RESULTS I: LONGITUDINAL COURSE OF PPD
Research on the course of PPD has examined (1) the severity of depression (mean depression rates on a depression questionnaire) over time, (2) the prevalence of depression after the postpartum period, or (3) different subgroups of women with PPD. In the following sections, we present the results of the 23 studies that we reviewed.
Severity of Depressive Symptomatology
Seven studies—four conducted in community samples 23,26,28,29 and three in clinical samples 37,39,42 (see Table 3)—investigated mean depression levels in the postnatal period. All the studies found decreasing depression scores over time. Follow-up in these studies ranged from 1 to 3.5 years. Two studies found that there was a statistically significant decrease in depression between initial assessment and follow-up, 29,42 whereas four studies described a decrease but did not calculate statistical significance. 26,28,38,39 Holden and colleagues 23 found a slight but statistically nonsignificant decrease in the level of depression in a sample of mothers who did not receive treatment for PPD, compared to a significant decrease in a sample who were treated.
In four studies, the mean level of depression decreased to below the cutoff value for depression defined in each study; 23,26,28,38 and in the other three studies, the level of depression at follow-up remained above the cutoff. 23,29,42,43 In the study by Holden and colleagues, 23 depression levels decreased below the cutoff for the treated mothers but not for the control sample (see Table 3). In the study by Milgrom and Beatrice, 39 a cutoff score for the Hamilton Depression Rating Scale (HDRS) was not reported.
In summary, these studies suggest that the severity of PPD decreases over time, consistent with the 1991 results of Cooper and colleagues, 44 who stated that a majority of depressive episodes after childbirth resolve within three to six months. Depression levels do not always decrease to below the cutoff, however, and the decrease is not always statistically significant. In addition, the standard deviations are relatively high, indicating that change in depression levels within a sample is highly variable, suggesting that depressed mothers cannot be considered a homogeneous group (as discussed later in this review).
Prevalence of Depression After the Postpartum Period
All but three studies 3,4,32 report prevalences at different follow-up time points, with various intervals (see Table 4).
Studies in community samples suggest that 27% to 48% (median = 31.3%) of mothers with PPD still met criteria for major depression at 3 to 4 months postpartum (n = 4 studies); 30% to 62% (median = 35.5%) at 6 months (n = 6 studies); 25% to 31% (median = 28%) at 9 months (n = 2 studies); 6% to 39% (median = 23.1%) at 12 months (n = 4 studies); 18% at 18 months (n = 1 study); 13% to 46% (median = 31%) at 2 years (n = 4 studies); and 17% to 62% (median = 38.5%) at 3 years (n = 2 studies). Overall, these findings suggest that at any time point between 4 months and 3 years postpartum, about 30% of mothers diagnosed with PPD still meet criteria for depression.
In clinical samples, as might be expected, these figures are even higher: 49% to 60% of mothers with PPD continue to satisfy criteria for major depression at 12 to 15 months postpartum (n = 2 studies); 25% do so at 24 months postpartum (n = 1 study); and 39% to 58% of mothers still have major depression at 3 to 3.5 years postpartum (n = 2 studies).
In sum, these results indicate that about 30% of PPD-affected mothers in community samples and about 50% in clinical samples remain depressed throughout and beyond the first postnatal year.
Subgroups of Depressed Mothers
Twelve studies (ten conducted in community samples and two in clinical samples) focused on subgroups of depressed mothers (see Table 5).
Five of the studies specifically focused on the course of the depression. All five studies described two PPD groups. Howell and colleagues 35 found a remission group reporting depressive symptoms at baseline but not at 6 months, and an always-depressed group reporting depressive symptoms both at baseline and at 6 months. A one-year 28 and a two-year 25 follow-up study also found improved and chronically depressed mothers. In a 15-month follow-up study of a clinical sample, Cornish and colleagues 41 identified mothers who were depressed for a short period—that is, for no longer than one year postpartum—and those who were chronically depressed—that is, still depressed at 15 months postpartum. In a sample of inpatient mothers with PPD, Vliegen and colleagues 42,43 found remitted and chronic groups of mothers, with the latter being moderately to severely depressed at follow-up 3.5 years after baseline. Taking these results as a whole, all five studies found a group of mothers whose depression remitted, comprising 51% to 64% of the sample of initially depressed mothers, and a second group who were chronically depressed, representing 36% to 49% of the sample.
