Abstract
Background
Although disaster causes distress, many disaster victims do not develop long-term psychopathology. Others report benefits after traumatic experiences (post-traumatic growth). The objective of this study was to examine demographic and hurricane-related predictors of resilience and post-traumatic growth.
Methods
222 pregnant southern Louisiana women were interviewed, and 292 postpartum women completed interviews at delivery and eight weeks later. Resilience was measured by scores lower than a non-affected population, using the Edinburgh Depression Scale and the Post-Traumatic Stress Checklist (PCL). Post-traumatic growth was measured by questions about perceived benefits of the storm. Women were asked about their experience of the hurricane, addressing danger, illness/injury, and damage. Chi-square tests and log-Poisson models were used to calculate associations and relative risks (RR) for demographics, hurricane experience, and mental health resilience and perceived benefit.
Findings
35% of pregnant and 34% of the postpartum women were resilient from depression, while 56% and 49% were resilient from post-traumatic stress disorder. Resilience was most likely among white women, older women, and women who had a partner. A greater experience of the storm, particularly injury/illness or danger, was associated with lower resilience. Experiencing damage due to the storm was associated with increased report of some perceived benefits.
Conclusions
Many pregnant and postpartum women are resilient from the mental health consequences of disaster, and perceive benefits after a traumatic experience. Certain aspects of experiencing disaster reduce resilience, but may increase perceived benefit.
Keywords: resilience, depression, postpartum, pregnancy, disaster, post-traumatic stress disorder
Background
Many studies indicate that natural disasters are associated with community-wide increases in mental health problems, especially post-traumatic stress disorder (PTSD), depression, and anxiety (Galea, Nandi, & Vlahov, 2005; Rubonis & Bickman, 1991). However, the vast majority of disaster victims do not develop long-lasting psychopathology (Galea et al., 2005), and in many cases do not report symptoms even in the short term (Bonanno, Galea, Bucciarelli, & Vlahov, 2006). This lack of symptoms or quick return to good mental health is quite common after disaster. Sixty-one percent of a large sample of New Yorkers were resilient after the September 11th attacks (defined as having a level of PTSD symptoms comparable to or lower than that seen in a non-traumatized population.). Generally, more severe experience of the disaster is associated with reduced resilience (Bonanno & Mancini, 2008), although which aspects of disaster experience are most associated with resilience has not been examined extensively.
A related outcome is that of post-traumatic growth – going beyond baseline to an improved state of functioning after trauma (Carver, 1998). Up to 95% of people report post-traumatic growth (PTG) in the aftermath of a disaster or traumatic event (Linley & Joseph, 2004), suggesting that some people experience both PTSD and PTG after such events. Such growth can take the form of an increased sense of strength, self-reliance, expressiveness, and compassion, or improved relationships, changed priorities, feeling more spiritually in touch, or having a greater appreciation of life (Tedeschi, Park, & Calhoun, 1998). The relationship between degree of trauma and growth is not clear: a lower level of trauma may be insufficient to produce PTG, while high levels are too traumatic to allow for growth (Butler et al., 2005; Linley & Joseph, 2004). Other research indicates that only very severe events produce PTG (Morris, Shakespeare-Finch, Rieck, & Newbery, 2005).
Given that natural disasters will never be eliminated, reducing their impact is a worthwhile goal. It would be helpful for clinicians and disaster planners to learn what characterizes resilient people, so that it can be encouraged. In addition, some populations are of specific interest. Pregnant and postpartum women may be vulnerable to post-disaster psychopathology, and their mental health is of particular concern because of their special role in taking care of their children and their families (Ashman, Dawson, & Panagiotides, 2008; Cummings, Keller, & Davies, 2005; Johnson & Flake, 2007).
Little is known about resilience and PTG among pregnant and postpartum women. While some theorize that PTG can protect against worsened mental health and contribute to resilience (Calhoun & Tedeschi, 2006), more research suggests the two are different axes of response to trauma (Tedeschi & Calhoun, 2004) (figure 1). Female gender has generally been associated with reduced resilience after disaster (Bonnano, Galea, Bucciarelli, & Vlahov, 2007), but greater post-traumatic growth (Linley & Joseph, 2004). After the Madrid train bombings, women reported more PTG and positive changes, but also more negative changes and associated depression and anxiety (Val & Linley, 2006). Social support appears to be especially important for women in fostering resilience and PTG (Swickert & Hittner, 2009; Vogt, Rizvi, Shipherd, & Resick, 2008). Women who are optimistic or hopeful prenatally, have social support, and do not have financial stress are less likely to develop postpartum depression (Grote & Bledsoe, 2007; Thio & Elliott, 2005), but we do not know if those factors extend to a disaster situation. In this study, we examine the predictors of resilience and PTG in pregnant and postpartum women after Hurricane Katrina.
