Implementation of screening programs
The quantitative section of this review was informed by three cluster RCTs [14, 30, 31], three RCTs [32–34], two quasi-experimental/controlled clinical trials [35, 36] and one cross-over trial [37]. In contrast to other RCTs, Morrell et al., conducted their cRCT in a pragmatic real world setting [14]. Half of these trials were published prior to 2010 and all studies were conducted in high income countries including USA (n = 2), UK (n = 2) and one each in Hong Kong, Netherlands, Australia, Sweden and Norway. Settings varied with each study and included primary care centers including GP practices, antenatal care or maternal and child healthcare centers, and child wellness centers and hospitals and home visits[14]. Delivery agents for screening programmes varied from nurses, nurses specializing in public health, midwives, health visitors, psychology students and physicians (Table 2). Six of the studies reported screening in the postpartum period and three in the antenatal period.
Table 2: Characteristics of screening programmes for perinatal depression |
Study
|
Scope
|
Mode of screening
|
Timing of screening
|
Delivery
|
Delivery agent
|
Treatment type
|
Control group status
|
Primary outcome-mother
|
Primary outcome-child
|
Primary time point
|
Leung SS, 2011
|
Universal
|
EPDS screening
|
Postpartum 8 weeks
|
In Person
|
Nurse
|
Non-directive counselling by MCH nurses or management by the community psychiatric team for those with high EPDS scores or Suicidal ideation. This was for both the intervention and control group.
|
Usual practice where nurses carried out clinical assessment.
|
EPDS >= 10
|
Body weight at 6 and 18 months; number of hospitalizations and doctor visits
|
6 months postpartum
|
der Zee-van den Berg AI,2017
|
Universal
|
Repeated online screening with EPDS
|
Postpartum 3 weeks
|
Self-administered/Online
|
Nurse
|
For EPDS >=13 refer the mother to her family practitioner or mental health care professional; for EPDS 9-12 indicating minor depression, home visits by nurses to check coping capability and if suicidal ideation, referral to crisis center.
|
Newborns visited WCC at the same, regular basis but received no EPDS screening that guided further advice and referral
|
EPDS >=13; presence of depression (major or minor) at 9 months postpartum measured with MINI
|
ASQ-SE
|
9 months postpartum
|
MacArthur C, 2002
|
Universal
|
EPDS screening
|
Postpartum (28 days)
|
In Person
|
Midwives
|
Care plans were made, and visits scheduled based on these results at least every 28 days so that care could be tailored to individual, GP referrals
|
|
Physical and mental component scores of SF36 and EPDS
|
|
4 months
|
Morrell CJ, 2009
|
Universal
|
EPDS screening
|
6 weeks postpartum
|
Two groups: In person and postal mail
|
Health visitors
|
Cognitive behavioral and person centered (non-directive); SSRI or both SSRI plus CBA/Non-directive for those screened positive on SCAN
|
Usual care
|
EPDS score ≥ 12
|
|
6 months postpartum
|
Webster J, 2003
|
At risk
|
EPDS postal
|
Antenatal
|
Self-administered
|
Self
|
The Educate component of the intervention involved providing women in the intervention group with a booklet about postnatal depression and a list of the phone contacts of postnatal depression resources. The women completed the Edinburgh Postnatal Depression Scale and their risk of developing postnatal depression was discussed with them. In the final part of the intervention (Alert), letters were sent to the women’s referring general practitioner and to their Child Health Nurse with details of their risk status
|
The control group received standard care, which included case management and referral to a hospital social worker or psychiatrists if required.
|
rate of depression at four months assessed by the Edinburgh Postnatal Depression Scale.
|
|
|
Zlotnick, 2006
|
At risk
|
Risk index questionnaire
|
23–32 weeks’ gestation
|
In Person
|
Research team
|
ROSE Program intervention based on interpersonal therapy: four 60-minute group sessions with three to five women assigned to the group over a 4-week period and a 50-minute individual booster session after delivery
|
Routine clinical care
|
Depression using the BDI
|
|
3 months postpartum
|
Glavin, 2010
|
Universal
|
EPDS
|
Postpartum six weeks
|
In Person
|
Nurses
|
Active listening and emphatic communication (non-directive counselling): phenomenon and providing information about risk factors, symptoms and the identification of mental health problems and treatment among new mothers; and then referral to mental health team
|
Care as usual
|
Depression rates using EPDS
|
|
3 months
|
Wickberg, 2005
|
Universal
|
EPDS
|
Antenatal
|
In Person
|
Self-administered
|
Non-directive counselling
|
Care as usual
|
EPDS scores
|
|
36 week antenatal
|
Yawn, 2012
|
Universal
|
Self-administered EPDS for screening and physician evaluation (using PHQ-9)
|
Postpartum 5-12 weeks
|
Postal mail
|
Two steps: self & Physician
|
Education and tools for postpartum depression screening, diagnosis, initiation of therapy, and follow-up within their practices
|
Usual-care practices received a 30-minute presentation about postpartum depression
|
Rates of postpartum depression
|
|
12 months
|
Table 3: Screening programmes compared to care as usual for postpartum depression?
