IMR Press / CEOG / Volume 51 / Issue 3 / DOI: 10.31083/j.ceog5103064
Open Access Original Research
Psychosocial Variables Associated with Postpartum Depression in Breastfeeding Women: A Prospective Study
Show Less
1 Department of Psychology, Rey Juan Carlos University, 28922 Madrid, Spain
*Correspondence: cecilia.penacoba@urjc.es (Cecilia Peñacoba)
Clin. Exp. Obstet. Gynecol. 2024, 51(3), 64; https://doi.org/10.31083/j.ceog5103064
Submitted: 5 December 2023 | Revised: 6 January 2024 | Accepted: 31 January 2024 | Published: 7 March 2024
Copyright: © 2024 The Author(s). Published by IMR Press.
This is an open access article under the CC BY 4.0 license.
Abstract

Background: To analyze (Aim 1) if there is an association between maintaining breastfeeding for 4 months after delivery and postpartum depression (n = 160) and (Aim 2) what sociodemographic, obstetric and psychosocial factors are associated to the presence of postpartum depression among the women who continue to breastfeed for 4 months after delivery (n = 81). Methods: A total of 160 women who initiated exclusive breastfeeding within an hour of childbirth participated for Aim 1. For Aim 2, a total of 81 of these same participants, specifically those who continued breastfeeding 4 months after giving birth, constituted the final sample. For Aim 2, a prospective design was used, which included four stages. During the first trimester of pregnancy, pregnancy worries, extroversion and neuroticism, external locus of control and psychiatric symptoms were assessed. In the third trimester of pregnancy, psychiatric symptoms were assessed again. Immediately after childbirth, the initiation of exclusive breastfeeding was recorded, and four months after childbirth, both postpartum depression scores and the continuation of breastfeeding were assessed. Likewise, different sociodemographic and obstetric variables were assessed, including age, type of delivery, pain during and after delivery, among others. Results: In relation to Aim 1, no statistically significant associations were found between postpartum depression and the continuation of breastfeeding four months after childbirth. In relation to Aim 2, the presence of postpartum depression among the women who continued to breastfeed was associated to higher scores on neuroticism, pregnancy worries, external locus of control and anxiety and depression during both trimesters, as well as with lower extraversion scores. The results of binary logistic regression showed that, of the above variables, anxiety during the third trimester was the strongest predictor. Conclusions: It seems as though it would be necessary to assess psychosocial risks to be able to prevent postpartum depression and therefore improve mothers’ wellbeing during breastfeeding.

Keywords
postpartum depression
breastfeeding
breastfeeding duration
mental health
1. Introduction

In 1991, based on the Innocenti Declaration, the “Baby-Friendly™ Hospital Initiative” (BFI) was launched by The United Nations Children’s Fund (UNICEF) and the World Health Organization (WHO). The purpose of this was to help hospitals, health services and, in particular, mothers, to adopt initiatives to protect, promote and support breastfeeding from birth.

On average, in the countries that make up the Organization for Economic Cooperation and Development (OECD), maternal lactation is initiated in approximately 70% of cases, but less than half of these children will continue to be breastfed after three months, and only about 15% of children continue to be breastfed until six months [1]. Througth different interventions studies carried out to improve the continuation of breastfeeding, the need to intervene on modificable risk factors that influence both the initiation and the continuation of breastfeeding has been corroborated [2].

In the last decades, different studies have aimed to explore the role of postpartum depression as a possible risk factor in the duration of breastfeeding [3, 4, 5]. Postpartum depression is considered a mood disorder that affects between 11%–12% of all women in the 4–6 weeks postpartum, peaking at around six months and can last until the end of the first postpartum year [6]. Mothers suffering from postpartum depression experience feelings of extreme sadness, anxiety and tiredness that get in the way of their daily activities in relation to caring for others and of their own self-care [7]. There is a hypothesis regarding depressed mothers that they considers them to be less confident in their ability to breastfeed in comparison to others who don’t have depressive symptoms and that this makes them less willing to continue to do so [8].