Figure 1.
Resilience and post-traumatic growth as two axes of response to trauma.
Methods of study
Participants
Two related studies were conducted. Participants were recruited from Tulane Lakeside Hospital, Metairie, LA and Women’s Hospital, Baton Rouge, LA. Both hospitals see a wide variety of patients from their respective metro areas. Pregnant women were approached by a research assistant and recruited during a routine prenatal visit. Postpartum women were recruited on the postpartum wards or while receiving routine outpatient postpartum lab tests. All women were recruited between January 2006 and May 2007. Women recruited at the New Orleans site needed to have lived in the New Orleans area before Katrina. Women in Baton Rouge were recruited to be a less exposed comparison group, and so needed not have had a severe exposure to Katrina (defined as being forced to evacuate or having a relative die). Baton Rouge women were somewhat more likely to be nulliparous, married or living with a partner, and to have a college education or more; other demographic characteristics were similar. Surprisingly, site of recruitment was not associated with mental health outcomes (Harville, Xiong, Pridjian, Elkind-Hirsch, & Buekens, 2009), and variation in exposure to the hurricane was wider within than between groups. Thus, the two groups are combined for further analysis.
Pregnant participants completed a questionnaire and interview during their pregnancies. Postpartum women completed a questionnaire at recruitment and a telephone interview at approximately eight weeks postpartum. 295 pregnant women were recruited and 222 (75%) completed the mental health questionnaire. 365 postpartum women were recruited and 292 (80%) completed the phone interview. 30 women participated in both studies.
Measures
A summary of the measures and their timing is given in table 1.
Table 1.
Timing of measures in the Katrina pregnancy and postpartum studies
| Measure | Pregnancy sample | Postpartum sample | |
|---|---|---|---|
| Resilience | Prenatal | 2 months postpartum | |
| Perceived benefit | Delivery | ||
| Hurricane experience | Prenatal | Delivery | |
| Social support | Prenatal | Delivery | 2 months postpartum |
| Demographics | Prenatal | Delivery | |
Resilience
The Edinburgh Postnatal Depression Scale (EDS) was used to assess depression among the study participants. This is a widely-used, ten-question scale that has been validated in both pregnant and postpartum women (Eberhard-Gran, Eskild, Tambs, Opjordsmoen, & Samuelsen, 2001). As in previous studies (e.g., (Bonnano et al., 2007), resilience was defined as scoring at or below the mean level of symptoms in a non-trauma-exposed population. A study of a large sample of pregnant and postpartum women was chosen as a comparison group (Eberhard-Gran, Tambs, Opjordsmoen, Skrondal, & Eskild, 2004) with a mean value of four points. PTSD was measured using the PTSD checklist (PCL), a commonly used, 17-item inventory of PTSD-like symptoms, with response alternatives ranging from 1 (not at all) to 5 (extremely)(Weathers, Ruscio, & Keane, 1999; Weathers, Litz, Herman, Huska, & Keane, 1993). Using a 5-point scale, respondents indicate how much they are bothered by each PTSD symptom in the past month. PTSD resilience was operationalized as no more than one symptom of PTSD, with a symptom defined as reporting “moderately” to one of the symptoms. Mental health was measured in the pregnancy sample and at 8 weeks for the postpartum sample.
Perceived benefit
Our measure of growth is based on perceiving benefits that arise from the storm, which has previously been used as a definition of post-traumatic growth (McMillen, Smith, & Fisher, 1997). Perceived benefit was assessed in two ways. First, we asked the woman “Sometimes even the most awful events have their good outcomes, at least in part. Can you think of anything positive that came about as a result of the hurricane?” If she said yes, we asked what that positive thing was. We categorized the responses into six categories: the baby/getting pregnant; increased closeness with family or friends; the community pulling together; material benefits such as a new house or insurance money; and community benefits such as stronger levees. If a woman mentioned more than one benefit, we used the first one she mentioned; studies indicate that the benefit/no benefit distinction is most relevant to psychological and physical health (Nolen-Hoeksema & Davis, 2004). Next, we asked a series of questions about the respondent’s personal growth, usefulness of previous learning and oral traditions, ability to make new friends, and confidence in the future (Vazquez, Cervellon, Perez-Sales, Vidales, & Gaborit, 2005). Factor analysis indicated that finding a way to feel better and discovering new ways to cope grouped on a single factor, while other questions did not. Perceived benefit was measured at baseline in the postpartum sample only.
