Predictors of Stress in Pregnant Women: Findings from the Maternity Experiences survey

Predictors of Stress in Pregnant Women: Findings from the Maternity Experiences Survey
Dawn Kingston, RN, MSc, PhD(c), McMaster University

Report on STIRRHS Fellowship Project conducted at the Public Health Agency of Canada

Background: The experience of stress during pregnancy has been linked to adverse maternal and infant outcomes, including low birth weight, congenital anomalies, preterm birth, and postpartum depression. The impact of maternal stress hormones on the fetus’ developing HPA-axis has also been associated with long-term effects in children and adults, such as depression and metabolic dysregulation. Although interventions to reduce maternal stress during pregnancy have largely been ineffective, very few studies have examined predictors of stress in order to support the development of effective clinical interventions. In addition, findings across studies measuring stress in different ways have been inconsistent. Given that maternal stress is a modifiable risk factor, there is a need to understand the predictors of stress in women’s lives.

Purpose: The purpose of this study was to utilize data from the Maternity Experiences Survey (MES) of the Canadian Perinatal Surveillance System to describe predictors of stress in Canadian women in the year prior to giving birth, and to compare how these predictors vary when the outcome variable of stress was measured using stressful life events or perceived stress.
Methods: A randomly selected sample of 8,542 women who had recently given birth was drawn from the 2006 Canadian Census; 6,421 women (78%) participated in a computer-assisted telephone interview conducted by Statistics Canada. Women were asked to report whether they had experienced 13 stressful life events (Newton & Hunt, 1984) during the 12- month period before the birth of their baby. Perceived stress was measured using a single item where women were asked to rate their level of perceived stress through the single-item question, Thinking about the amount of stress in your life during the 12 months before your baby was born, would you say that most days were_____, using responses of not stressful, somewhat stressful, or very stressful. Backward stepwise multivariate logistic regression was used to develop separate models of predictors for life event stress and perceived stress, and included all variables that were significantly related to the outcomes in bivariate analysis. Final results were weighted using sample weights and bootstrapping procedures.

Results: A majority of women in the sample were age 20-34 (79%), married/common-law (92%), had household incomes above the low income cutoff (LICO) level (80%) and had completed high school (92%). Just over half of the women were primiparous (55%) and most were what happy to be pregnant (93%). Almost 16% of women had a pre-pregnancy diagnosis of depression (15.5%) and 13% indicated they had a lack of support. Twelve percent of women reported that most days were very stressful, and 18% indicated that they experienced >3 stressful life events in the year before their baby was born. Common significant predictors of high stress using both measures included: having a diagnosis of depression or being on antidepressants prior to pregnancy, being unhappy/somewhat unhappy about their pregnancy, wanting to become pregnant at a later time, being abused, having a previous miscarriage, having lack of support, or experiencing new medical conditions during the pregnancy. In addition, women who perceived their lives as very stressful in the year before their baby was born were more likely to experience >3 stressful life events, have a previous stillbirth, have a medical condition pre-pregnancy, and require fertility procedures. Women who had >3 stressful life events were more likely to be>35 years of age, have an income below the LICO level, have a high school education level, be married, or Aboriginal. The final regression models accounted for 16.0% of the variance in perceived stress, and 23.1% of the variance in stressful life events.

Conclusion: This study is one of the first to identify predictors of stress in pregnant women. Unique predictors of stressful life events tended to reflect demographic characteristics, whereas unique predictors of perceived stress related to medical concerns that could influence infant outcome. Common predictors of both measures suggest that psychosocial factors (depression, unhappiness with pregnancy or timing) are also important sources of stress. The findings in this study may be used to (i) identify women at risk for stress during pregnancy, and (ii) implement clinical interventions to alleviate stress.