Nevertheless, it is true that, currently, there is no consensus in relation to the association between breastfeeding and postpartum depression. In spite of some studies showing that there is a clear association between the duration of breastfeeding and the presence of postpartum depression [9, 10, 11, 12, 13, 14], not all authors have found significant associations between these two factors [15, 16, 17]. Also, to the best of our knowledge, there are no studies that have analyzed the psychosocial profile of the mothers that, in spite of having postpartum depression, continue to breastfeed. In this sense, it seems that there are common risk factors that predict the onset of postpartum depression and the duration of breastfeeding. The presence of depressive and/or anxious symptoms during pregnancy [18, 19], high levels of neuroticism [20, 21] or high levels of worry [22, 23], have been associated with a higher prevalence of postpartum depression and a shorter duration of exclusive breastfeeding. However, previous literature also indicates that personality traits such as extraversion [21, 24] or having an internal locus of control [25, 26] decrease the risk of developing postpartum depression and increase the probability of continuing with exclusive breastfeeding for longer. Because of this, two main aims are established in this study: (Aim 1) determine if there is an association between the maintenance of exclusive breastfeeding for four months and postpartum depression and (Aim 2) to explore the psychosocial risk factors (also taking into account the role of sociodemographic and obstetric variables) for postpartum depression among the women who continue to breastfeed four months after childbirth.

2. Materials and Methods
2.1 Procedure and Sample

This study is part of a larger project that aims to analyze the evolution of maternal psychosocial variables during pregnancy, childbirth and the puerperium. In this large study, the sample (n = 285) was recruited in the first trimester of pregnancy during the first appointment at the obstetric clinic, coinciding with the first ultrasound. The inclusion criteria were: women over 18 years of age, mentally and physically healthy, which includes absence of diagnosis of depression or any other psychiatric disorder, a maximum gestational age of 14 weeks and without a diagnosis of maternal or fetal diseases. As an additional inclusion criterion, in vitro fertilization-embryo transfer (IVF-ET) pregnancies were ruled out, with all pregnancies resulting from natural causes. Once the women were enrolled in the project, they were given a battery of paper questionnaires (see Data Collection section) at the first trimester consultations, during the trimester, and during admission in the immediate postpartum period. The questionnaires corresponding to the third trimester of pregnancy and to four months after delivery were sent by email. Participants were asked to return the completed questionnaires within one week via email or directly to the researcher.

Within this larger project, the study that we present here, with the two proposed aims, includes women who began exclusively breastfeeding within the first hour postpartum (n = 160, Aim 1). To accomplish this, the midwife who cared for the mothers at the hospital, and who was also part of the research team, observed the mothers to determine if they had started breastfeeding within the first hour after delivery. Four months later, these women were assessed as to whether they continued to exclusively breastfeed and their postpartum depression was also assessed to answer Aim 1. For Aim 2, of the women participating in Aim 1, only those who continued breastfeeding 4 months after giving birth were included in the study (n = 81) (see Fig. 1). Within the aforementioned larger project in which the present study is located, sociodemographic, obstetric and psychosocial data were available for this sample of participants (n = 81) taken in the first and third trimester of pregnancy and in the immediate postpartum, which has allowed the achievement of Aim 2. In each of the assessments carried out, it was verified that the sample continued to meet the previously mentioned inclusion criteria established for the larger project. Those pregnant women who did not meet these criteria were excluded from the research.

Fig. 1.

Selection of study population. EPDS, Edinburgh Postnatal Depression Scale.

The study was approved by the ethics committee of Hospital Universitario de Fuenlabrada. All women included in the study were informed that they could stop participating at any time without consequences for their medical quality or for themselves. All participants signed a consent form to declare their voluntary participation in this project.

2.2 Data Collection
2.2.1 First Trimester

Neutoticism and extraversion. We base our assessment on the Big Five personality factors model. The Spanish version [27] of NEO Five Factor Inventory (NEO FFI) [28] was used. This scale is composed of the five main factors of personality: neuroticism, extraversion, openness to experience, agreeableness, and conscientiousness.The NEO FFI includes 60 items. Participants rate each item using a five-point Likert response scale. This scale is widely used internationally, having shown good psychometric properties. For this study, it was decided to use the factors of neuroticism and extraversion due to their relevance in the pregnancy process. In this study, Cronbach’s alpha for neuroticism was 0.88 and for extraversion 0.82.

Pregnancy worries. We used the Spanish version [29] of the Cambridge Worry Scale (CWS) [30]. The CWS includes 16 items. Participants rate each item using a scale from 0 (not a worry) to 5 (major worry). This instrument has demonstrated good psychometric properties [29, 30]. The global measure of pregnancy worries has been used for this study. Cronbach’s alpha was 0.81 for this study.

Locus of control (LOC). The Spanish version [31] of Rotter’s Locus of Control Scale [32] we used. This instrument includes 29 items, 6 of which are included as control items. All items, except for the control ones, have one option about expectations of external control and another about internal control expectations. The higher the score the higher the external locus of control. This test has demonstrated good psychometric properties [31, 32]. Cronbach’s alpha was 0.82 in this study.