Hurricane experience
Hurricane experience was assessed using nine questions about threat, injury, and loss, which are domains that have been shown to be associated with mental health in previous disaster studies (Armenian et al., 2000; Ironson et al., 1997; Norris & Kaniasty, 1996; Norris, Perilla, Riad, Kaniasty, & Lavizzo, 1999). These were grouped after factor analysis into three categories: damage, injury/illness, and perceiving/experiencing danger. Hurricane experience was measured in the pregnancy sample and at baseline for the postpartum sample.
Social support
Perceived social support was measured using the Support Behaviors Inventory from the Perinatal Psychosocial Profile (Brown, 1986), which includes questions about perceived support from the woman’s partner and support from others. Social support was measured in the pregnancy sample and at baseline for the postpartum sample.
Demographics
Demographic measures such as age, race, parity, income, marital status, and highest grade completed were reported by the participant.
Statistical analysis
Cross-tabulations and chi-square tests were used to examine the relationships among the predictors, mental health outcomes, perceived benefit, and hurricane experience. Multiple log-Poisson regression was used to model relative risk with control for potential confounders (Spiegelman & Hertzmark, 2005). 95% confidence intervals were calculated and p=0.05 (two-sided) was the criterion for statistical significance. Potential confounders were chosen from demographic predictors associated with exposure and outcome: age, race, parity, partnership status, and estimates were additionally adjusted for time since the hurricane.
All subjects gave written informed consent and the study protocols were approved by the Institutional Review Boards of Tulane Health Sciences Center and Woman’s Hospital.
Results
The study population was largely in their late 20s and early 30s, white or black, and had median 14 years of education (table 2). By our definition, 35% of pregnant and 34% of the postpartum women were resilient from depression, while 56% and 49%, respectively, were resilient from PTSD. Over 70% of postpartum women reported perceived benefit or growth due to the storm (table 3).
Table 2.
Description of study populations
| Pregnant women (n=222) | Postpartum women (n=292) | |||
|---|---|---|---|---|
| N | % | N | % | |
| Age | ||||
| 18–22 | 41 | 19 | 44 | 15 |
| >22–28 | 65 | 30 | 87 | 30 |
| >28–33 | 52 | 24 | 84 | 29 |
| >33 | 60 | 28 | 77 | 26 |
| Race | ||||
| white | 109 | 53 | 195 | 68 |
| black | 90 | 44 | 83 | 29 |
| other | 7 | 3 | 10 | 3 |
| Education | ||||
| < high school | 19 | 9 | 21 | 7 |
| high school diploma | 83 | 38 | 60 | 21 |
| some college/associate’s degree | 38 | 17 | 85 | 30 |
| college degree | 34 | 15 | 80 | 28 |
| > college | 46 | 21 | 37 | 13 |
| Parity | ||||
| first child | 78 | 35 | 117 | 40 |
| has other children | 144 | 65 | 175 | 60 |
| Marital status at delivery | ||||
| married/living with partner | 162 | 78 | 245 | 84 |
| never married or separated | 46 | 22 | 45 | 16 |
| Income | ||||
| <$20000 | 56 | 26 | 61 | 21 |
| $20000–$60000 | 89 | 42 | 136 | 48 |
| >$60000 | 67 | 32 | 88 | 31 |
| Residence before storm | ||||
| New Orleans area | 157 | 71 | 207 | 71 |
| Baton Rouge area | 65 | 29 | 85 | 29 |
| Damage to house/belongings of self or others | ||||
| serious damage | 89 | 42 | 122 | 42 |
| less damage | 125 | 58 | 168 | 58 |
| Illness/injury to self or others | ||||
| Yes | 68 | 32 | 71 | 24 |
| No | 146 | 68 | 219 | 76 |
| Perceived/experienced danger | ||||
| Yes | 83 | 39 | 109 | 38 |
| No | 130 | 61 | 181 | 62 |
| Depression | ||||
| Yes | 42 | 19 | 53 | 18 |
| No | 178 | 81 | 236 | 82 |
Table 3.