Seven other studies distinguished subgroups on the basis of both the course and severity of PPD. An early study by Wrate and colleagues 21 followed up a sample first described by Cox and colleagues. 22 Initially, Cox and colleagues 22 delineated two groups of depressed mothers in this sample, one severely depressed and one with mild postnatal symptoms. Of the total sample of 27 depressed mothers, 44% had subsequent depressive episodes. Wrate and colleagues 21 found, quite surprisingly, that the group with mild postnatal symptoms had a higher risk (62%) of developing chronic depression three years later than the severely depressed group (18%). Other studies included severity of depression but took it into account only at the follow-up points. Campbell and colleagues, 4,24 in a two-year follow-up study, found three subgroups: remitted (29%), subclinical (41%), and chronic (30%). At two months postpartum, these three subgroups were equally symptomatic and differed significantly from controls, but not from each other, on total symptom ratings. By four months, the subclinical and chronically depressed subgroups showed a significant and substantial decrease in symptoms relative to their initial high levels. Only the remitted subgroup, however, had dropped to the level of the control group on overall symptom ratings. Furthermore, only the chronic subgroup continued to show statistically elevated levels of depression throughout the follow-up period, despite some variability in symptom severity from one assessment to the next.
In a subsequent study, Campbell and colleagues 9 reanalyzed findings from the National Institute of Child Health and Human Development study. 6 Based on assessments three years postpartum, they found five subgroups, of which only two fell within the rubric of PPD: (1) early depressed (i.e., until 6 or 15 months; 18.4% of the total sample, or 69% of those with PPD), and (2) chronically depressed (i.e., for a period of 3 years; 8.1% of the total, or 30% of those with PPD). The other subgroups were (3) never depressed (55.1% of the total), (4) late depressed (i.e., depressed since two or three years after childbirth; 9.1% of the total), and (5) intermittently depressed (i.e., experienced a minimum of two episodes of depression, but not necessarily in the postpartum period; 9.3% of the total).
At seven-year follow-up of the same sample, Campbell and colleagues 31 found six subgroups of depressed mothers, three of which can be considered to have PPD: (1) moderate–increasing (6.2% of the total community sample, or 34% of those with PPD), (2) high"decreasing (i.e., partially remitted; 5.6% of the total, or 33% of those with PPD), and (3) high"chronic (i.e., remaining highly depressed; 2.5% of the total, or 14% of those with PPD). The three other trajectories that they found were (4) low"stable (i.e., very low symptomatology; 45.6% of the total), (5) moderate"stable, or subclinically depressed (36.4% of the total), and (6) intermittent (i.e., marked variations of depressed versus nondepressed status, but not necessarily PPD; 3.6% of the total). At 12-year follow-up, Campbell and colleagues 34 found evidence for five subgroups, three with PPD: (1) early and decreasing (i.e., partial remission since 2 years postpartum; 5.1% of the total sample, or 22% of those with PPD), (2) moderately elevated (i.e., early partial remission; 10.9% of the total, or 54% of those with PPD), and (3) chronically depressed (4.7% of the total, or 24% of those with PPD). Others were (4) never depressed (48.5% of the total) and (5) stable subclinically depressed (30.8% of the total).
Ashman and colleagues 3 identified three subgroups of depressed mothers in a follow-up study from childbirth to age 7: (1) decreasing depressive symptoms (30%), (2) stable mild depression (i.e., consistent low level of depression; 62%), and (3) chronic severe depression (8%).
