fertility rate has remained constant from the late 19th century into the late 20th century and has been characterized as a representation of natural fertility, falling between 6.5 and 7.0 (Cross & McKusick 1970; Ericksen et al. 1979; Wood et al. 1994). Amish birth intervals are similar to those of other high fertility groups exhibiting shorter intervals between births and longer reproductive spans. Natural fertility, low infant mortality, and selective use of Western biomedicine have been identified as strong cultural patterns that have allowed for reproductive success among the Amish (Hewner 1998). Preterm birth—defined as occurring at less than 37 weeks gestational age—and low-birth weight—defined as infants weighing less than 2,500 grams at birth—are the leading causes of perinatal morbidity and mortality in developed countries and have risen in recent decades. Personal and family history of preterm birth, black race, periodontal disease, low maternal body- 2 mass index, low socioeconomic status, biologic or genetic markers, young maternal age, and adverse behaviors, such as poor nutrition and use of illicit drugs and smoking, place women at increased risk for preterm birth. Depression and social support are also related to preterm birth in varying degrees. Even after adjustment for the effects of sociodemographic, medical, and behavioral risk factors, mothers exposed to stressful conditions and who experience high levels of psychological or social stress are at risk of preterm birth nearly two-fold that of women without such exposures (Lobel et al., 1992; Copper et al. 1996; Goldenberg et al. 2005; Romero et al. 2006; Goldenberg et al. 2008). In addition to stress, other psychosocial factors, such as low levels of pregnancy health locus of control, and social factors, such as an insufficient amount of time and money for nonessentials, have also been shown to correlate with preterm birth. Locus of control in pregnancy refers to a woman’s perception of the effect of her health behaviors on her pregnancy outcomes (Misra et al. 2001). Environmental factors may also interact with social and psychosocial factors in pregnancy outcomes. Recent research into the health of rural women concludes that farm residence may both protect women from poor mental health while also disguising cases through decreased access to screening and treatment that results in fewer diagnoses of depression and other conditions. Low self-esteem among rural women is significantly associated with an increased likelihood of depressive symptoms. However, the mechanism associating self-esteem and mental health within a rural environment remains unclear (Hillemeier et al. 2008). Mental health among the Amish remains an understudied area of research, although Egeland and Hostetter first studied affective disorders among the Amish from 1976-1980 (1983). Miller et al. (2007) present the results of the first systematic, population-based surveys of women in Amish culture. Utilizing data from the original CePAWHS survey collected from 3 2004-2005 (Weisman et al. 2006) and a second 2008 follow-up survey, I report the results of the demographics, behaviors, and exposures of 202 of the 288 original randomly selected Amish women of childbearing age residing in Lancaster County, Pennsylvania. I compare my results with previous findings from the Amish and Central Pennsylvania women generally as well as within follow-up data from 1,040 of the 2,002 original Central Pennsylvania respondents. I examine the relationship between depression, mental health, self-esteem, social support, locus of control, and pregnancy outcomes including preterm birth, low-birth weight, stillbirth, and miscarriage. MATERIALS AND METHODS The methods for the first phase of the household survey of Amish women of childbearing age (18-45) living in Lancaster County, Pennsylvania are described elsewhere. Weisman et al. (2006) provides an overview of the instrument; Yost et al. (2005) describes how the instrument was adapted for use with in-person interviews among the Amish; Miller et al. (2007) highlights the health status and behaviors of Amish respondents from the first survey. The Center for Opinion Research at Franklin & Marshall College conducted a two-year follow-up household survey of the same Amish women from December 2007 to April 2008. The same liaisons and interviewers utilized in the first phase of the survey were used in the second phase (Berwood Yost, Center for Opinion Research at Franklin & Marshall College, personal correspondence, 2008). The study was approved by the Institutional Review Board of Franklin & Marshall College and a Certificate of Confidentiality was obtained from the National Institutes of Health (NIH; CC-HD-04-24). Questions on experiences