Perceived benefit and post-traumatic growth among 365 postpartum women
| N | % | |
|---|---|---|
| Something good came of storm | ||
| Yes | 260 | 72 |
| No | 100 | 28 |
| What was it? | ||
| baby/got pregnant | 72 | 28 |
| closer to family/friends | 59 | 23 |
| material benefit (new house, etc.) | 62 | 24 |
| community closer | 22 | 8 |
| community benefit (better levees, etc.) | 27 | 10 |
| learn to rely on God | 2 | 1 |
| better awareness of hurricanes | 13 | 5 |
| Found a way to feel better/better able to cope | ||
| yes | 273 | 76 |
| no | 86 | 24 |
| Feel more prepared to deal with future disasters | ||
| yes | 300 | 83 |
| no | 61 | 17 |
| Things learned before/from elders important | ||
| yes | 232 | 65 |
| no | 127 | 35 |
| Able to make new friends since storm | ||
| yes | 276 | 77 |
| no | 82 | 23 |
Demographic factors were not a large influence on resilience among pregnant women, with the exception that black women were less likely to be resilient from PTSD. Among postpartum women, older women were more likely to be resilient from depression (p<0.01); white women were more likely to be resilient from both depression and PTSD than black women (40% vs 22%, p<0.01 for depression; 55% vs. 33%, p<0.01 for PTSD); and partnered women were more likely than non-partnered women to be resilient from PTSD (52% vs 31%, p=0.01). Low social support from a partner was associated with low resilience from depression (16% vs. 37%, p<0.01). Overall, greater experience of the hurricane, especially illness/injury and danger, was associated with less resilience from both depression and PTSD (p=0.01) among both pregnant and postpartum women. Adjusted results are listed in table 4.
Table 4.
Predictors of resilience among southern Louisiana pregnant and postpartum women after Katrina
| Pregnant women |
Postpartum women |
|||||||
|---|---|---|---|---|---|---|---|---|
| depression-resilient | PTSD-resilient | depression-resilient | PTSD-resilient | |||||
| RR* | 95% CI | RR | 95% CI | RR* | 95% CI | RR | 95% CI | |
| Residence before storm | ||||||||
| New Orleans area | 1.00 | 1.00 | 1.00 | 1.00 | ||||
| Baton Rouge area | 0.81 | (0.55, 1.29) | 1.14 | (0.87, 1.50) | 0.92 | (0.45, 1.89) | 0.59 | (0.29, 1.17) |
| Damage to house/belongings of self or others | ||||||||
| serious damage | 0.72 | (0.48, 1.08) | 0.95 | (0.72, 1.25) | 0.64 | (0.33, 1.25) | 0.82 | (0.46, 1.48) |
| less damage | 1.00 | 1.00 | 1.00 | 1.00 | ||||
| Illness/injury to self or others | ||||||||
| Yes | 0.39 | (0.22, 0.71) | 0.67 | (0.47, 0.97) | 0.71 | (0.32, 1.56) | 0.51 | (0.23, 1.13) |
| No | 1.00 | 1.00 | 1.00 | 1.00 | ||||
| Perceived/experienced danger | ||||||||
| Yes | 0.55 | (0.34, 0.87) | 0.50 | (0.35, 0.73) | 0.51 | (0.25, 1.05) | 0.38 | (0.18, 0.84) |
| No | 1.00 | 1.00 | 1.00 | 1.00 | ||||
PTSD, post-traumatic stress disorder; RR, relative risk; CI, confidence interval; adjusted for age, race, parity, partnership status, and time since the hurricane
Patterns were somewhat different for perceived benefit. Older women were more likely to report any benefit (p<0.01). Black women were more likely to report elders had helped them (73% vs. 59%, p<0.01), and less likely to report making new friends (71% vs. 79%, p=0.06). More educated women were more likely to report any benefit (p=0.02) and new friends (p=0.03), but less likely to report learning from elders (p=0.03). Parous women were less likely to report making new friends (73% vs. 82%, p=0.04). Low partner support was associated with a reduced likelihood of feeling prepared (62% vs. 87%, p<0.01) and making new friends (64% vs. 79%, p=0.01).
Experiencing damage during the storm was associated with increased report of any benefit (81% vs. 66%, p<0.01) and finding ways to cope/feel better (82% vs. 72%, p=0.04), learning from elders (73% vs. 59%, p<0.01), but not making new friends. Injury/illness was associated only with lower reporting of feeling more prepared (75% vs. 86%, p=0.02). Experiencing danger was not associated with increased or decreased likelihood of reporting perceived benefit. Adjusted results are given in table 5.
Table 5.
