Materials and Methods
Data source
Data were from the Pregnancy Risk Assessment Monitoring System (PRAMS) for 2009-2010. PRAMS provides population-based data on self-reported maternal behaviors and experiences before, during, and after pregnancy among women who have had a recent live birth. Women are sampled from a frame of states’ birth certificate files 2-6 months after delivery. A stratified systematic sampling method is used to over-sample mothers with adverse birth outcomes and racial/ethnic minority groups. The PRAMS questionnaire was a combination of core questions that are asked by all states and standard questions that states can choose to include; thus, each state has a unique PRAMS questionnaire. Four states (MD, MI, NJ, OH) chose to include the questions on reported receipt of PCC and the questions on receipt of specific pregnancy-related preventive health messages and maternal behaviors before and during pregnancy. PRAMS required a minimum response rate of 65% to release the 2009-2010 data. Further details of PRAMS methods (which includes sampling, stratification, weighting, questionnaire, data collection, and data management) are described elsewhere.
Data analysis
Only women who answered “yes” to the question, “Before you got pregnant with your new baby, did you talk with a doctor, nurse, or other health care worker to prepare for a healthy pregnancy and baby?” were asked to answer the questions on specific health messages received before pregnancy (32.2% of the total sample; n = 10,267 women). PCC messages received and corresponding behaviors that were examined included taking vitamins with folic acid before pregnancy, dieting to lose weight or exercising before pregnancy, smoking during pregnancy, and drinking alcohol during pregnancy ( Table 1 ).
Before you got pregnant with your new baby, did a doctor, nurse, or other health care worker talk with you about any of the things listed below? | Corresponding behavior/characteristic |
---|---|
Taking vitamins with folic acid before pregnancy | During the month before you got pregnant with your new baby, how many times per week did you take a multivitamin, a prenatal vitamin, or a folic acid vitamin? b |
Being a healthy weight before pregnancy c | At any time during the 12 months before you got pregnant with your new baby, did you do any of the following things? |
Option a: I was dieting (changing my eating habits) to lose weight | |
Option b: I was exercising ≥3 days per week d | |
How smoking during pregnancy can affect a baby | During the last 3 months of pregnancy, did you smoke cigarettes? |
How drinking alcohol during pregnancy can affect a baby | During the last 3 months of pregnancy, did you drink any alcohol? |
a Pregnancy Risk Assessment Monitoring System 2009-2010
b Took vitamins at least once weekly or did not take a vitamin at all
c Respondents could check all items that applied among a list of 8 items, and each choice listed here was coded as a separate dichotomous variable (yes/no)
Vitamin use was assessed with the question, “During the month before you got pregnant with your new baby, how many times a week did you take a multivitamin, a prenatal vitamin, or a folic acid vitamin?” Responses were coded as yes (range, 1–7 times each week; 76% of women reported daily use) vs no.
Only women who were overweight or obese before pregnancy were included in the analyses on dieting and exercising before pregnancy. Maternal prepregnancy overweight and obesity were determined from self-reported height and weight data that were collected at the time of survey completion. Dieting and exercising before pregnancy were assessed with the following question: “At any time during the 12 months before you got pregnant with your new baby, did you do any of the following things? For each item, circle Y (Yes) if you did it or N (No) if you did not.” “I was dieting (changing my eating habits) to lose weight” and “I was exercising ≥3 days of the week” were coded as yes or no.
Likewise, only women who reported smoking or alcohol use in the past 2 years were asked about smoking and alcohol use during pregnancy. Thus, the analyses that were related to smoking and drinking were restricted to women who reported use in the past 2 years. Women who reported smoking any cigarettes in the past 2 years were asked further, “In the last 3 months of your pregnancy, how many cigarettes did you smoke on an average day?” with any smoking coded as yes. Women who reported having any alcoholic drinks in the last 2 years were further asked, “During the last 3 months of your pregnancy, how many alcoholic drinks did you have in an average week?”; any reported drinking was coded as yes.
Separate weighted multivariable logistic regression models were used to assess the association between receipt of specific PCC messages (exposure) and maternal behaviors before and during pregnancy (outcomes). The following potential covariates were assessed for their association with maternal behaviors before and during pregnancy: state, maternal age (≤19, 20-24, 25-29, 30-34, or ≥35 years old), race/ethnicity (non-Hispanic white, non-Hispanic black, non-Hispanic Asian, non-Hispanic other, Hispanic), maternal education (<12, 12, or ≥12 years), household income (<$25,000, $25,000-34,999, $35,000-49,999, ≥$50,000), marital status (married, unmarried), parity (0, ≥1), prepregnancy insurance status (Medicaid, private, none, other), prepregnancy maternal body mass index (<18.5, 18.5-24.9, 25-29.9, ≥30 kg/m 2 ), adequacy of prenatal care determined by calculation of the Kotelchuck index (composite score that summarizes prenatal care based on the number and timing of prenatal visits), and pregnancy intention. Variables that were found to be significant at a probability value of ≤ .05 in the bivariate analysis with PCC or in the fully adjusted model were included in the final multivariate models. Data analyses were completed with survey procedures in SAS software (version 9.3; SAS Institute, Research Triangle Park, NC). This study was deemed exempt for review by the Nationwide Children’s Hospital Institutional Review Board.