with and knowledge of depression and mental health were added to the second Amish survey. Of the 288 Amish women who 4 participated in the first survey, 202 participated in the second survey. The second survey response rate (American Association for Public Opinion Research [AAPOR], 2008) was 71.6% (AAPOR response rate 1); the cooperation rate was 73.2% (AAPOR cooperation rate 4). Stress was measured through the use of a twelve-item Prenatal Psychosocial Profile Hassles Scale adapted by Misra, O’Campo, and Strobino (2001) from the Prenatal Psychosocial Profile (Curry, Campbell, & Christian 1994). Social support was measured through the use of eight of the nineteen items on the Medical Outcomes Study (MOS) Social Support Survey (Sherbourne & Stewart 1991). Symptoms of depression were measured using six of the twenty items of the Center for Epidemiologic Studies Depression Scale (CES-D) (Radloff 1977) modified into a dichotomous indicator by Sherbourne, Dwight-Johnson, and Klap (2001). Maternal locus of control was measured using Pregnancy Outcomes Locus of Control (Misra et. al. 2001) with two items added by Weisman on preconception locus of control and beliefs about women’s health. Self-esteem was measured with the ten-item Rosenberg self-esteem scale (Rosenberg 1965). All measures appeared on both the first and second survey with the exception of the Rosenberg Self-Esteem Scale and the Pregnancy Outcomes Locus of Control measure, which appeared only on the first survey. Poor pregnancy scores were calculated for each respondent according to the frequency of low-birth weight, preterm birth, stillbirth, and miscarriage (no Amish survey respondents reported any abortions or ectopic/tubal pregnancies although those options existed in the survey). Two poor pregnancy variables were created to distinguish between outcomes that may have some genetic roots—miscarriage and, to a lesser extent, stillbirth—and those that may have environmental and behavioral roots—low-birth weight and preterm delivery. This method allows for some duplication in scoring. 5 SPSS version 16.0 was used to conduct the reported analyses. A merged dataset was constructed including data from the first and second phases of the Amish survey. RESULTS The second phase of the Amish survey yielded follow-up surveys for 202 (70.1%) of the 288 Amish women of childbearing age (18-45) who participated in the first phase. Three demographic characteristics from the first survey—age group, educational attainment, number of pregnancies—were utilized to compare the sample of Amish women who took both the first and second surveys (n=202) with those who only participated in the first survey (n=86) (Table 1). Using χ2 analysis, the data provide sufficient evidence to conclude that Amish women who completed both surveys did not differ from those who only took the first survey (age groups, P=0.484; education attainment, P=0.362; number of pregnancies, P=0.177). Of the 202 Amish women who completed both surveys, 178 (88.1%) experienced at least one pregnancy in their lifetime and 138 (68.3%) experienced at least one live birth since the first survey. At the time of the second survey, 26 women (12.9%) were pregnant. All live births occurring from pregnancies between the two surveys were singleton births. The majority (82.4%) of women who experienced a pregnancy between the two surveys had at least one live birth; 87 women had only one live birth while 24 women had two live births and one woman had three live births. Low-birth weight and preterm birth occurred in only 3 (2.2%) live births to Amish women who completed both surveys during the time between surveys. Two babies born between the surveys were preterm and one baby was both preterm and low-birth weight. The three women who experienced these preterm and low-birth weight infants do not appear to share any common characteristics, such as parity or maternal age. Poor pregnancy scores utilizing first survey data were also used to compare women who completed both surveys to those who only completed the 6 first survey. The pregnancy outcomes of women who completed both surveys did not differ significantly from those of women who completed only the first survey (genetic poor pregnancy score P=0.302; environmental/behavioral poor pregnancy score P=0.135). Table 1. Demographic characteristics of Amish women ages 18-45 in Lancaster County, Pennsylvaniaa First Survey Only (n=86) n % Variable Both First and Second Surveys (n=202) n % Age groups (years) 18-20 7 8.1 10 5.0 21-25 18 20.9 39 19.3 26-30 26 30.2 59 29.2 31-35 20 23.3 41 20.3 36-40 12 14.0 34 16.8 41-45 3 3.5 19 9.4 Less than high school 85 98.8 200 99.0 High school graduate or equivalent 0 0.0 1 0.5 Some college or vocational program 0 0.0 1 0.5 Refused 