Predictors of perceived benefit among southern Louisiana postpartum women after Katrina
| any perceived benefit | Found a way to feel better/better able to cope | Feel more prepared to deal with future disasters | Things learned before/from elders important | Able to make new friends since storm | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| RR* | 95% CI | RR | 95% CI | RR | 95% CI | RR | 95% CI | RR | 95% CI | |
| Residence before storm | ||||||||||
| New Orleans area | 1.13 | 0.95–1.33 | 1.02 | 0.87–1.20 | 0.94 | 0.84–1.04 | 1.01 | 0.82–1.26 | 0.89 | 0.79–1.00 |
| Baton Rouge area | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | |||||
| Damage to house/belongings of self or others | ||||||||||
| serious damage | 1.21 | 1.06–1.38 | 1.14 | 1.00–1.29 | 0.94 | 0.85–1.05 | 1.31 | 1.09–1.57 | 0.96 | 0.84–1.09 |
| less damage | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | |||||
| Illness/injury to self or others | ||||||||||
| Yes | 1.15 | 1.00–1.32 | 0.91 | 0.77–1.07 | 0.9 | 0.79–1.03 | 1.08 | 0.88–1.32 | 0.98 | 0.85–1.13 |
| No | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | |||||
| Perceived/experienced danger | ||||||||||
| Yes | 1.02 | 0.89–1.17 | 1.06 | 0.93–1.21 | 1 | 0.90–1.11 | 1.12 | 0.93–1.36 | 0.93 | 0.81–1.07 |
| No | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | |||||
RR, relative risk; CI, confidence interval; adjusted for age, race, parity, partnership status, and time since hurricane
Responses to the question “Sometimes even the most awful events have their good outcomes, at least in part. Can you think of anything positive that came about as a result of the hurricane? What was it?” were examined in more detail. New Orleans women were more likely to name any benefit, to name the baby as a benefit, and to name material benefits; Baton Rouge women were more likely to name community benefits or closeness with family, friends, or community. Those with damage were more likely to report material benefits, but less likely to report better awareness of hurricanes (p<0.01). No association was seen with injury/illness. Women who experienced danger were more likely to report increased closeness with family/friends and less likely to report material benefits (p=0.04).
Discussion
This study is one of the first to consider specifically the experience of pregnant and postpartum women after disaster. Between one-third and one-half of these women met the criteria for resilience (mental health status at a normal level for the general population), and the vast majority, between 75 and 90%, endorsed having experienced various forms of benefits. In fact, more than twice as many women were resilient from depression and PTSD as met the criteria for those disorders (Harville et al., 2009). Among a mixed-gender group of New Yorkers six months after September 11, 65% had one or no PTSD symptoms (Bonanno et al., 2006), so our data are consistent with the idea that women are less likely to be resilient than men, but more likely to experience post-traumatic growth. It should be noted that the proportion meeting cut-offs for likely mental illness was not particularly high in this sample (Harville et al., 2009), suggesting that women are particularly prone to mid-level but not severe symptoms. We also confirm previous studies that indicate that low social support is associated with reduced resilience. Satisfaction with social support has also been associated with post-traumatic growth (Linley & Joseph, 2004; Siegel, Schrimshaw, & Pretter, 2005) and is supposed to be particularly important for women (Swickert & Hittner, 2009), which was only somewhat true in our data; low social support was generally associated with increased skills and confidence and likelihood of making friends, but not overall naming any perceived benefit.
Disaster experience was related differently to resilience than PTG. Overall, greater experience of the hurricane, especially illness/injury and danger, was associated with less resilience, consistent with previous reports in general populations (Bonanno & Mancini, 2008). Experiencing damage during the storm was associated with several types of perceived benefit, but experiencing illness/injury or danger were not, for the most part (though they were not associated with decreased perceived benefit, either). This is consistent with the hypothesis that lower level of trauma is insufficient to produce PTG, while high levels are too traumatic to allow for growth (Butler et al., 2005; Linley & Joseph, 2004). Butler (2005) found a U-shaped relationship between post-traumatic growth and trauma symptoms, with the most growth occurring in the middle range (Butler et al., 2005). Theoretically, a low level of trauma might be too little to trigger the re-assessing needed for growth, while a high level would be too overwhelming for growth. It has been reported that technological or man-made disasters are more traumatic than natural disasters (Paton, 2006) and less likely to lead to PTG (McMillen et al., 1997); it may be that women who experienced damage were more likely to experience Katrina as a natural disaster (wind and flooding), while those who experienced danger and injury responded to it as a man-made/technological disaster (levee failure and slow response by officials). It also may be that even serious damage to material items is more often seen as a challenge, while threats to one’s person or health are less likely to trigger PTG. We are unaware of other studies that have examined which aspects of disaster are most likely to contribute to PTG.