Transdisciplinarity and Knowledge Transfer: The Maternity Experiences Study Group (MESG) is a multidisciplinary, international group of university researchers and clinical experts with nursing, medical, and sociology backgrounds and federal government representatives from the Maternal and Infant Health Surveillance division of the Public Health Agency of Canada. Transdisciplinarity was accomplished through the integration of perspectives across disciplines on issues related to survey development and methodology, data cleaning, analysis, and interpretation. The research findings reflect a more comprehensive treatment of the subjects which is highly relevant across disciplines. Personally, I have found the experience of working within this team to be refreshing, stimulating, and “eye-opening” as issues that I had not previously considered were discussed and common ground achieved and reflected in final reports. Individuals of the MESG participate in sharing the findings at local, provincial, and international conferences hosted by their respective professional organizations and universities, so that the results are shared widely across disciplines and locale. Summary of findings have been published in a final report which will be available on Public Health Agency of Canada website (http://www.phac-aspc.gc.ca/mes), and a separate publication for women will also be available online as well as distributed to doctor’s offices and hospitals. A public launch of the MES and its findings is scheduled for March 24, 2009 in Ottawa.
Further Challenges: Challenges in our understanding of the impact of stress on adverse perinatal outcomes include: (i) stress is a difficult construct to measure, and there are few reliable and valid measurement tools available; (ii) linking stress to adverse outcomes requires better understanding of the physiological pathways that lead to adverse outcomes, and are likely to differ across outcomes. Physiological measures of stress have been used in a few studies, but studies are small and the expense to conduct these studies is high; (iii) little attention has been paid to the effects of acute versus chronic stress, and many hypotheses of stress and poor outcomes presume an elevation in stress hormones which may be absent within the context of chronic stress; and finally, (iv) the timing of stress is not considered in most studies, yet we now know that the risk of poor outcomes due to stress decreases with advancing gestational age.
Questions for Trainees:
(i) What are the advantages and disadvantages of measuring stress as perceived stress versus stressful life events? Should physiological and/or hormonal measures be used?
(ii) How should chronic stress be (i) conceptualized, and (ii) measured?
Acknowledgements
I am exceedingly grateful for the opportunity to have worked as a STIRRHS fellow with the Maternity Experiences Survey Group. I wish to thank members of the Maternity Experiences Survey Group for this enriching experience, as well as my co-supervisors, Drs. Catherine McCourt (PHAC) and Reg Sauve (University of Alberta) for their invaluable mentorship.
Further Reading
Chalmers, B., Dzakpasu, S., Heaman, M., & Kaczorowski, J. (2008). The Canadian Maternity Experiences Survey: An overview of findings. Journal of Obstetrics and Gynaecology Canada, 30(3), 217-228.

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Hi Dawn, Thanks for your

Hi Dawn,
Thanks for your presentation, I really enjoyed reading it. Maternal stress during pregnancy and its outcomes on foetal health is a prime example of a subject that can only be adequately studied by a transdisciplinary approach. Being in the biomedical field, I am unfamiliar with some the methods and measures that you used, so I have a couple of questions.
You said: «Backward stepwise multivariate logistic regression was used to develop separate models of predictors for life event stress and perceived stress, and included all variables that were significantly related to the outcomes in bivariate analysis » .
a. Was the “outcomes”, the presence of one or more of the 13 stressful life events sugested by Newton & Hunt, 1984?
b. If not, what outcomes were they (pre-term birth, low-birth weight, post-partum depression, etc.)?

As for you question regarding the advantages and disadvantages of measuring stress as perceived stress versus stressful life events:
It seems to me that stress perception is very subjective. As such, I think that to be accurate, perceived stress has to reply upon an arbitrary scale (i.e. like the one used for pain or physical effort). This is advantageous because the same life event can be perceived at different levels of stress depending on the individual or the moment of the assessment. However, I think that such a scale is more suited to evaluate the perceived stress at a precise moment in time (i.e.:acute stress), but is probably less reliable when evaluating past perceived stress or stress on a long time-scale (i.e.: chronic stress), because future events can colour our past perceptions. From what I understand, I think that the evaluation of the presence and number of stressful life events provide a more objective way to provide a «stress history» of an individual (i.e.: evaluation of chronic stress). The drawback to this approach is that it assumes that those life events affect every individual equally. In your case, since your focus was on the number of those life events, I think that the impact of this assumption is greatly minimized.