1 1.2 0 0.0 0 13 15.3 41 20.3 1 9 10.6 4 2.0 2 10 11.8 19 9.4 3 7 8.2 21 10.4 4 11 12.9 27 13.4 5 11 12.9 20 9.9 6 5 5.9 21 10.4 7 6 7.1 24 11.9 8 5 5.9 7 3.5 9 3 3.5 7 3.5 10 2 2.4 7 3.5 11-21 3 3.6 4 2.0 Educational attainment b Number of pregnancies a Data are derived from first survey responses of Amish women in 2004-2005 (n=288) For the sample of women who only responded to the first survey, one respondent did not provide information on the number of pregnancies. Therefore, valid percents are presented in the table to account for this missing datum b Of the 1,420 Central Pennsylvanian women who completed both surveys, 1,155 (81.3%) experienced at least one pregnancy in their lifetime and 162 (11.4%) experienced at least one live 7 birth between the two surveys. Of the 162 live births, 8.7 percent (n=14) were preterm and 6.2 percent (n=10) were low-birth weight. At the time of the second survey, only 2 (0.2%) women were pregnant from the Central Pennsylvania population. Comparing the 1,155 women from Central Pennsylvania with the 178 Amish women, all of whom experienced at least one pregnancy in their lifetime and completed both surveys, the Amish, despite experiencing more pregnancies in their lifetime, present lower numbers of low-birth weight infants (10.1% versus 12.4%), relatively equal numbers of preterm delivery (14.5% versus 15.0%), and less stillbirth (1.1% versus 2.4%). As expected with a higher number of pregnancies, more Amish women experience at least one miscarriage than women in Central Pennsylvania (44.1% versus 29.7%). The risk of experiencing a low-birth weight baby is 31.99 per 1,000 live births in the Amish and 70.8 per 1,000 in Central Pennsylvania. The risk of experiencing a preterm delivery is 54.50 per 1,000 live births in the Amish and 92.23 per 1,000 in Central Pennsylvania. The risk of experiencing a miscarriage is 161.14 per 1,000 live births in the Amish and 206.7 per 1,000 in Central Pennsylvania. The risk of experiencing a stillbirth is 2.37 per 1,000 live births in the Amish and 11.7 per 1,000 in Central Pennsylvania. These risks are the most comparable statistics for comparison between the two populations. They are not comparable to annual statistics outside of this study as my data are derived from lifetime experience prior to the second survey. Psychosocial Determinants Stress, determined by the Prenatal Psychosocial Profile Hassles Scale, ranges from 12-48 with a higher score representing higher stress. Scores for Amish women ranged from 12-28 and from 12-37 for women in Central Pennsylvania. The mean stress score was 15.13 (SD 2.713) for Amish women and 17.03 (SD 3.89) for women in Central Pennsylvania. Stress scores were significantly different between Amish women and women in Central Pennsylvania (χ2=18.85, 8 P<0.001) (Table 2). Social support, determined by MOS Social Support Survey, ranges from 8-40 with a higher score representing higher perceived social support. Scores for Amish women ranged from 21-40 and from 8-40 for women in Central Pennsylvania. The mean social support score was 36.58 (SD 4.12) for Amish women and 35.51 (SD 5.71) for women in Central Pennsylvania. Social support scores were significantly different between Amish women and women in Central Pennsylvania (χ2=8.968, P=0.030) (Table 2). Depression, determined by the CES-Depression Scale, ranges from 0-12, with higher scores indicating a higher level of depression. Scores ranged from 0-5 among Amish women and from 0-11 among women in Central Pennsylvania. The mean CES-D score was 0.82 (SD 1.14) for Amish women and 1.88 (SD 2.15) for women in Central Pennsylvania. In the CES-D scale, a score above “4” indicates depression. Despite the larger range of scores from the first Amish survey, the second survey identified more respondents as depressed with 3 women scoring above a 4 compared with 1 woman in the first survey scoring above a 4. Depression scores were significantly different between Amish women and women in Central Pennsylvania (χ2=29.87, P<0.001) (Table 2). Maternal locus of control, determined by the Pregnancy Outcomes Locus of Control measure, was assessed only on the first survey. Pregnancy Outcomes Locus of Control scores range from 7-28, with a higher score representing a higher degree of perceived control. Scores for Amish women ranged from 16-28 and from 17-28 for women in Central Pennsylvania. The mean locus of control score for Amish women was 20.15 (SD 1.72) and was 24.28 (SD 2.69) for women in Central Pennsylvania. Maternal locus of control scores were significantly different between Amish women and women in Central Pennsylvania (χ2=13.27, P<0.001) (Table 2). 