Black women in our study were more likely to endorse some forms of benefit, consistent with research that ethnic minorities often report more PTG than non-minorities (Park & Helgeson, 2006; Siegel et al., 2005). We did not find this for all forms of benefit, though, as black women were less likely to report making new friends.
The limitations of the study need to be addressed. Women who were evacuated further than Baton Rouge and were unable to return to New Orleans are not included in our sample; these likely include some of the most exposed and traumatized women, limiting the interpretation of the data. Also, women were interviewed up to a year and a half after Hurricane Katrina. Thus, we are not able to differentiate those who initially experienced some distress, but later recovered (recovery), from those who remained at a relatively high level of functioning throughout the time period (resilience) (Bonanno & Mancini, 2008), nor do we have information about resilience and PTG in the immediate aftermath of the storm.
Resilience was measured based on standard, validated mental health measures and defined comparably with other studies (Bonnano et al., 2007). We measured PTG only by self-report of perceived benefits; this method is open to several types of bias, and some people distinguish perceived benefit from PTG (Sears, Stanton, & Danoff-Burg, 2003). Our questions were tied specifically to Katrina, and previous studies indicate this may underestimate PTG (Smith & Cook, 2004). Also, our single, open-ended question of perceived benefit and our categorization of any vs. no perceived benefit may be a stronger indicator of true PTG than checklist measures (Nolen-Hoeksema & Davis, 2004).
Many people are resilient after terrible events, and even the worst events sometimes have a positive side. We observed both of these phenomena in this study of pregnant and postpartum women exposed to disaster. Pregnant and postpartum women appear to be both less prone to serious mental illness (Harville et al., 2009) and less likely to be completely resilient than other groups. However, they are clearly capable of resilience and growth even after very difficult experiences.
Acknowledgments
The pregnancy study was supported by a grant from the National Institute of Child Health and Human Development/National Institutes of Health (NIH/NICHD 3U01HD040477-05S) and the postpartum study by a grant from the National Institutes of Health (R21 MH078185-01), Bethesda, Maryland, United States. Dr. Harville was supported by a grant from the National Institute of Child Health and Human Development (K12HD043451). The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institute of Child Health and Human Development or the National Institutes of Health.
Footnotes
Dr. Harville had full access to all the data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.
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References
- Armenian HK, Morikawa M, Melkonian AK, Hovanesian AP, Haroutunian N, Saigh PA, et al. Loss as a determinant of PTSD in a cohort of adult survivors of the 1988 earthquake in Armenia: implications for policy. Acta Psychiatrica Scandinavica. 2000;102(1):58–64. doi: 10.1034/j.1600-0447.2000.102001058.x. [DOI] [PubMed] [Google Scholar]
- Ashman SB, Dawson G, Panagiotides H. Trajectories of maternal depression over 7 years: Relations with child psychophysiology and behavior and role of contextual risks. Development and Psychopathology. 2008;20(1):55–77. doi: 10.1017/S0954579408000035. [DOI] [PubMed] [Google Scholar]
- Bonanno GA, Mancini AD. The human capacity to thrive in the face of potential trauma. Pediatrics. 2008;121(2):369–375. doi: 10.1542/peds.2007-1648. [DOI] [PubMed] [Google Scholar]
- Bonanno GA, Galea S, Bucciarelli A, Vlahov D. Psychological resilience after disaster: New York City in the aftermath of the September 11th terrorist attack. Psychological Science. 2006;17(3):181–186. doi: 10.1111/j.1467-9280.2006.01682.x. [DOI] [PubMed] [Google Scholar]