2.2.2 First Trimester and Third Trimester

Anxious and depressive symptomatology. The validated Spanish version [33] of the Symptom Checklist-90-R (SCL-90-R) [34] was used to assess anxiety and depression symptoms (10 and 13 items respectively). The SCL-90-R includes 90 items which allows for the assessment of nine dimensions of psychiatric symptomatology (i.e., somatization, obsessive-compulsiveness, hostility, anxiety, depression…), rated on a 5-point Likert scale. This instrument has been widely used, translated and validated in different languages, showing good psychometric properties [34]. In this study, Cronbach’s alpha for depression was 0.87 and for anxiety was 0.81.

2.2.3 After Childbirth (1 Hour).

Initiation of breastfeeding (yes/no). The midwife who worked at the hospital and who, in turn, was part of the research team assessed initiation to breastfeeding using an observational measure.

2.2.4 Four Months after Childbirth

Post-partum depression. The Spanish version [35] of the Edinburgh Postnatal Depression Scale (EPDS) [36] was used. Ten multiple-answer items, with four possible alternatives each, compose the scale. The cut-off score for major depression was established at 11, with a sensitivity of 100%, and specificity of 92%, and a positive predictive value (PPV) of 28.8%. For this study both a categorical measure (yes/no) based on the cutoff point at 11 as well as a continuous measure were used [37]. Cronbach’s alpha was 0.88 in this study.

Maintenance of breastfeeding. Women were asked if they maintained breastfeeding on demand using an ad-hoc item (yes/no).

Sociodemographic and obstetrical variables. Through the electronic medical record, the following were evaluated: age, educational level, work activity at the time of the study, previous miscarriages or abortions, previous deliveries, planning of the pregnancy, weeks of gestation at the time of birth, type of delivery, use of epidural, average weight of the newborn at birth, apgar test at one minute, apgar test at five minutes, pain during labor and pain after childbirth. These variables were also considered as possible predictor variables.

2.3 Statistical Analysis

The SPSS 21 Statistics Package (IBM Inc., Armonk, NY, USA) was used to perform the analyses. Descriptive analyses and internal consistency analyses (Cronbach’s Alpha coefficient) were performed. For Aim 1, chi-square test (categorical variables) were used to analyze the associations between postpartum depression and maintenance of breastfeeding four months after childbirth. For Aim 2, women (all of them maintaining breastfeeding 4 months postpartum) with postpartum depression versus no postpartum depression were compared on socio-demographic, obstetric and psychosocial variables using the Mann–Whitney-U or the chi-square test depending on the nature of the variable. Effect size differences were assessed using Cohen d, with d = 0.2–0.49 being a small effect, d = 0.5–0.79 being a medium effect, and d >0.80 being a large effect size difference. Furthermore, binary logistic regression analyses (enter method) were used to determine independent factors on postpartum depressive status in women who maintained breastfeeding.

3. Results
3.1 Aim 1: Association between Postpartum Depression and Continuation of Breastfeeding for Four Months after Giving Birth (n = 160)

Participants and sociodemographic and obstetric characteristics. The sample used to address objective 1 is made up of a total of 160 women (see Fig. 1) with a mean age of 31.28 years (Standard deviation (S.D.) = 3.96; range 23–42). Regarding parity, 51.3% were primiparous. The majority of participants (48.3%) had completed secondary education, 23.3% had completed primary education and 28.3% had completed university studies. Twenty-four point two percent of the women had previously suffered at least one spontaneous miscarriage or voluntary interruption of pregnancy. The majority (85%) of the women had planned the pregnancy. More than half of the sample worked outside the home (68.1%). The mean number of weeks in which delivery occurred was 38.33 (S.D. = 2.28). The type of vaginal delivery was predominant in this sample (57.2%) compared to 25.5% of delivery by cesarean sections, and 17.3% instrumental delivery. Most women used an epidural (76.8%). The average of the Apgar test in the first minute was 8.69 (S.D. = 1.10) and at five minutes it was 9.75 (S.D. = 0.68). The mean pain during labor was 6.72 (S.D. = 2.75). The mean pain after childbirth was 3.61 (S.D. = 2.63). The average weight of the neotas was 3.229 grams (S.D. = 454 grams). A total of 50.63% of the women who started to breastfeed immediately post-partum, continued to breastfeed 4 months after childbirth (n = 81).

Association between postpartum depression and continuation of breastfeeding for four months after giving birth. To assess the incidence of postpartum depression, a cut-off point of 11 points on the EPDS scale (Edinburgh Postnatal Depression Scale) was used, and it was found that 20% (n = 32) of the women who started to breastfeed immediately post-partum had developed postpartum depression by this time.