9 Table 2. Psychosocial characteristics of Amish women in Lancaster County, Pennsylvania and women in the general Central Pennsylvania populationa Amish Sample (n=202) Psychosocial Variable n P-Valuec General Population (n=1,040) n % % Prenatal Psychosocial Hassles Scale <0.001 First Quartile [12-21] 196 97.0 1225 86.3 Second Quartile [22-30] 6 3.0 180 12.7 Third Quartile [31-39] 0 0 14 1.0 Fourth Quartile [40-48] 0 0 0 0 MOS Social Support 0.030 First Quartile [8-15] 0 0 16 1.1 Second Quartile [16-23] 3 1.5 55 3.9 Third Quartile [24-31] 18 9.0 188 13.3 Fourth Quartile [32-40] 180 89.6 1157 81.7 CES-Depression Scale <0.001 First Quartile [0-3] 192 96.0 1140 80.3 Second Quartile [4-6] 8 4.0 219 15.4 Third Quartile [7-9] 0 0 53 3.7 Fourth Quartile [10-12] 0 0 6 0.4 Pregnancy Outcomes Locus of Control b <0.001 First Quartile [7-11] 0 0 0 0 Second Quartile [12-16] 2 2.4 0 0 Third Quartile [17-22] 77 91.7 110 27.7 Fourth Quartile [23-28] 5 6.0 287 72.3 b <0.001 Rosenberg Self-Esteem Scale First Quartile [0-7] 0 0 1 0.1 Second Quartile [8-14] 3 2.1 42 3.0 Third Quartile [15-22] 134 94.4 645 46.0 Fourth Quartile [23-30] 5 3.5 713 50.9 a Data are derived from second survey responses of Amish women (n=202) and general Central Pennsylvanian women (n=1,040) in 2008 b Data for self-esteem and locus of control are derived from the first survey responses of the 202 Amish and 1,040 Central Pennsylvanian women who completed the follow-up/second survey in 2008. c p-Value for appropriate test of statistical significance between the Amish sample and the Central Pennsylvania sample Self-esteem, determined by the Rosenberg Self-Esteem Scale, was assessed only on the first survey. Self-esteem scores range from 0-30, with higher score representing higher selfesteem. Scores ranged from 12-27 for Amish women and from 6-27 for women in Central 10 Pennsylvania. The mean self-esteem score was 18.48 (SD 1.84) for Amish women and 22.28 (SD 3.75) for women in Central Pennsylvania. Self-esteem scores were significantly different between Amish women and women in Central Pennsylvania (χ2=12.23, P<0.001) (Table 2). Amish women who completed the second phase of the survey were also questioned on their feelings surrounding depression. Amish women most commonly responded that when an individual says she is “depressed” she is indicating that she feels sad, blue, down, not happy, downhearted, and or has negative thoughts. The plurality of respondents (n=55, 44.7%) in the second phase indicated that feeling depressed was common among the Amish. The most common events, experiences, or situations indentified as causing feelings of depression among the Amish were 1) new babies, childbirth, postpartum, hormonal change (n=21) 2) workload, tired, worn out, under pressure (n=19) and 3) family or friend illness/death (n=13). Bivariate Analyses of Psychosocial Determinants Stress was not significantly related to lifetime poor pregnancy scores for Amish women (environmental/behavioral χ2=6.418, P=0.179; genetic χ2=4.596, P=0.331) or for women in Central Pennsylvanian (environmental/behavioral χ2=0.924, P=0.630; genetic χ2=5.544, P=0.063). However, for women in Central Pennsylvania, stress and environmental/behavioral pregnancy outcomes present an intriguing trend worthy of future study. Social support scores were not significantly related to Amish poor pregnancy scores (environmental/behavioral χ2=3.109, P=0.540; genetic χ2=3.761, P=0.439) or to Central Pennsylvania poor pregnancy scores (environmental/behavioral χ2=1.892, P=0.388; genetic χ2=3.552, P=0.169). The relationship between CES-D scale scores on the second survey and lifetime poor pregnancy scores was not statistically significant for Amish women (environmental/behavioral χ2=0.421, P=0.810; genetic χ2=1.772, P=0.412) nor was it significant among Central Pennsylvanian 11 Table 3. Bivariate analyses of psychosocial determinants and pregnancy outcomes among Amish women in Lancaster County, Pennsylvania and women in the general Central Pennsylvania populationa Pregnancy Outcomes Variable Amish Sample (n=202) Psychosocial Variable Genetic General Population (n=1,040) Environmental/ Genetic Environmental/ Behavioral 2 χ 2 P χ P Behavioral 2 P χ χ2 P Prenatal Psychosocial Hassles Scale 4.596 0.331 6.418 0.179 5.544 0.063 0.924 0.630 3.761 0.439 3.109 0.540 3.552 0.169 1.892 0.388 1.772 0.412 0.421 0.810 6.609 0.158 2.898 0.575 0.907 0.635 5.182 0.075 1.313 0.519 1.204 0.548 MOS Social Support CES-Depression Scale Pregnancy Outcomes Locus of Control b b Rosenberg Self-Esteem Scale Significant* 14.690 Significant* 0.001 8.581 0.014 Significant* 3.805 0.149 7.839 0.020 a Data are derived from second survey responses of Amish women (n=202) and general Central Pennsylvanian women (n=1,040) in 2008 who have experienced at least one pregnancy in their lifetime b Data for self-esteem and locus of control are