- Bonnano GA, Galea S, Bucciarelli A, Vlahov D. What predicts psychological resilience after disaster? The role of demographics, resources, and life stress. Journal of Consulting and Clinical Psychology. 2007;75(5):671–682. doi: 10.1037/0022-006X.75.5.671. [DOI] [PubMed] [Google Scholar]
- Brown MA. Social support, stress, and health: a comparison of expectant mothers and fathers. Nursing Research. 1986;35(2):72–76. [PubMed] [Google Scholar]
- Butler LD, Blasey CM, Garlan RW, McCaslin SE, Azarow J, Chen XH, et al. Posttraumatic growth following the terrorist attacks of September 11, 2001: Cognitive, coping, and trauma symptom predictors in an internet convenience sample. Traumatology. 2005;11(4):247–267. [Google Scholar]
- Calhoun LG, Tedeschi RG. Expert companions: Posttraumatic growth in clinical practice. In: Calhoun LG, Tedeschi RG, editors. Handbook of Posttraumatic Growth: Research and Practice. Mahwah, New Jersey: Lawrence Erlbaum Associates; 2006. pp. 291–310. [Google Scholar]
- Carver CS. Resilience and thriving: Issues, models, and linkages. Journal of Social Issues. 1998;54(2):245–266. [Google Scholar]
- Cummings EM, Keller PS, Davies PT. Towards a family process model of maternal and paternal depressive symptoms: Exploring multiple relations with child and family functioning. Journal of Child Psychology and Psychiatry. 2005;46(5):479–489. doi: 10.1111/j.1469-7610.2004.00368.x. [DOI] [PubMed] [Google Scholar]
- Eberhard-Gran M, Eskild A, Tambs K, Opjordsmoen S, Samuelsen SO. Review of validation studies of the Edinburgh Postnatal Depression Scale. Acta Psychiatrica Scandinavica. 2001;104(4):243–249. doi: 10.1034/j.1600-0447.2001.00187.x. [DOI] [PubMed] [Google Scholar]
- Eberhard-Gran M, Tambs K, Opjordsmoen S, Skrondal A, Eskild A. Depression during pregnancy and after delivery: a repeated measurement study. Journal of Psychosomatic Obstetrics and Gynaecology. 2004;25(1):15–21. doi: 10.1080/01674820410001737405. [DOI] [PubMed] [Google Scholar]
- Galea S, Nandi A, Vlahov D. The epidemiology of post-traumatic stress disorder after disasters. Epidemiologic Reviews. 2005;27:78–91. doi: 10.1093/epirev/mxi003. [DOI] [PubMed] [Google Scholar]
- Grote NK, Bledsoe SE. Predicting postpartum depressive symptoms in new mothers: The role of optimism and stress frequency during pregnancy. Health & Social Work. 2007;32(2):107–118. doi: 10.1093/hsw/32.2.107. [DOI] [PubMed] [Google Scholar]
- Harville EW, Xiong X, Pridjian G, Elkind-Hirsch K, Buekens P. Postpartum mental health after Hurricane Katrina: A cohort study. BMC Pregnancy Childbirth. 2009;9(1):21. doi: 10.1186/1471-2393-9-21. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ironson G, Wynings C, Schneiderman N, Baum A, Rodriguez M, Greenwood D, et al. Posttraumatic stress symptoms, intrusive thoughts, loss, and immune function after Hurricane Andrew. Psychosomatic Medicine. 1997;59(2):128–141. doi: 10.1097/00006842-199703000-00003. [DOI] [PubMed] [Google Scholar]
- Johnson PL, Flake EM. Mental depression and child outcomes. Psychiatric Annals. 2007;37(6):404–410. [Google Scholar]
- Linley PA, Joseph S. Positive change following trauma and adversity: a review. Journal of Traumatic Stress. 2004;17(1):11–21. doi: 10.1023/B:JOTS.0000014671.27856.7e. [DOI] [PubMed] [Google Scholar]
- McMillen JC, Smith EM, Fisher RH. Perceived benefit and mental health after three types of disaster. Journal of Consulting and Clinical Psychology. 1997;65(5):733–739. doi: 10.1037//0022-006x.65.5.733. [DOI] [PubMed] [Google Scholar]
- Morris BA, Shakespeare-Finch J, Rieck M, Newbery J. Multidimensional nature of posttraumatic growth in an Australian population. Journal of Traumatic Stress. 2005;18(5):575–585. doi: 10.1002/jts.20067. [DOI] [PubMed] [Google Scholar]
- Nolen-Hoeksema S, Davis CC. Theoretical and Methodological Issues in the Assessment and Interpretation of Posttraumatic Growth. Psychological Inquiry. 2004;15(1):60–64. [Google Scholar]
- Norris FH, Kaniasty K. Received and perceived social support in times of stress: a test of the social support deterioration deterrence model. Journal of Personality and Social Psychology. 1996;71(3):498–511. doi: 10.1037//0022-3514.71.3.498. [DOI] [PubMed] [Google Scholar]