No statistically significant differences (see Table 1) were found in post-partum depression (yes/no) between the women who continued to breastfeed four months later and those who did not (chi square: 0.764, p = 0.382). Likewise, when using the postpartum depression variable as a continuous variable, no significant differences were found (t = 0.68, df = 118, p = 0.498) in postpartum depression between women who continued breastfeeding four months later (mean = 5.70, S.D. = 4.29) and those who did not (mean = 6.40, S.D. = 5.44).

Table 1.Association between postpartum depression and continuation of breastfeeding for four months after giving birth.
Women who maintain breastfeeding for four months. Women who do not breastfeed for four months. Total
n (%) n (%) n (%)
Women with postpartum depression (EPDS score >11) 14 (17.3) 18 (22.7) 32 (20)
Women without postpartum depression (EPDS score <11) 67 (82.7) 61 (77.2) 128 (80)
Total n (%) 81 (100) 79 (100) 160 (100)

EPDS, Edinburgh Postnatal Depression Scale.

3.2 Aim 2: Sociodemographic, Obstetric and Psychosocial Risk Factors Associated with Postpartum Depression in Mothers who Continue Breastfeeding 4 Months Postpartum

Participants and sociodemographic and obstetric characteristics. Of the total number of mothers who in the immediately postpartum commenced exclusive breastfeeding, maintaining it until hospital discharge (n = 160), about half (n = 81, 50.63%) continue exclusive breastfeeding four months after delivery. The socio-demographic and obstetric characteristics of these participants were not statistically significantly different from those who participated in the objective 1 study (n = 160). Of the participants who maintained breastfeeding four months after delivery (n = 81), 17.3% (n =14) had postpartum depression (see Table 1). In relation to Aim 2, we will analyze, in mothers who maintain breastfeeding in the fourth month postpartum (n = 81), the differences in sociodemographic, obstetric and psychosocial variables between mothers who exhibit postpartum depression (n = 14, 17.3%) and those who do not (n = 67, 82.7%).

3.2.1 Sociodemographic and Obstetric Risk Factors Associated with Postpartum Depression in Mothers who Continue Breastfeeding 4 Months Postpartum

Table 2 shows the results in relation to sociodemographic and obstetric variables, in women who continue breastfeeding 4 months after childbirth, between those who have postpartum depression and those who do not. The results did not show significant differences between women who suffered from postpartum depression and those who did not in any of the sociodemographic and obstetric variables, including age, educational level, working at the time of the study, previous miscarriages or abortions, previous deliveries, planning of the pregnancy, weeks of gestation at delivery, type of delivery, use of epidural, average birth weight of the newborn, one-minute Apgar test, five-minute Apgar test, pain during childbirth and pain after childbirth (all p > 0.05).

Table 2.Analysis of sociodemographic and obstetric variables associated with postpartum depression in women that maintaining breastfeeding 4 months after birth.
Postpartum depression U de Mann-Whitney or χ2 p
No Yes
(n = 67) (n = 14)
Age, mean 28.69 27.38 183 0.833
Educational level, n 3.80 0.827
Primary education 16 4
Secundary education 28 6
University studies 23 4
Working at the time of the study 0.007 0.624
Yes 43 10
No 24 4
Previous miscarriages or abortions, n 0.114 0.545
Yes 20 4
No 47 10
Previous deliveries, n 0.890 0.279
Yes 37 5
No 30 9
Planning of the pregnancy, n 2.025 0.181
Yes 51 12
No 16 2
Weeks of gestation at the time of birth, mean 39.22 38.25 107 0.167
Type of delivery, n 1.826 0.873
Vaginal birth 39 6
Cesarean birth 16 5
Instrumental birth 12 3
Use of epidural, n 0.058 0.588
Yes 44 9
No 23 3
Average weight of the newborn at birth, mean 3.203 3.101 194.5 0.973
Apgar test at one minute, mean 29.78 24.25 158 0.280
Apgar test at five minutes, mean 29.08 28.50 192 0.863
Pain during labor, mean 20.44 23.71 100 0.506
Pain after childbirth, mean 28.34 32.10 204 0.510
3.2.2 Psychosocial Risk Factors Associated with Postpartum Depression in Mothers who Continue Breastfeeding 4 Months Postpartum

Table 3 shows the results in relation to psychosocial variables, in women who continue breastfeeding 4 months after childbirth, between those who have postpartum depression and those who do not. The presence or absence of postpartum depression among women who continued to breastfeeding significantly associated with neuroticism, extraversion, pregnancy worries, external locus of control, anxious and depressive symptomatology in both the first and third trimesters of pregnancy (see Table 3). Women with postpartum depression obtained higher scores on all of the above mentioned dimensions except for extraversion.