derived from the first survey responses of the 202 Amish and 1,040 Central Pennsylvanian women who completed the follow-up/second survey in 2008. * Indicates statistical significance at P≤0.05 women (environmental/behavioral χ2=2.898, P=0.57; genetic χ2=6.609, P=0.158). For Amish women, maternal locus of control score was not significantly related to either poor pregnancy score (environmental/behavioral χ2=5.182, P=0.075; genetic χ2=0.907, P=0.635). Despite this, the relationship between maternal locus of control and environmental/behavioral pregnancy outcomes presents yet another trend worthy of further study. Maternal locus of control within Central Pennsylvania was not significantly related to either poor pregnancy measure (environmental/behavioral χ2=1.204, P=0.548; genetic χ2=1.313, P=0.519) (Table 3). Self-esteem score was significantly related to both poor pregnancy measures among the Amish (environmental/behavioral χ2=8.581, P=0.014; genetic χ2=14.69, P=0.001). Amish women with higher self-esteem were more likely to experience no poor pregnancy outcomes 12 than those with lower self-esteem (Table 4). In the analyses, for Amish women who had a poor pregnancy score greater than zero, three out of the four residuals were positive among women with low self-esteem for genetic poor pregnancy scores and four out of five of the residuals were positive among women with lower self-esteem for environmental/ behavioral poor pregnancy scores. Within the Central Pennsylvania population, self-esteem was significantly related to the environmental/behavioral poor pregnancy variable (χ2=7.839, P=0.020) but not the genetic poor pregnancy variable (χ2=3.805, P=0.149) (Table 3). Table 4. Relationship between self-esteem and poor pregnancy outcomes among Amish women in Lancaster County, Pennsylvaniaa Number of Poor Pregnancy Outcomes Experienced Pregnancy Outcome Category None One Two or More % (n) % (n) % (n) Genetic Lower Self-Esteem 34.0% (18) 45.3% (24) 20.8% (11) Higher Self-Esteem 64.3% (45) 15.7% (11) 20.0% (14) Lower Self-Esteem 73.6% (39) 5.7% (3) 20.8% (11) Higher Self-Esteem 92.9% (65) 1.4% (1) 5.7% (4) Environmental/Behavioral a Data are derived from second survey responses of Amish women (n=202) in 2008 who have experienced at least one pregnancy in their lifetime Religion and Health The majority of Amish women (60.9%, n=109) attend religious services twice per month while 39.1 percent (n=70) attend three to five times per month. Among women in Central Pennsylvania, 35.6 percent (n=410) indicated that they never attend religious services while 41.8 percent (n=482) replied that they attend four or more times per month. For women in Central Pennsylvania, religious service attendance is significantly related to higher self-esteem (χ2=18.16, P=0.001) and social support scores (χ2=16.29, P=0.012) and lower scores for depression (χ2=15.48, P=0.017). Religious service attendance among women in Central 13 Pennsylvania was not related to any pregnancy outcomes. Religious service attendance among Amish women was significantly related to genetic poor pregnancy scores (χ2=8.585; P=0.014). DISCUSSION I believe this analysis is among the first longitudinal studies of systematic, populationbased survey data in Amish culture (Miller et al. 2007). My results allow for comparison with previous findings from the CePAWHS and with other American women. Further, it is my hope that research within the Amish population can serve to diminish the weight of stereotype in understanding Amish culture (Kraybill 2001). This representative longitudinal sample allows for evaluation of beliefs, behaviors, and outcomes over time for 202 Amish women in Lancaster County, Pennsylvania. Examining behaviors and pregnancy outcomes within the Amish population allows us to better understand the social, behavioral, and biological determinants at work during pregnancy by removing factors such as alcohol and drug use and certain technologies from the observed environment. Given the low incidence of low-birth weight and preterm births between the first and second surveys, I suspected that woman who had more poor outcomes opted out of the second survey. However, women who completed both surveys did not differ in any detectable way from those who participated only in the first survey and both groups had similar poor pregnancy scores at the time of the first survey. It is more likely that Amish women actually are experiencing much lower rates of preterm birth and low-birth weight in recent years. I am working to further illuminate the change in Amish pregnancy outcomes over time to assist in identifying the cause of reduced low-birth weight and preterm birth. It is also possible that these 202 Amish women experienced fewer cases of preterm birth