Should physiological and/or hormonal measures be used?
Being in biomedical research, I would love to see a study linking physiological and /or hormonal measures (i.e.: maternal cortisol levels), perceived stress/stressful life events and pregnancy health outcomes (pre-term birth, infant health, mothers health). However, in the context of this type of study, the type of or precise physiological/hormonal measures is difficult to choose and would depend on the health outcome of study (pre-term birth, HPA deregulation or metabolic syndrome in infants). Such measures would be necessary in a study regarding a precise health outcome, but not in a broader study looking at the general effects of maternal stress.

Thanks
Eric

Dear Eric - Thank you for

Dear Eric - Thank you for your thoughtful questions and comments. "You said: «Backward stepwise multivariate logistic regression was used to develop separate models of predictors for life event stress and perceived stress, and included all variables that were significantly related to the outcomes in bivariate analysis » .
a. Was the “outcomes”, the presence of one or more of the 13 stressful life events sugested by Newton & Hunt, 1984?
b. If not, what outcomes were they (pre-term birth, low-birth weight, post-partum depression, etc.)?"
Question a)
For this analysis, we were really looking at predictors of stress, and the 2 outcomes were: (i) perceived life stress, and (ii) stressful life events. Measurement of stress based on "stressful life events" remains one of the most prominent ways of measuring stress, but has some limitations in that the nature of the events themselves may not cause negative stress for people ( e.g., moving to a new house). Most often, it is the number of events that are used to class an individual as having "high" or "low" stress. In our study, women who had greater than or equal to 3 stressful life events were considered to be high stress. There were 13 events assessed, and the low "cut-off" point for determining low vs higher stress is a reflection of the "rarity" of many of the events in the scale. Again, this is a limitation of the life event measures. Given their popularity in the stress literature, it was deemed important to include this validated scale in the survey along with the perceived stress measure.

You have also made some interesting comments, Eric, about perception of stress. Perception of stress (regardless of the source of stress, which the life event scales attempt to quantify) is a more direct measure in some ways in that it allows an individual to describe the level of stress that they personally experience. There are a few validated tools available (e.g., Perceived STress Scale) which are quite widely used, and you have made salient points about the need for valid/reliable measures of perception. A few studies have linked perception of stress to physiological responses. For the most part, there has been little distinction in the stress-perinatal outcome literature regarding the "type" of stress e.g., chronic versus acute. This is a more recent focus.

The ongoing debate regarding how to measure stress, this very difficult construct, motivated us to look at predictors of stress using both measures. Although I have described some differents in the Results, one additional striking finding is that more modifiable predictors were captured with both stressful life events and perceived stress instruments.
Thanks, again, Eric for the discussion.
DAwn

Hi Dawn, Why did you use 3

Hi Dawn,

Why did you use 3 events as classification for high stress? I am not sure that I completely followed your explanation above.

How did these 13 stressful life events from Newton & Hunt 1984 gain so much popularity in the literature if most of them are rare occurances?

How did you rank the rare events in your backward stepwise multivariate logistic regression? Were the rare events given more weight because when they do occur they are highly stressful?

Heather

Jo Watson RN(EC)

Jo Watson RN(EC) PhD(c)
Director, Obstetrics and Gynaecology
Sunnybrook Health Sciences Centre

Thank you for your posting, Dawn and for initiating this discussion on stress and maternal/newborn outcomes. I agree that the subjective nature of stress leaves it open to interpretation but is it the stressful event or its impact that affects outcomes?
The challenge of looking at multiple stressors on pregnant women complicates our understanding further.
I would suggest that sleep quality could be a proxy measure for stress. There has been some work done examining the sleep quality of women experiencing high risk pregnancies and women with poorer sleep quality were more likely to have a cesarean section. Poor sleep quality has also been linked with depression and anxiety.
I would suggest that an integrated measure of perceived stress and identification of stressful events might be the strongest measure.
Jo

Hi, Jo - Thank you for your

Hi, Jo -
Thank you for your comments. Your comment regarding the impact of stress and its effect on outcomes is an important consideration when considering the "bioloigcal plausibility" of the relationship between stress and some poor birth outcomes. I do think, too, that the impact of stress on the poor outcome will vary depending on the outcome e.g., preterm birth - is the impact on elevating "stress" hormones, which cascades to initiate labour versus low birth weight - is its impact more on risky behaviours e.g, smoking? These are questions yet to be addressed.