|
Patient or population: Pregnant women and new mothers with symptoms of depression or anxiety
Intervention: screening programmes
Comparison: care as usual
|
Outcome № of participants (studies)
|
Relative effect (95% CI)
|
Anticipated absolute effects (95% CI)
|
Certainty
|
What happens
|
|
|
Difference
|
Rates of depression assessed with: Psychometric scales № of participants: 9009 (10 RCTs)
|
OR 0.55 (0.45 to 0.66)
|
17.5%
|
10.4% (8.7 to 12.3)
|
7.0% fewer (8.8 fewer to 5.2 fewer)
|
⨁⨁⨁◯ MODERATE a
|
Screening programmes likely reduces rates of depression slightly.
|
Severity of Anxiety symptoms assessed with: Psychometric scales № of participants: 3654 (3 RCTs)
|
-
|
-
|
-
|
SMD 0.18 SD lower (0.25 lower to 0.12 lower)
|
⨁⨁⨁⨁ HIGH
|
Screening programmes reduces severity of Anxiety symptoms slightly.
|
Treatment seeking № of participants: 1082 (3 RCTs)
|
OR 3.74 (2.14 to 6.52)
|
17.4%
|
44.0% (31 to 57.8)
|
26.6% more (13.7 more to 40.4 more)
|
⨁⨁⨁◯ MODERATE b
|
Screening programmes likely results in a large increase in treatment seeking.
|
Parental distress assessed with: Psychometric scales № of participants: 2336 (5 RCTs)
|
-
|
-
|
-
|
SMD 0.27 SD lower (0.39 lower to 0.15 lower)
|
⨁⨁⨁◯ MODERATE c
|
Screening programmes likely reduces parental distress slightly.
|
Quality of life assessed with: Psychometric scales № of participants: 5157 (4 RCTs)
|
-
|
-
|
-
|
SMD 0.2 SD higher (0.14 higher to 0.27 higher)
|
⨁⨁⨁⨁ HIGH
|
Screening programmes increases quality of life slightly.
|
*The risk in the intervention group (and its 95% confidence interval) is based on the assumed risk in the comparison group and the relative effect of the intervention (and its 95% CI). CI: Confidence interval; OR: Odds ratio; SMD: Standardised mean difference
|
GRADE Working Group grades of evidence High quality: We are very confident that the true effect lies close to that of the estimate of the effect Moderate quality: We are moderately confident in the effect estimate: The true effect is likely to be close to the estimate of the effect, but there is a possibility that it is substantially different Low quality: Our confidence in the effect estimate is limited: The true effect may be substantially different from the estimate of the effect Very low quality: We have very little confidence in the effect estimate: The true effect is likely to be substantially different from the estimate of effect
|
Explanations
- Three out ten studies were rated as having a overall low risk of bias. Meta-regression did not reveal any significant association of scores on risk of bias scale with the pooled effect size.
- Two out of three studies had an overall higher risk of bias. Subgroup analysis could not be conducted to ascertain association between risk of bias scores and effect size.
- Egger's regression statistic revealed significant publication bias.