and low-birth weight because the first survey educated them to further consider the relationship between their behavior and their 14 outcomes such that they may have modified their behavior, reducing the incidence of poor pregnancy outcomes. It is possible that Amish women experience fewer poor pregnancy outcomes when compared with the general population as they are more prepared for pregnancy and have the social support within their community necessary for positive outcomes (Miller et al. 2007). While increased use of assisted reproductive technologies has contributed to the recent overall rise of preterm births, these technologies are not used in the Amish population and may explain part of the reason for the lower rate of low-birth weight in the population. Technology, in general, is only accepted among the Amish in select cases that assist in “making a living” (Goldenberg et al. 2008; Kraybill 2001). The Amish women who participated in the second survey did not present many cases of depression and the vast majority of women surveyed indicated that they never had depressive feelings. Stress levels also remained relatively low for the Amish and Amish women overwhelmingly expressed strong social support from their family and community. Social ties to the community are known to play a beneficial role in the maintenance of psychological wellbeing (Kawachi and Berkman 2001). It is important to note, however, that involvement in close social structures does not always lead to improved mental health outcomes. The lower levels of stress and depression found in both the first and second survey may be causative agents of the lower rates of poor outcomes or may be due to a lack of education and diagnosis. While an established relationship exists between stress, depression, social support, and health, none of these psychosocial factors were related to poor pregnancy outcomes in our analyses. In contrast to the Amish, Central Pennsylvania women indicated higher levels of stress and depression and lower levels of social support. 15 Central Pennsylvania women scored higher than Amish women on measures of locus of control and self-esteem. Higher levels of maternal health locus of control in the general population have been shown to be positively associated with infants receiving timely and appropriate well-baby examinations and immunizations. As a mother’s perceived control over her infant’s health increases so does the frequency and timeliness of preventative health care access, which is related, in turn, to infant health status (Tinsley and Holtgrave 1989). Extending this knowledge to the pregnancy timeframe, women with a higher locus of control would be more likely to access prenatal care. Until recently, early access to prenatal care has been viewed as a means to reduce prematurity. However, recent research indicates that this association is most likely derived from the high rate of preterm birth among women without prenatal care than from the content of care administered (Iams et al. 2008). It is possible that the community support present in the Amish population serves as a substitute for the support of medical professionals received through prenatal care by women in the general population. Further, the reduced sense of control among the Amish may be due to a lack of understanding or, perhaps, due to Amish reliance upon religious faith, rather than on the self, to deliver a healthy infant. In addition to social support, internal resources, such as self-esteem, are also known to buffer the negative effects of stress on mental health (Bovier et al. 2004). Social support and locus of control are two psychosocial factors that play a significant role in modifying stress and health levels and may mediate the relationship between the two (Israel & Schurman 1990). While social support may also directly improve mental health by elevating self-esteem, the collectivist nature of Amish society may discourage Amish individuals from exhibiting high levels of self-esteem (Diener & Diener 1995). Research has shown that relationship between self-esteem and life satisfaction is lower in collectivistic societies, such as the Amish, when 16 compared with individualistic societies, such as the general population examined in Central Pennsylvania (Diener & Diener 1995). While social support and self-esteem may buffer the effects of depression and stress among the Amish, religion may also serve to further insulate their mental health and improve physical health. Unlike religious individuals in the general population who attend services once a week, the Amish attend what is known as their preaching service every other Sunday (Hostetler 1993). All Amish women indicated regular attendance at religious services compared with over a