To summarize, despite variability in the number of subgroups found by different studies, all have consistently reported a chronically depressed group—that is, PPD mothers who continue to show clinically elevated depressive symptomatology, with estimates of prevalence varying between 23% 9 and 49% 41 (median = 38%). Most studies (with the exception of Ashman et al. 3 and Wrate et al. 21 ) also identified a remitted group—that is, mothers who experience an acute major depression during the first three months postpartum but no longer show elevated symptoms during follow-up (from 6 months to 3.5 years). Two studies that followed up PPD mothers over a longer period (6.5 years 3 and 7 to 12 years 31,34 ), however, did not find a fully remitted group. More specifically, a decreasing depression group was identified, indicating a decrease from high levels of depression at the baseline measurement to persisting subclinical depression at the final follow-up point. 3,31,34 Hence, it seems that when the depressive symptoms of mothers with PDD are examined for a longer follow-up period, all mothers experience a relapse of depressive symptoms, although not always to a clinical level. Also, a subgroup of PPD mothers were found who showed stable subclinical depressive symptoms throughout the study period. 24,31,34 Although the authors did not specifically define this last form as chronic, we highlight—consistent with the terminology in the PPD literature (see discussion)—that it is, in a strict sense, a chronic form of PPD. Furthermore, a distinction between high"chronic depression and so-called moderate"increasing depression has been made, 31 with the latter group comprising mothers who were moderately (subclinically) depressed during the postpartum period and showed increasing levels of depressive symptoms that have risen to a clinical level seven years postpartum.
Other studies have found subsamples of mothers who could not be considered chronically depressed or remitted. These mothers are labeled as showing mild 21 and stable mild 3 depression.
RESULTS II: FACTORS PREDICTING THE COURSE OF PPD
A considerable body of research has examined predictors of the onset of PPD, eliciting eight factors that clearly predict PPD: prenatal depression, a history of previous depression, a lack of social support, life stress, child-care stress, “baby blues,” marital dissatisfaction, and prenatal anxiety (for a meta-analysis, see Beck). 45 However, no one has reviewed prospective studies that explore the risk factors associated with the persistence of PPD. Seventeen of the 23 studies included in the present review investigated sociodemographic or other risk factors, which we will discuss in more detail below.
Sociodemographic Differences Between Subgroups
In studies of the course of PPD, sociodemographic differences between depressed and nondepressed mothers or between different subgroups of depressed mothers are often controlled for in order to minimize confounding influences. In total, we identified 17 publications meeting the inclusion criteria of this review that examined sociodemographic factors (see Table 6).
Of the 17 studies examining the factors that influence the course of PPD, 4 studies either did not investigate sociodemographic differences between chronic and nonchronic PPD mothers 8,21,23,25,36,37,39,42 or used matched samples. 24
Out of nine studies that investigated the impact of age, only three reported an association between the child’s or mother’s age and chronic course of PPD. Ashman and colleagues 3 found that mothers whose depressive symptoms declined over time had younger children than mothers with subclinical depression, although no difference was found in the chronic depressive group. Cornish and colleagues 41 showed that chronically depressed mothers were slightly younger (p < .10) than mothers who had never been depressed. Campbell and colleagues 9 likewise found that intermittently and chronically depressed mothers were significantly younger than never-depressed and remitted-depressed mothers. By comparison, seven studies found no influence of the mother’s age on development of chronic PPD. 26–29,32,33,35
Of the nine studies investigating variables related to educational, occupational, and marital status, only three found that they affected the chronic course of PPD. The National Institute of Child Health and Human Development study 6,9 found that chronically depressed women had a lower level of education and a lower income-to-needs ratio than the remitted group. At one month postpartum, mothers classified as chronically depressed were more likely to have no partner and no plans to go out to work. Zelkowitz and Milet 27 found chronically depressed mothers to be lower in occupational and educational status than the group who had remitted (p < .05). Furthermore, Horowitz and Goodman 29 found a negative correlation between income and maternal depression scores at four to five months postpartum (p < .001). By comparison, six studies found no influence of socioeconomic status on development of chronic PPD. 3,30,32,33,35,41