|
Table 4: Subgroup analysis for the outcome of postpartum depression |
Group
|
No. of studies
|
Point estimate
|
95% CI
|
I2
|
Q
|
p
|
|
|
|
Lower
|
Upper
|
|
|
|
Screening timepoint
|
Postpartum
|
7
|
-0.36
|
-0.48
|
-0.24
|
40.71%
|
0.93
|
0.34
|
Antenatal
|
3
|
-0.23
|
-0.47
|
0.002
|
38.29%
|
|
|
Tool
|
EPDS
|
7
|
-0.31
|
-0.43
|
-0.19
|
33.09%
|
4.14
|
0.25
|
EPDS & clinical
|
1
|
-0.52
|
-0.81
|
-0.24
|
0
|
|
|
EPDS & PHQ-9
|
1
|
-0.23
|
-0.49
|
0.03
|
0
|
|
|
Risk index
|
1
|
-0.94
|
-1.85
|
-0.03
|
0
|
|
|
Mode of screening
|
In-person interviews
|
5
|
-0.39
|
-0.57
|
-0.20
|
10.55%
|
0.95
|
0.81
|
Postal
|
1
|
-0.23
|
-0.58
|
0.11
|
0%
|
|
|
Multiple methods
|
2
|
-0.27
|
-0.55
|
0.01
|
0%
|
|
|
Self-administered1
|
2
|
-0.38
|
-0.69
|
-0.08
|
88.23%
|
|
|
1Includes online deliver |
Out of nine studies, six studies reported on training curriculum for these delivery agents for screening of peripartum depression. These included: Lectures on perinatal depression and non-directive counselling; structured reflective practice sessions using role-play, peer supervisory session [14]; general information pertaining to postpartum depression, on screening and diagnosis, as well as training and practice of nursing telephone calls, and using PHQ-9 in case studies [31] and different aspects of depression, such as symptoms, aetiology and effects, and about the value of listening and support. Four studies reported psychologists and senior mental health professionals as supervisory staff [14, 34–36]. Only Morrell et al., reported significant details on supervision, fidelity and supervision of delivery agents, by employing a training reference group [14].
Meta-analytical Evidence
A series of meta-analyses were conducted to delineate effectiveness of screening programmes across a range of outcomes (Table 3, Supplementary Figs. 1 to 5).
Postpartum depression
A total of nine studies (10 trials) assessed rates of depressive disorder among pregnant women or postpartum women undergoing screening for perinatal depression. Seven out ten of studies employed EPDS scale for assessing rates of depression [14, 30, 32–35, 37]. Other scales used for assessment of depression were MINI major depression scale [33], PHQ-9 [31] and Beck Depression Inventory [33]. The pooled results indicated a positive impact in favour of the intervention group (OR = 0.55, 95% CI: 0.45 to 0.66, n = 9,009, p=). There was no evidence of significant heterogeneity in reporting of this outcome (I2 = 39.75%, Q = 14.94, P = 0.09). Removing quasi-experimental study (Van Der Zee-Van Den Berg et al, 2017) from the overall forest plot, did not yield any change in statistical significance. Severity of depressive symptoms was reported by only one study, using the Beck Depression Inventory [33], indicating a non-significant improvement in favour of the intervention group (SMD= -0.08, 95% CI: -0.51 to 0.34, n = 86).
Postpartum anxiety
Three studies reported severity of anxiety symptoms among the intervention recipients using the State-Trait Anxiety Scale. There was no evidence of heterogeneity in reporting of this outcome (I2 = 0%, Q = 1.65, p = 0.44). A significant improvement was seen in the intervention group than their counterparts (SMD= -0.18, 95% CI: -0.25 to -0.12, n = 3654). Trait anxiety symptoms also improved in favour of intervention group (SMD= -0.28, 95% CI: -0.45 to -0.12, n = 565, I2 = 0%). Rates of anxiety were not reported in any of the studies.
Quality of life
Quality of life was measured across three studies using the Short Form (SF) questionnaire where a greater improvement in mental component of the SF was reported (SMD = 0.20, 95% CI: 0.14 to 0.27, n = 5157, I2 = 37.80%). However, no improvement was seen on the physical component of the SF scale (SMD= -0.03, 95% CI: -0.23 to 0.17, n = 5157, I2 = 0%). Five trials [14, 31, 34, 35] reported scores on the parenting stress index, showing an improvement in stress levels among the experimental group (SMD= -0.27, 95% CI: -0.39 to -0.15, n = 2336). An improvement was seen in overall functioning among the experimental group (SMD = 0.35, 95% CI: 0.14 to 0.55, n = 373, I2 = 0%). Removing quasi-experimental study (Van Der Zee-Van Den Berg et al, 2017) from the overall forest plot, did not yield any change in statistical significance.
Treatment seeking practices
Treatment seeking practices were reported in three studies [31, 34, 37], where a significant improvement was reported among women undergoing screening for depression (OR = 3.74, 95% CI: 2.14 to 6.52, n = 1082, I2 = 52.51%).