Jo - thank you for your comments on sleep quality. The Perceived Stress Scale (not used in this study) does use "symptoms" of stress e.g., "in the last month, how often have you felt that you were on top of things", and "in the last month, how often have you been angered because of things that were outside your control". There is not a specific item related to sleep. I could certainly see sleep being a mediator of stress, or even a moderator in some cases. I wonder if this would make it difficult to use sleep dep as a proxy?
Thoughts?
Thanks, Jo
Dawn

Hi Dawn, Thank you for your

Hi Dawn,

Thank you for your posting. I did not realize that maternal stress hormones effected the development of the fetal HPA-axis or that it had been associated with long-term effects like depression and metabolic dysregulation. I believe looking at the experience of stress during pregnancy has important implications as more women are putting childbearing off until later in life where the effects of stress on the body may have a larger or more substantial impact.

I believe measuring stress through questionnaires is a difficult task. Some people are better able to handle equal amounts of stress than others. Given identical situations one woman would classify the situation as extremely stressful while another would not regard the situation as stressful at all. Measuring stress through stressful life events has a more validated impact as they are strictly definable moments in time rather than overall perceived stress of daily life.

I think that it is important that physiological/hormonal measures be used in conjunction with qualitative measures of stress. This combination would allow for the most well rounded results. Analysis would allow correlation of the qualitative stress measures to to hormonal response of stress.

Thanks,
Heather

Dear Heather - Your comments

Dear Heather -
Your comments about linking subjective stress measures to physiol measures is interesting, and there is only one or two papers (by the same group of researchers) that have explored this and found a linkage. I agree that this is really needed, because otherwise we are just hypothesizing about the effects of stress.

Your note about delaying childbearing is also an important point, and you have "hit" upon what some have referred to as a "weathering" response and introduces the idea of not only chronic, but CUMULATIVE stress. This is also of particular importance to me, and one that I am looking at in my doctoral work. Bruce McEwan has used the terms "allostasis" to describe the wear and tear that cumulative stress has on the body, and a few perinatal researchers have adopted this framework. IN particular, looking at the disparities in preterm birth rates in black vs white women, some have suggested that the cumulative effects of racism may partially explain this difference.

Dawn

Hi Dawn and others, Great

Hi Dawn and others,

Great presentation and discussion so far! I think the challenge of measuring stress is clearly a complex one. I think having multiple measures, including physiological/hormonal measures, as well as # life events and subjective measures, is always the best way to go. You could then using something like Structural Equation Modeling to analyze the results, but it can be a time-consuming process for both participants and researchers. I was wondering what the correlation between perceived stress and # life events was (maybe I missed it?). This might give us an idea about how much they are measuring the same thing. Perhaps previous studies might shed some light on the correlation between subjective measures of stress and hormonal measures as well?

I was wondering about the debate between measuring stress in terms of daily hassles vs. major life events. I think there is research showing that cumulative more minor stressors / hassles have a greater impact than major life events. I think you may be capturing some of the hassles with your measure of low income, but I think that would be a fruitful avenue to study. I think this speaks as well to your question about chronic stress. I think it may be better captured by cumulative hassles than acute life events.

I think it is really cool that your team is creating on-line resources and brochures for women. Are there any suggestions in there that stem from your research, and if so, what are they?

Thanks again for your great presentation,
Alex.

Dear Alex - Thank you for

Dear Alex -
Thank you for your comments. Surprisingly, the correlation between perceived stress and stressful life events was not high (.23), but was statistically significant. Of interest, cross-tabs showed that among women who had high stress based on stressful life events (>3), 28.7% of them also had high perceived stress.