Of the six studies that investigated the mother’s parity, none found that it had influenced the course of PPD. 26,27,29,32,33,35
Five studies investigated the possible influence of ethnicity. Howell and colleagues 35 found that chronically depressed mothers were more frequently nonwhite than mothers in their other three subgroups (never depressed, in remission, late onset). McMahon and colleagues 40 found that chronically depressed mothers were more often non–English speaking. By comparison, three studies found no influence of ethnicity on the course of PPD. 3,27,33
Of the five studies investigated the impact of the child’s gender, none found that it influenced the chronic course of PPD. 26–28,35,41
A number of factors in the postpartum period have been found to predict a chronic course of depression, and some of these factors are also known risk factors for PPD. These factors can be divided into four categories, as follows:
PARTNER RELATIONSHIP AND SOCIAL SUPPORT
Three studies found that chronically depressed mothers reported significantly less satisfaction with spousal support than mothers who were subclinically depressed and those whose PPD remitted. 24,25,40 Two other studies took into account more specific aspects of the partner relationship: Blabey and colleagues 33 found that a controlling, threatening partner was significantly associated with persistent PPD, and Vliegen and colleagues 42,43 found a (nonsignificant) trend for chronically depressed mothers to leave the fathers of their children more frequently. In addition, two studies found that chronically depressed mothers reported receiving less social support than mothers whose depression remitted. 9,29 By comparison, two studies did not find that social support differentiated between chronic and remitted PPD mothers. 30,35
HISTORY OF MENTAL HEALTH PROBLEMS OR MORE SPECIFIC CHILDHOOD FEATURES
Three studies found that mothers with chronic PPD were more likely to have a history of depression 29,35 or mental health problems, 25 though two studies found that a history of depression 24 or mental health problems 27 did not differentiate between subgroups with different courses of PPD. Buist and colleagues 37,38 found that PPD mothers with a history of childhood sexual abuse failed to improve as much as mothers who had not been abused. McMahon and colleagues 40 reported that a history of low maternal care during childhood was significantly associated with chronicity of PPD.
CONTEXTUAL RISK FACTORS
A chronic course of PDD was found to be associated with parental stress in two studies 26,29 and with financial worries in three. 25,26,42,43 Howell and colleagues 35 found that chronically depressed mothers showed a smaller reduction in postpartum physical symptoms over time compared to the remitted group. This study also showed that the incidence of health problems in the infants, such as colic and illness, did not differ between remitted and chronic PPD mothers. Vliegen and colleagues 42,43 found that chronically depressed mothers reported significantly more illness among close relatives and a (nonsignificant) trend of more-frequent moves from one residence to another. In two studies, a composite measure of stress was used. Ashman and colleagues 3 calculated a Contextual Risk Composite Measure that included stress in five domains (life events, marital dissatisfaction, parenting, family conflict, and lack of social support). A chronic course of depression was associated with higher levels of these contextual risks. Although the study did not examine whether contextual risk predicted a chronic course of PPD, these factors were stable over time, suggesting that the subgroup of mothers with chronic, severe depression experienced repeated exposure to stressful life circumstances. Klier and colleagues 32 computed a Multiple Risk Index including seven variables (household crowding, maternal age, problems during pregnancy, weight gain of less than 9 kg during pregnancy, dissatisfaction with social support, financial resources, and the child being unwanted). Women with two or more risk factors at birth were likely to have stable depressive symptomatology from birth to 6 months postpartum, and from 6 to 18 months; by comparison, the correlations among the depression measures at these three time points were not significant for women with fewer than two risk factors.
Problems managing role demands, 35 anxiety over relationships and an immature defense style, 40 and high standards and excessive self-criticism 42,43 have been found to put mothers at increased risk of developing chronic PPD.