Results
Most of the 3446 women whose data were included in the sample were between 25-34 years old, were non-Hispanic white, had more than a high school education, had a family income of >$50,000, were married, had previous children, had private insurance, had at least adequate prenatal care, and intended to become pregnant ( Table 2 ). Additionally, 45% of the women were overweight or obese before pregnancy; 25% of the women reported smoking at least 1 cigarette in the last 2 years, and 71% of the women reported drinking at least 1 alcoholic drink in the past 2 years.
Characteristic | n | % b | Standard error b |
---|---|---|---|
Maternal age, y | |||
<20 | 249 | 7.2 | 0.6 |
20-24 | 512 | 16.7 | 0.9 |
25-29 | 841 | 29.6 | 1.1 |
30-34 | 862 | 29.0 | 1.0 |
>34 | 982 | 17.6 | 0.8 |
Missing | 0 | ||
Race and ethnicity | |||
Non-Hispanic white | 1611 | 63.1 | 0.8 |
Non-Hispanic black | 958 | 19.0 | 0.5 |
Non-Hispanic Asian | 286 | 5.1 | 0.3 |
Hispanic | 299 | 10.8 | 0.5 |
Non-Hispanic other | 44 | 2.0 | 0.4 |
Missing | 248 | ||
Education | |||
Less than high school | 433 | 12.4 | 0.8 |
High school | 692 | 20.9 | 1.0 |
More than high school | 2297 | 66.8 | 1.1 |
Missing | 24 | ||
Household income ($/y) | |||
<25,000 | 1018 | 30.7 | 1.1 |
25,000-34,999 | 207 | 5.9 | 0.5 |
35,000-49,999 | 234 | 8.3 | 0.7 |
≥50,000 | 1758 | 55.1 | 1.1 |
Missing | 229 | ||
Marital status | |||
Married | 2318 | 69.1 | 1.0 |
Unmarried | 1127 | 30.9 | 1.0 |
Missing | 1 | ||
Parity | |||
No previous live births | 1516 | 44.4 | 1.2 |
≥1 live births | 1907 | 55.6 | 1.2 |
Missing | 23 | ||
Prepregnancy insurance | |||
Medicaid | 579 | 16.4 | 0.9 |
Private | 2192 | 66.0 | 1.1 |
None | 275 | 8.7 | 0.7 |
Other | 362 | 8.9 | 0.6 |
Missing | 38 | ||
Prepregnancy body mass index | |||
Underweight (<18.5 kg/m 2 ) | 137 | 4.0 | 0.5 |
Normal (18.5-24.9 kg/m 2 ) | 1671 | 51.5 | 1.2 |
Overweight (25.0-29.9 kg/m 2 ) | 783 | 23.6 | 1.0 |
Obese (≥30.0 kg/m 2 ) | 705 | 21.0 | 1.0 |
Missing | 150 | ||
Adequacy of prenatal care c | |||
Inadequate | 384 | 11.7 | 0.8 |
Intermediate | 399 | 14.9 | 0.9 |
Adequate | 1215 | 44.7 | 1.2 |
Adequate plus | 1188 | 28.7 | 1.0 |
Missing | 260 | ||
Pregnancy intention | |||
Intentional | 2432 | 71.2 | 1.1 |
Unintentional | 973 | 28.8 | 1.1 |
Missing | 41 | ||
Smoking in the past 2 years | |||
No | 2593 | 75.2 | 1.0 |
Yes | 809 | 24.8 | 1.0 |
Missing | 44 | ||
Alcohol in the past 2 years | |||
No | 1127 | 29.2 | 1.0 |
Yes | 2269 | 70.8 | 1.0 |
Missing | 50 |
a Pregnancy Risk Assessment Monitoring System 2009-2010
c Determined by calculation of the Kotelchuck index, a composite score that summarizes prenatal care based on the number and timing of prenatal visits.