Marital satisfaction
Women undergoing screening for perinatal depression were more likely to report higher satisfaction levels than their counterparts (SMD = 0.24, 95% CI: 0.14 to 0.35, n = 1503). Generally, women in the intervention group reported a non-significant improvement marital/partner satisfaction [31, 34] than their counterparts (SMD= -0.32, 95% CI: -0.88 to 0.23, n = 1017, I2 = 48.23%).
Adverse events
Adverse events occurring during the screening programs were mentioned in two studies [14, 34]. The review authors were not able to pool results for adverse effects reported in two studies (4546 women). One trial (462 women) reported no adverse effects in their intervention [14, 34]. Similarly, in the other trial (4084 women) there were no hospital or psychiatric admissions due to adverse events. Also, contacts with other mental health or social workers were rare in the screening group. None of the other trials reported adverse effects of screening programmes for perinatal depression [14, 34].
Secondary infant outcomes
Infant outcomes were reported in only three out of nine studies [14, 34, 36]. A weak improvement in child socio-emotional development was reported in the experimental group (SMD= -0.10, 95% CI: -0.16 to -0.04, n = 4050, I2 = 0%). No improvement was seen among physical development of the infants (SMD = 0.09, 95% CI: -0.02 to 0.19, n = 1486, I2 = 0%). Morrell et al., in their trials reported an improvement in parent-child interaction (SMD = 0.32, 95% CI: 0.13 to 0.52, n = 565, I2 = 26.52%). The number of doctor visits (SMD = 0.19, 95% C: 0.01 to 0.34, n = 462) increased among the experimental group, however, no differences were noted in number of hospitalizations (SMD = 0.06, 95% C: -0.13 to 0.24, n = 462).
Cost-effectiveness
Cost-effectiveness of screening programmes was evaluated in two studies [14, 38],. Meta-analysis could not be conducted due to varying study designs and methodology assessment.
Wilkinson et al., (2017) reported cost projections in a hypothetical cohort of 1000 pregnant women with one live birth, over a 2-year time horizon [39]. All costs were reported from a Medicaid perspective. Screening for postpartum depression was done face to face and treatment offered was either SSRI (fluoxetine) or IPT delivered by provisionally licensed mental health providers under supervision of a licensed psychiatrist. Compared to usual care, the intervention cost $296,919 more but resulted in an additional 21.43 QALYs and 29 remissions achieved; accounting for an incremental cost-effectiveness ratio of $13,857/QALY gained and $10,182/remission achieved. Using the commonly accepted U.S. willingness to pay a threshold of $50,000 per QALY gained, screening and treating women for postpartum depression was found to be cost-effective [39].
Morrell et al., (2009) conducted a cost-effectiveness analyses for their screening programme, embedded in the PoNDER trial [14]. General screening for postpartum depression was done either face to face or through postal questionnaires, by employing health visitors [14]. Women at risk, were then interviewed using SCAN interview schedule. Costing for healthcare needs, screening and treatment was done for mothers at 6 months and then at 12 months for both the mothers and babies. Two types of treatments were offered for women who screened positive for postpartum depression; CBT and non-directive counselling. Those mothers with severe depression and suicidal ideation were referred for psychiatric treatment [14].
Morrell et al., reported that greater number of QALYs were gained in the intervention group, albeit this increase was non-significant. The greatest increase was reported in the intervention group opting for cognitive behavioral treatment post-screening [14]. This group when compared with their control counterparts or those receiving non-directive counselling was also found to be cost-effective. When QALYs were considered to range between £20,000 and £30,000, the probability for cost-effectiveness was over 70%, for the group of women undergoing cognitive behavioral treatment, reflecting lower costs and higher QALYs. In addition, the intervention groups reported fewer contacts with health visitors, general practitioners and social services. Both the control and intervention group reported no mother and baby unit admissions or emergency attendances [14].
Publication bias
There was no publication bias (Supplementary Fig. 6) in reporting of the outcome pertaining to rates of depression (Egger’s regression p = 0.18).
Risk of bias assessment
Overall, three out of nine studies were of high quality according to the Cochrane Risk of Bias tool [14, 32, 34]. Selection bias and attrition bias was observed in a high proportion of the studies (Fig. 2). Random sequence generation was judged at high/unclear risk of bias in five studies, allocation concealment (n = 5), blinding of outcome assessment (n = 4), attrition bias (n = 6), reporting bias (n = 2) and other biases (n = 3) (Supplementary Fig. 7).