DISCUSSION AND CONCLUSIONS
The general findings of this review of 23 longitudinal studies that followed up mothers after a diagnosis of PPD can be summarized as follows. First, the reviewed studies found that the severity of the depression (mean level of depression) in mothers with PPD decreased at different time points in the postpartum period, but not always to a nondepressed level (below the cutoff), and that the decrease is not always statistically significant. Second, with regard to prevalence, studies indicate that an estimated 30% of PPD-affected mothers in community samples and 50% in clinical samples continue to have major depression during their child’s first year of life and even beyond. Third, 12 publications distinguishing between subgroups of mothers with PPD consistently identified (1) a chronically depressed group of mothers who continued to experience clinically elevated depressive symptoms and (2) a remitted group of mothers who experienced acute major PPD but were no longer depressed at follow-up. When severity of depression was also taken into account, a more differentiated picture of chronic depression emerged, with subgroups of mothers showing (1) chronic major depression, (2) stable minor depression, or (3) recurrent major depression without full recovery between episodes. Taken together, these studies show that mothers with PPD cannot be considered a homogeneous group. A considerable proportion of mothers who experience PPD return to the level of depression of normal controls at four months postpartum and remain in remission throughout a long follow-up period, indicating that for these mothers, depression constitutes a time-limited problem. For a large group of mothers (38%), however, PPD is the prelude to the development of a chronic depressive disorder. Alternatively, as discussed in more detail below, chronic PPD may perhaps simply be the continuation of chronic depression or dysthymia that is already present. Finally, although a minority of the studies found evidence for sociodemographic differences (younger age of mother; lower maternal income and occupational and educational status; minority/nonwhite ethnicity), results regarding the four domains of risk factors seem to be more equivocal. More specifically, lower quality of partner relationship (with the exception of two of nine studies that did not find social support to have an influence), a history of depression, sexual abuse, or lower-quality maternal care, higher parental stress and contextual risk factors, and personality-related vulnerability have been consistently found to predict a chronic course of PPD. The incidence of infant colic and infant illness did not seem to differ between mothers whose PPD remitted and those whose PPD became chronic. In this regard, the composite measures used in two studies 3,32 are of major interest. Both measures, which included five and seven domains of risk, respectively, revealed a chronic course of depression to be significantly associated with higher levels of contextual risk. These risk factors were stable over time, suggesting repeated or chronic exposure to stressful life circumstances.
The results of this review are subject to various limitations. No “gold standard” is available for defining and measuring PPD and its course. As a consequence, studies have used different criteria to define PPD and different instruments to measure it at diverging time points. The large differences between these studies therefore need to be discussed carefully and critically. Of special note in this context are (1) the conceptualization of PPD and its severity and chronicity, (2) postpartum onset versus previous vulnerability to depression, (3) the instruments used to assess PPD and its course, (4) the samples investigated, and (5) the role of treatment. Finally, we propose guidelines for designing studies whose results would be easier to compare, which could lead, in turn, to a more consistent body of knowledge in this domain.
The research we have reviewed concerning the course of PPD is hampered by the use of differing definitions that often do not take into account that depression is a heterogeneous disorder that ranges from mild, transitory disturbances of mood to severe, persistent depressed mood associated with severe social and occupational impairments. 7 Hence, a clear definition of key concepts is needed that considers the severity and course of the depression as distinct and important factors, particularly since studies have often confounded them.