- Norris FH, Perilla JL, Riad JK, Kaniasty K, Lavizzo EA. Stability and change in stress, resources, and psychological morbidity: who suffers and who recovers: Findings from Hurricane Andrew. Anxiety, Stress, and Coping. 1999;12:363–396. doi: 10.1080/10615809908249317. [DOI] [PubMed] [Google Scholar]
- Park CL, Helgeson VS. Introduction to the special section: Growth following highly stressful life events -- Current status and future directions. Journal of Consulting and Clinical Psychology. 2006;74(5):791–796. doi: 10.1037/0022-006X.74.5.791. [DOI] [PubMed] [Google Scholar]
- Paton D. Posttraumatic growth in disaster and emergency work. In: Calhoun LG, Tedeschi RG, editors. Handbook of Posttraumatic Growth: Research and Practice. Mahwah, New Jersey: Lawrence Erlbaum Associateds; 2006. pp. 225–247. [Google Scholar]
- Rubonis AV, Bickman L. Psychological impairment in the wake of disaster: the disaster-psychopathology relationship. Psychological Bulletin. 1991;109(3):384–399. doi: 10.1037/0033-2909.109.3.384. [DOI] [PubMed] [Google Scholar]
- Sears SR, Stanton AL, Danoff-Burg S. The yellow brick road and the Emerald City: Benefit finding, positive reappraisal coping, and posttraumatic growth in women with early-stage breast cancer. Health Psychology. 2003;22(5):487–497. doi: 10.1037/0278-6133.22.5.487. [DOI] [PubMed] [Google Scholar]
- Siegel K, Schrimshaw EW, Pretter S. Stress-related growth among women living with HIV/AIDS: Examination of an explanatory model. Journal of Behavioral Medicine. 2005;28(5):403–414. doi: 10.1007/s10865-005-9015-6. [DOI] [PubMed] [Google Scholar]
- Smith SG, Cook SL. Are reports of posttraumatic growth positively biased? J Trauma Stress. 2004;17(4):353–358. doi: 10.1023/B:JOTS.0000038485.38771.c6. [DOI] [PubMed] [Google Scholar]
- Spiegelman D, Hertzmark E. Easy SAS calculations for risk or prevalence ratios and differences. American Journal of Epidemiology. 2005;163(3):199–200. doi: 10.1093/aje/kwi188. [DOI] [PubMed] [Google Scholar]
- Swickert R, Hittner J. Social Support Coping Mediates the Relationship between Gender and Posttraumatic Growth. Journal of Health Psychology. 2009;14(3):387–393. doi: 10.1177/1359105308101677. [DOI] [PubMed] [Google Scholar]
- Tedeschi RG, Calhoun LG. Posttraumatic Growth: Conceptual Foundations and Empirical Evidence. Psychological Inquiry. 2004;15(1):1–18. [Google Scholar]
- Tedeschi RG, Park CL, Calhoun LG. Posttraumatic growth: Conceptual issues. In: Tedeschi RG, Park CL, Calhoun LG, editors. Posttraumatic Growth: Positive changes in the aftermath of crisis. Mahwah, New Jersey: Lawrence Erlbaum Associates; 1998. pp. 1–22. [Google Scholar]
- Thio IM, Elliott TR. Hope, social support, and postpartum depression: Disentangling the mediating effects of negative affectivity. Journal of Clinical Psychology in Medical Settings. 2005;12(4):293–299. [Google Scholar]
- Val EB, Linley PA. Posttraumatic Growth, Positive Changes, and Negative Changes in Madrid Residents Following the March 11, 2004, Madrid Train Bombings. Journal of Loss & Trauma. 2006;11(5):409–424. [Google Scholar]
- Vazquez C, Cervellon P, Perez-Sales P, Vidales D, Gaborit M. Positive emotions in earthquake survivors in El Salvador (2001) Journal of Anxiety Disorders. 2005;19(3):313–328. doi: 10.1016/j.janxdis.2004.03.002. [DOI] [PubMed] [Google Scholar]
- Vogt DS, Rizvi SL, Shipherd JC, Resick PA. Longitudinal investigation of reciprocal relationship between stress reactions and hardiness. Personality and Social Psychology Bulletin. 2008;34(1):61–73. doi: 10.1177/0146167207309197. [DOI] [PubMed] [Google Scholar]
- Weathers FW, Ruscio AM, Keane TM. Psychometric properties of nine scoring rules for the clinician-administered posttraumatic stress disorder scale. Psychological Assessment. 1999;11(2):124–133. [Google Scholar]
- Weathers FW, Litz BT, Herman DS, Huska JA, Keane TM. The PTSD checklist (PCL): Reliability, validity, and diagnostic utility. Paper presented at the 9th Annual Conference of the International Society of Traumatic Stress Studies; San Antonio, TX. 1993. [Google Scholar]