Women who received the message about taking vitamins with folic acid before pregnancy reported taking vitamins significantly more often in the month before pregnancy compared with women who did not receive the message (77% vs 40%; P < .01; Figure , A). Among overweight and obese women, there was no difference in dieting or exercising between those who received the message about being a healthy weight before pregnancy and those who did not (dieting: 41% vs 39%; P = .58; Figure , B; exercising: 43% vs 40%; P = .42; Figure , C). Among smokers, women who received the message regarding how smoking during pregnancy can affect the baby smoked more often during the last 3 months of pregnancy than women who did not receive the message (47% vs 27%; P < .01; Figure , D). We also were able to examine the number of women who reported quitting smoking during pregnancy and found similar results; fewer women who received the message regarding how smoking during pregnancy can affect the baby quit smoking during pregnancy (39%) compared with women who did not receive the message (53%; data not shown). Among drinkers, the same percentage of women who did and did not receive the message about how drinking alcohol during pregnancy can affect the baby drank in the last 3 months of pregnancy (13% vs 13%; P = .86; Figure , E).
In multivariable adjusted models, women who received the message about taking vitamins with folic acid before pregnancy were at increased odds of taking a vitamin in the month before pregnancy; we adjusted for marital status, parity, prepregnancy insurance, and pregnancy intention (odds ratio [OR], 2.99; 95% confidence interval [CI], 2.24–4.00; Table 3 ). Among overweight and obese women, there was no significant difference in dieting (adjustment for income and parity) or exercising (adjustment for prenatal care) among women who received the message about being a healthy weight before pregnancy compared with those who did not receive the message (dieting: OR, 1.06; 95% CI, 0.77–1.47; exercising: OR, 1.10; 95% CI, 0.81–1.51). Among smokers, women who received the message about the effects of smoking during pregnancy were more likely to smoke during the last 3 months of pregnancy, adjustment for prepregnancy body mass index and prenatal care (OR, 2.22; 95% CI, 1.21–4.09). Among drinkers, there was no significant difference between women who did or did not receive the message about the effects of alcohol use during pregnancy or alcohol use during the last 3 months of pregnancy, adjusting for maternal race and income (OR, 0.95; 95% CI, 0.65–1.38).
Maternal health behavior | Receipt of message | Odds ratio | 95% confidence interval |
---|---|---|---|
Taking vitamins with folic acid before pregnancy b | No | Reference | |
Yes | 2.99 | 2.24–4.00 | |
Dieting to lose weight before pregnancy c | No | Reference | |
Yes | 1.06 | 0.77–1.47 | |
Exercising before pregnancy d | No | Reference | |
Yes | 1.10 | 0.81–1.51 | |
Smoking in last 3 months of pregnancy e | No | Reference | |
Yes | 2.22 | 1.21–4.09 | |
Alcohol use in the last 3 months of pregnancy f | No | Reference | |
Yes | 0.95 | 0.65–1.38 |
a Pregnancy Risk Assessment Monitoring System 2009-2010 data from MD, MI, NJ, OH. Only women who answered “yes” to the question, “Before you got pregnant with your new baby, did you talk with a doctor, nurse, or other health care worker to prepare for a healthy pregnancy and baby?” were asked to answer the questions on specific preconception counseling messages that were received before pregnancy (32% of the total sample)
b Exposure was based on the following preconception care question: “Before you got pregnant with your new baby, did a doctor, nurse, or other health care worker talk to you about taking vitamins with folic acid before pregnancy?”; the outcome was based on the corresponding response to the following behavior question: “During the month before you got pregnant with your new baby, how many times per week did you take a multivitamin, a prenatal vitamin, or a folic acid vitamin?”; the model was adjusted for marital status, parity, prepregnancy insurance, and pregnancy intention
c Exposure was based on the following preconception care question: “Before you got pregnant with your new baby, did a doctor, nurse, or other health care worker talk to you about being a healthy weight before pregnancy?”; the outcome was based on the corresponding responses to the following behavior questions: “At any time during the 12 months before you got pregnant with your new baby, did you do any of the following things? I was dieting (changing my eating habits) to lose weight” (yes/no); the model was adjusted for income and parity
d Exposure was based on the following preconception care question: “Before you got pregnant with your new baby, did a doctor, nurse, or other health care worker talk to you about being a healthy weight before pregnancy?”; the outcome was based on the corresponding responses to the following behavior questions: “At any time during the 12 months before you got pregnant with your new baby, did you do any of the following things? I was exercising ≥3 days of the week” (yes/no); the model was adjusted for prenatal care
e Responses were based on the following preconception care question: “Before you got pregnant with your new baby, did a doctor, nurse, or other health care worker talk to you about how smoking during pregnancy can affect a baby?”; the outcome was based on the corresponding response to the following behavior question: “During the last 3 months of pregnancy, did you smoke cigarettes?”; the model was adjusted for maternal prepregnancy body mass index and prenatal care
f Responses were based on the following preconception care question: “Before you got pregnant with your new baby, did a doctor, nurse, or other health care worker talk to you about how drinking alcohol can affect a baby?”; the outcome was based on the corresponding response to the following behavior question: “During the last 3 months of pregnancy, did you drink any alcohol?”; the model was adjusted for maternal race and income.