With regard to the severity of depression, DSM-IV distinguishes between mild, moderate, and severe depression. 11 Earlier classification systems based on the Research Diagnostic Criteria 46 distinguished between definite major depression (depressed mood and five symptoms), probable major depression (depressed mood and four symptoms), and minor depression (depressed mood and three symptoms). 24
In terms of the course of depression, DSM-IV describes chronic depression as depressive symptoms persisting for at least two years, and distinguishes between different types of chronic depression on the basis of the severity of symptoms: 47 (1) chronic major depression, referring to full-blown clinical depression lasting for a minimum of two years; (2) recurrent major depression without complete interepisode recovery, in which full clinical symptoms (i.e., meeting full DSM-IV criteria) and subthreshold symptoms alternate over a period of at least two years; and (3) dysthymia, referring to a condition characterized by depressed mood that persists for at least two years (which is conceptualized as a mild form of chronic depression). The Research Diagnostic Criteria diagnosis of intermittent depression is similar to dysthymia as defined in DSM-IV. 48 Dysthymia in combination with a major depressive episode is termed double depression. 47
In the reviewed studies, operationalizations other than those described in the DSM-IV or Research Diagnostic Criteria are often used. In some studies, chronic depression is defined in terms of long-lasting depressive symptoms that are present from one follow-up period to the next, but not necessarily over a two-year period. 27,32 However, investigation of the course of PPD by the use of different follow-up points makes it difficult to distinguish between chronic depression and recurrent, or episodic, depression as a discrete acute episode of depression after a symptom-free period. 7 Furthermore, it is hard to detect whether depression is actually chronic, with depressive symptoms continuing from one follow-up period to the next, when only a few measurements are made at points over an extended period of time. If the follow-up points are spread out, it may not be possible to identify shorter-term changes in the course of the PPD. In this regard, some authors stress the importance of assessing depression in the interval between the study’s established time points for measurement. 3,47
PPD Onset Versus Previous Vulnerability
Most of the studies examining the course of PPD start to look at depressive symptomatology from childbirth on, partly guided by the postpartum-onset specifier of four weeks postpartum described in the DSM-IV-TR. In the studies that we reviewed, none examined whether PPD among the sample could actually be an extension of depression with onset during or before pregnancy. The time of onset of “postpartum” depression has, in fact, been frequently debated in the literature. 49,50 Some authors even question whether PPD should be considered as a specific entity. 51 These authors argue that being pregnant and giving birth to a child are major stressors that may lead to a new, or even the first, episode of depression in women who are vulnerable for this disorder. Of course, even then the term postpartum depression seems justified, as depression in early motherhood is characterized by many specific features such as being preoccupied with worries about the baby’s well-being and about one’s own abilities as a mother. Jones and Cantwell 52 similarly recommend the continued use of a pregnancy and postpartum onset specifier in each category of mood disorder in DSM-5. 53 Nevertheless, studies suggesting that 11.5% 50 and even up to 50% 49 of depressed women report depression onset before or during pregnancy point to the importance of assessing depression, as well as the vulnerability to depression, before the postpartum period. Congruent with these views, DSM-5 has extended the PPD specifier to include depressive symptoms occurring during pregnancy.
Only five studies covered in the present review investigated a history of depression among participants (as discussed above), and three of them found such a history to be a possible risk factor for chronic PPD. 25,29,35 Consequently, we have only limited knowledge about how PPD might be a recurrence of a preexisting disorder in a subset of women. Furthermore, none of the studies specifically investigated prenatal onset of depression as a possible factor heightening the risk of a chronic course of PPD. Stowe and colleagues 50 therefore correctly argue that the heterogeneity of previous depression histories in samples of chronically depressed PPD women may explain the limited success of existing efforts to identify the risk factors for chronic PPD. This situation illustrates a disadvantage of a disorder-centered approach to the study of depression—an approach that tends to focus on the onset and course of specific disorders (such as PPD). 54 By contrast, a developmental, person-centered approach—one that follows women, over time, during the transition to motherhood—may be more appropriate and may yield important new insights into the nature of PPD. 55
The current review therefore cannot draw conclusions regarding the association between the onset (prenatal or postpartum) of depression and its course, although the few existing studies suggest that, at least in a subsample of women, chronic PPD may be an extension of previous episodes of depression and thus probably reflects a nonspecific vulnerability to depression.
Different self-report instruments have been used to assess PPD symptoms, whereas various clinical interviews have been used to diagnose PPD as a syndrome. Studies suggest that these various instruments and clinical assessments may result in considerable differences between findings, depending on the instruments/assessments and cutoffs that are used.