Interesting comment, Alex, regarding daily hassles versus major life events and the cumulative nature of daily hassles, and the use of SEM to disentangle some of the pathways to stress. I am exploring cumulative stress using SEM for my thesis work. One of the challenges with cumulative / chronic stress evaluation is certainly distinguishing (if possible) how current circumstances colour or influence recollection of previous circumstances.

Re: the content of the brochures - it does address the linkage between stress and social support, and recommends that women seek sources of support.
Thanks, Alex,
Dawn

Dear Dawn, Thank you for

Dear Dawn,

Thank you for this interesting presentation on an important topic: stress and pregnancy. I have some questions for you:

1. what conceptual framework did you use to guide your statistical analysis strategy? To be more specific, what factors did you a priori consider as mediators or effect modifiers? For example, social support may be considered as an effect modifier ("buffer") between a stressful event and perceived stress.

2. it seems that you had no information on women’s employment status and working conditions before and during pregnancy. Do you think that this lack of information may affect the results of your study? For example, working conditions may act as a mediator between education level and stress.

3. referring to the results of your study, could you give us examples of "clinical” interventions that would "alleviate stress" in pregnant women?

Hello - Thank you for your

Hello -
Thank you for your comments and questions

In this analysis, social support is conceptualized as a moderator (effect modifier) of the relationship between stressor and perceived stress. In this regard, we have based the analysis of perceived stress on Lazarus' framework. I do think that it would be interesting to follow-up on this analysis of predictors of stress with a structural equation model that would provide the opportunity to fully model the mediators and moderators of stress. There has been little work done in this area, and my sense is that it would have been difficult to construct a model without a bit of preliminary work. There are other variables that could potentially act as modifiers as well e.g., depression (e.g.,the perception of stress is likely to be different among women who are depressed, not depressed)

You are correct - we did not have info on women's employment status. I cannot comment on whether this would have acted as a mediator specifically between education level and stress; however, I have seen one study recently that tied lack of control in women's working environment to stress and poor birth outcomes. Given some of the Whitehall study work, this is not surprising.

There have been trials which have attempted to reduce stress in pregnant women through "social support". However, most were not effective, and their lack of success may have been related to the nature of the support (not targeted at area of stress; provided by "strangers" without prior relationship). I tend to think that we need to understand sources of stress in order to effectively intervene.
Based on these findings, women experience stress when they have medical conditions that they perceive may impact their pregnancy outcome, or have had a previous poor birth outcome (stillbirth,miscarriage, fertility procedures) that, again, may affect their current pregnancy. Health care providers can assess women's level of stress related to these factors and make them points of discussion and support during visits, ensuring that women's understanding about the impact of these factors on pregnancy is accurate. We do not know why women were unhappy about their pregnancy, or its timing , but exploring women's feelings about their pregnancy during visits may also raise opportunities for support. Women who experience depression prenatally may experience stress because they are concerned about the development of post-partum depression. Assessment of "antenatal" depression can provide opportunity for education, support, and encouraging women to prepare and educate their support network re: signs of postpartum depression.

Based on other findings of this survey, women's main sources of information are physician/nurse, books, other mothers, and previous experience. Trials of peer support (mother-to-mother) on post-partum depression have been effective in reducing depressive symptommatology. Peer support (mother to pregnant mother; pregnant woman to pregnant woman)using trained peer "counsellors" may also be a promising intervention for reducing stress, and one which is cost-sparing for the health care system. Again, my comments on this are based on the realization that other mothers are a key source of support and information for pregnant women and new mothers.

From an assessment perspective, formally identifying these predictors of stress as "risk factors" could lead to their inclusion in risk assessments that are performed at prenatal care visits. There has been criticism that some of our risk assessment approaches for poor birth outcomes are based solely on physiological assessments to the exclusion of psychosocial factors.

Finally, just a brief final thought - the most ideal situation I believe would be to assist women to identify and reduce their stress in the context pre-conception well-woman visits. In other words, assisting women with stress-management is something that belongs in a regular health check-up (nurse practitioner, family physician), and not only in pregnancy.

Thank you for the discussion.

Dawn