third of women in Central Pennsylvania who do not attend regularly. Regular attendance at religious services results in higher reported mental health component scores than those attending less than once per week (King et al. 2005). While stress, depression, and self-esteem were significantly related to religious service attendance among women in Central Pennsylvania, none of the psychosocial determinants were significantly related to religious attendance among the Amish—perhaps due to a lack of variance in attendance among the Amish. Religion is at the foundation of Amish society and, while not shown in the data, it remains likely that religious faith provides a resource for coping with stress, depression, and other illness. This relationship may be observed when considered outside of church attendance alone. Regular attendance at religious services has also been shown to reduce health decline and improve physical health such as through lowering blood pressure particularly when paired with regular prayer (King et al. 2005; Koenig et al. 1988; Scotch 1963; Walsh 1980; Benson et al. 1977; Timio 1985). Religious involvement also provides another source of social support, which benefits women above men and may be mediated by neuroendocrine mechanisms (King et al. 2005). Religious service attendance was related to a reduction in genetic poor pregnancy outcomes among the Amish but not among women in Central Pennsylvania. Given that all 17 Amish women surveyed indicate regular religious service attendance, it is possible that the relationship between religious service attendance, mental health, and physical health may help explain the improved pregnancy outcomes. While religion can improve mental health, it may also be the cause of lower self-esteem scores among the Amish. Within the Amish faith, pride—a component of self-esteem—is viewed as sin and is, therefore, discouraged. However, 78.9 percent of Amish women in the survey rejected the statement “I feel that I do NOT have much to be proud of.” The statement that elicited the highest response indicating low self-esteem levels was “I wish I could have more respect for myself” with 57.8 percent of the Amish women agreeing or strongly agreeing. Selfesteem was the only psychosocial characteristic significantly related to pregnancy outcome among Amish women. In order to further examine the observed relationship between selfesteem and both poor pregnancy variables among the Amish and to validate the Rosenberg SelfEsteem Scale within the population, the authors are currently conducting interviews with Amish women. These interviews are being conducted through use of the Rosenberg Self-Esteem Scale and a “talk aloud” process in conjunction with specific questions on self-esteem, pride, and respect in the community. My research seeks to explore the factors that contribute to better mental health status and pregnancy outcomes despite a relative lack of preventative care among Amish women. The pervasiveness of religion in the community, a common set of values, and a social structure unique to the Amish population may be the basis of their mental health. The community support derived from these characteristics may cause better mental health by increasing social support and self-esteem and limiting depressive symptoms. These positive mental health indicators may improve physical health. Further research into the experience and conception of self-esteem in 18 the Amish community will allow for a better understanding of the interaction between mental health and physical health in pregnancy. Additional research is required to understand the low incidence of poor pregnancy outcomes in the Amish when compared with women in Central Pennsylvania. FUNDING This work was supported by the Pennsylvania Department of Health [grant number 4100020719]. The Department specifically disclaims responsibility for any analyses, interpretations, or conclusions. ACKNOWLEDGEMENTS Thank you to Berwood Yost, Kirk Miller, Alison Kibler, and Sean Flaherty for their course, “Public Health Research: Pregnancy Outcomes in American Women” that first introduced me to data analysis and this specific data set and inspired me to pursue a future in reproductive epidemiology. Thank you to Misty Bastian, Alison Kibler, and Berwood Yost for their involvement in my Honors Defense Committee. Thank you to Donald Kraybill for his insight and encouragement to pursue further assessment of self-esteem among the Amish population. Thank you also to Kirk Miller for his advising, instruction, and encouragement throughout my research process. 19 REFERENCES Adams, C. E., & Leverland, M. B. The effects of religious beliefs on the health care practices of the Amish. 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