In empirical research, questionnaires are frequently used to assess the occurrence and severity of PPD. These include the HDRS, 56 Beck Depression Inventory (BDI, BDI-II), 57,58 General Health Questionnaire, 59 Center for Epidemiological Studies Depression Scale, 60 Comprehensive Psychiatric Rating Scale, 61 Edinburgh Postnatal Depression Scale (EPDS), 62 Postpartum Depression Screening Scale, 63 and Patient Health Questionnaire. 64 These measures are also often used to define clinical depression using a cutoff score. In studies using the Center for Epidemiological Studies Depression Scale, for instance, individuals scoring 16 or higher are commonly categorized as clinically depressed, 3,9,28,31,34,41,60 and different cutoff scores are often used to distinguish between different levels of severity. According to the scoring guidelines for the BDI, for example, a score of 11 is the lowest score for mild to moderate depression, whereas a score of 19 indicates the moderate-to-severe range. 65 In the BDI-II, total scores ranging from 0 to 13 represent “minimal” depression, 14 to 19 “mild,” 20 to 28 “moderate,” and 29 to 63 “severe” depression. 58 EPDS scores exceeding a threshold score of 10 (within family medical practices when used for screening purposes) and 12 (within research studies) indicate a greater likelihood of depression. 62
Potential methodological problems that are associated with the use of cutoff scores 66 are the instruments’ lower sensitivity (i.e., the number of women who are correctly diagnosed as depressed) and specificity (i.e., the number of women who are correctly diagnosed as not depressed). First, in several self-report instruments that were not specifically developed for assessing PPD, high scores (e.g., on the BDI) may reflect fatigue, low levels of bodily satisfaction, and loss of libido, which are all considered normal in the postpartum period. Self-report measures such as the EPDS were developed specifically for use within a postnatal population and take into account that these symptoms are common in the postpartum period. However, a meta-analysis reports that, whereas the specificities of the BDI, EPDS, and Postpartum Depression Screening Scale are all relatively high and similar, the sensitivity of these instruments varies considerably, with the latter two being more sensitive. 67
Second, different cutoff scores have been used in different studies, making it difficult to compare results across studies. In defining clinical thresholds, studies have used BDI scores of ≥12, 68 ≥17, 39 and ≥23, 38 and BDI-II scores of ≥13, 42,43 and ≥14. 29 For the HDRS, Buist and Janson 38 used a cutoff of ≥15. For the EPDS, studies have used cutoff points of ≥9, 30,68 ≥10, 27,29,36 >12, 8,18,39 ≥12, 23,26,69 and ≥13. 70 See also in this context Matthey and colleagues’ review 71 of several validation studies using the EPDS; 62,72–74 in discussing the use of “validated” versus “unvalidated” cutoff scores, the authors suggest that using validated cutoff scores of 13 for major depression and 10 for minor depression represents an optimal balance between sensitivity and specificity.
A final concern with regard to cutoff values relates to cultural differences. The prevalence of PPD, 68 the expression of depressive symptoms, 75 and the sensitivity and specificity of measures such as the EPDS 71,76 vary among different cultures. Consequently, the cutoff values validated in particular English-speaking populations cannot necessarily be generalized to other countries or cultures.
Numerous standardized clinical interviews have been used in studies examining the course of PPD: Goldberg’s Standardized Psychiatric Interview, 77 Present State Examination, 78 Montgomery–Åsberg Depression Rating Scale, 79 Schedule for Affective Disorders and Schizophrenia–Lifetime, 16 Diagnostic Interview Schedule III–Revised, 80 Structured Clinical Interview for DSM-III-R and DSM-IV, 81 and Composite International Diagnostic Interview. 82
Although interviews may be more reliable than questionnaires, self-report measures are easier and less costly to administer and do not require trained interviewers, which may explain their greater popularity, particularly in studies with large samples. Affonso and colleagues 68 state that questionnaire data should be used to analyze women’s experiences of depressive symptoms but not to diagnose clinical depression, for which clinical interviews are necessary.