Moderator analysis
Subgroup analysis (Table 4) did not reveal any difference in effect sizes pertaining to rates of depression outcome, according to timepoint of screening (postpartum vs antenatal) and type of screening tools. Scores on risk of bias scale bore no significant association with effect sizes pertaining to rates of depression outcome (p = 0.67, R2 = 0%).
Quality of Evidence
The GRADE approach was used to rate the strength of evidence pertaining to primary outcomes of rates of depressive and anxiety disorders and severity of depression and anxiety symptoms. Certainty of evidence for rates of depressive outcomes was rated as moderate, after downgrading it by one level for high risk of bias among eligible RCTs. Although only four out of ten trials were judged as having a lower risk of bias, pooled effect size did not yield any significant association with risk of bias scores. Certainty of evidence for symptoms of anxiety was based on only three, albeit high quality RCTs. It was judged as having a high quality of evidence.
In addition, three secondary outcomes were also judged as critical. Treatment seeking practices and parental distress outcomes were rated as having a moderate quality evidence. The former outcome was downgraded by one level for higher risk of bias among studies, while the latter revealed a significant publication bias. Quality of life outcomes was rated as having a high quality evidence.
Acceptability & feasibility of screening programmes: narrative synthesis
Acceptability of screening programmes was assessed in ten studies [14, 40–46]. These studies employed varying study designs to study impact and acceptability and feasibility of depression screening programmes. According to study designs, a higher proportion of the studies employed retrospective (n = 4), prospective (n = 3) and qualitative (n = 2) evaluations of screening programmes. These studies were conducted in USA (n = 4), Australia (n = 3), Singapore (n = 1) and UK (n = 1). All the studies provided reflections on acceptability of these programmes by intervention recipients, while providers’ perceptions were reported by only two studies [14, 42]. None of the studies provided perspectives from stakeholders such as policy makers, technocrats, politicians, and administrators.
Perceptions of intervention providers were generally positive pertaining to screening programs. Buist et al, in their evaluation of screening programmes for postpartum depression in Australia, provided providers’ perceptions on use of EPDS [42]. An overwhelming majority of the screening providers reported that EPDS was easy to use by nurses (83%), midwives (76%) and general practitioners (71%).
Post-screening programme treatment seeking practices
A majority of the studies reported better attitudes and practices toward treatment seeking practices, among women screened positive for depression. According to Flynn et al., Women undergoing screening more often, discussed their depression status with healthcare providers and were more likely to seek treatment for it (39 vs 15%). Seeking care for postpartum depression following screening was explored in two studies [46, 47]. These studies stressed the importance of treatment provision following screening for perinatal depression. Avalos et al., in their prospective evaluation of a screening programme from pre-implementation phase (n = 122) to full-implemented stage (n = 41,124), reported a corresponding increase in diagnosis of new cases [44]. In addition, the expected percentage of women receiving treatment increased from 5.9–81.9% in this study. Smith et al., however, reported that only a small proportion of their study sample remained in active treatment in primary care, citing need for further research into integration of screening programmes in primary healthcare settings [46].
High compliance & satisfaction
A positive impact of these screening programs was indicated by a high completion rate than the controls, in most of the studies. For instance, Flynn et al. reported a high compliance rate (95%) among women undergoing routine clinical screening using the EPDS [47]. Patient satisfaction was reported in five studies [41–43, 48, 49]. Satisfaction toward screening programmes ranged from 73.4–100%, in these studies.
Barriers and facilitators
These satisfaction surveys also sought to identify barriers and facilitators predicting success of screening programs. Most of the studies explore attitudes towards healthcare professionals either providing screening or treatment for postpartum depression. One of the most frequently explored themes pertained to healthcare providers’ ability to empathize, provision of psychoeducation and help in finding treatment resources [41, 43, 48, 49]. Another important factor for high acceptability of these programmes was that the screening providers had not labelled, stigmatized, or distressed the mothers [41, 49]. Characteristics of screening providers were explored in a greater detail by Morrell et al. Major barriers to woman’s perception of health professional were openness to emotional issues and ability to validate mother’s feelings rather than concentrating on the baby. In addition, these listening visits emphasized a person centered approach and thus, helped foster a good therapeutic relationship [14]. Morrell & colleagues also hinted that seeking treatment, post-screening from a general practice maybe a barrier for some women. This barrier stemmed from the notion that GPs are more suitable for treating physical rather than mental ailments [14].