Another limitation of the reviewed studies is that they varied in sampling procedures, leading to samples being recruited from different populations of depressed individuals, including hospital patients, psychiatric clinic outpatients, clients of social service agencies, and people in the community. Some results are based on very small samples, 27,32 making it hard to generalize findings. Furthermore, the results from studies using community samples cannot simply be generalized to clinical populations. Given that few studies to date used clinical samples (n = 5) and that some studies included mothers with heterogeneous diagnoses, 27 it is difficult to draw conclusions about the specific postpartum depressed group.
The Role of Treatment
The heterogeneity of PPD makes it difficult to assess treatment. In two of the studies with nonclinical samples, 23,36 and in all five studies with clinical samples, 37–39,42,43 the mothers received some kind of support or treatment, but it is difficult to determine whether recovery occurred because of treatment or other factors.
Two studies examined the effect of supportive counseling on the course of PPD in nonclinical samples and showed that the prevalence of depression at one-year follow up was lower in participants who received the intervention than in those who did not (15% vs. 32%; 36 31% vs. 62% 23 ).
RECOMMENDATIONS FOR FUTURE RESEARCH AND CLINICAL INTERVENTIONS
In this section, we outline a number of recommendations for future research and intervention based on the above review.
First, future research should replicate published findings using larger samples, in a variety of clinical contexts, with an exclusive focus on mothers with PPD.
Second, the considerable heterogeneity in the conceptualization of PPD should be addressed. In order to obtain a systematic body of research on PPD and its course, studies should use more common, internationally agreed criteria; validated cutoff scores for instruments; more consistent and parallel procedures; and comparable measurement time points. With regard to this last category, future studies of PPD should define clear time points for assessing patients, assess depressive symptoms between these measurement points, and collect data on subclinical depressive symptomatology. The new definitions and criteria in DSM-5 represent an important step in this direction.
Third, congruent with a person-centered approach—and following the recommendations of several researchers in the field 83 who advocate a move beyond thinking of PPD as applying solely to the postpartum period—future research should investigate mothers’ history of depression, as well as possible risk and protective factors, before delivery. A possible method for taking into account the onset and timing of depressive symptoms, treatment, and life events is the life history calendar 84,85 method, which is designed to collect detailed, individual-level event timing and sequencing data within an interview framework. With this method, it is easy to obtain information on mothers’ history of depressive episodes, including any current depression (onset, timing, and duration), on important life events, and on treatments received (see Vliegen et al.). 42,43 In this regard, we recommended the use of composite measures that take into account several domains of contextual risk. 3,32
Fourth, this review stresses the need for culturally sensitive studies investigating different racial and ethnic groups, and the need to consider other demographic variables such as socioeconomic status. 13
Finally, studies should take into account individual personality factors that may influence the treatment-seeking patterns of mothers with PPD. We need more systematic, theory-driven research concerning the psychosocial 42,55 and biological factors 54 that may function, either separately or together, as either risk or protective factors in the development of PPD.
With regard to clinical implications, professionals should be aware that the onset of PPD is often before the postpartum period and that PPD can persist far beyond the first year after childbirth. Clinicians who treat PPD mothers need to be well informed about the prognosis and the different possible trajectories of the depression. Whereas for some mothers recover from their depressive symptoms fairly quickly, other mothers’ experience of PPD signals the start of what proves to be a chronic disease, with considerable implications for the mother, child, and broader family. Consequently, programs specifically designed for PPD mothers need to include follow-up assessments in order to identify risk factors for the depression becoming chronic. Furthermore, clinicians need to be aware that mothers’ previous episodes of depression and that possible contextual factors heighten vulnerability for a chronic course of depression.
In sum, families with mothers suffering from PPD need the engagement of clinicians who are sensitive to the signs that the depression may become chronic. Moreover, given that parental depression has a detrimental (and potentially long-term) influence on the development of children, parents need ongoing contact with clinicians who are mindful of the parent-child interaction as well as of each child’s need for developmental support during early childhood and beyond.
Declaration of interest: The authors report no conflicts of interest. The authors alone are responsible for the content and writing of the article.
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Keywords:© 2014 President and Fellows of Harvard College
chronic depression; course and severity; longitudinal studies; postpartum depression