Table 3.Analysis of psychosocial variables associated with postpartum depression in women that maintaining breastfeeding 4 months after birth.
Postpartum depression
No Yes U de Mann-Whitney p Cohen d
Mean (S.D.) Mean (S.D.)
Psychopathological Symptoms (1T)
Depression 0.59 (0.46) 0.87 (0.56) 105.7 0.023 0.54
Anxiety 0.37 (0.35) 0.99 (0.66) 97 0.002 1.17
Personality (1T)
Neuroticism 16.62 (6.94) 25.50 (10.23) 128.5 0.012 1.02
Extraversion 32.77 (5.96) 26.00 (5.11) 116 0.006 1.22
Pregnancy worries (1T)
Global pregnancy worries 1.75 (0.74) 2.36 (0.91) 158 0.049 0.76
External locus of control (1T) 12.48 (2.94) 14.56 (2.65) 125 0.040 0.74
Psychopathological symptoms (3T)
Depression 0.64 (0.39) 1.22 (0.77) 73.5 0.010 0.95
Anxiety 0.40 (0.29) 1.25 (0.77) 50 0.003 1.46

S.D., standard deviation.

3.2.3 Binary Logistic Regression for Postpartum Depression in Mothers who Continue Breastfeeding 4 Months Postpartum

Table 4 presents the results of the binary logistic regression carried out for the prediction of postpartum depression in women who maintain exclusive breastfeeding 4 months after delivery using as predictors the socio-demographic, obstetric and psychosocial variables statistically significant in the previous bivariate analyses.

Table 4.The first step and final model in the binary logistic regression predicting postpartum depression among women who breastfeed four months postpartum.
B p Exp (B) 95% CI Exp (B)
First model-all variables
Neuroticism (First trimester) 0.110 0.189 2.301 0.327–16.202
Extraversion (First trimester) –0.046 0.449 0.955 0.847–1.076
Anxiety (First trimester) 1.935 0.057 8.942 2.27–34.521
Depression (First trimester) –1.100 0.394 0.333 0.027–4.174
External locus of control (First trimester) 0.063 0.605 1.065 0.838–1.355
Pregnancy worries (First trimester) 0.592 0.255 1.808 0.652–5.014
Anxiety (Third trimester) 1.212 0.168 3.361 0.601–18.803
Depression (Third trimester) –0.964 0.381 0.381 0.044–3.297
Final model-selected variables
Anxiety (First trimester) 2.270 0.001 9.679 2.57–36.424

As given in Table 4, the binary logistic regression suggested a final model with one predictor, namely, anxiety at first trimester (B = 2.270, p = 0.001). The explained variance of this final model ranged from 23% (Cox and Snell R2) and 36.1% (Nagelkerke R2). The initial model with all the predictors only explained an additional 1.8% of variance compared to this final one-factor model. The percentage of correct cases explained in the last model (with anxiety in the first trimester as a predictorrs) was 82.4%, while in the initial model with all variables, it was 80.7%. The results, therefore, indicate a good level of prediction using only first trimester anxiety as a predictor.

4. Discussion

Consistent with Aim 1, the results of this study show that postpartum depression is not significantly associated with continuated breastfeeding four months after childbirth. Previous literature suggests that the association between postpartum depression and breastfeeding depends on time variables. Specificacally, a significant association is observed when the evaluation is performed before three months postpartum [11, 12, 38] or after six months post-partum [4, 14]. Howevwer, and in accordance with our own results, when the measures are taken between 3–6 months, studies don’t show statistically significant associations between these variables [15, 17]. Longitudinal studies including different measures of breastfeeding maintenance (after childbirth, 3 months, 6 months, 12 months and 24 months postpartum) shows that long-term exclusive breastfeeding (six months or more) is associated with decreased rates of postpartum depression. This time dependence shows that the relationship between breastfeeding and depression is complex and bidirectional; early breastfeeding predicts fewer cases of depressive symptoms and early depressive symptoms predict less breastfeeding [4].

Unlike previous studies that independently analyze psychosocial risk factors for postpartum depression or cessation of breastfeeding, the present study provides a differential profile between lactating women with and without postpartum depression four months after delivery (Aim 2). Our results show that presenting anxious symptoms in the first trimester of pregnancy is the best predictor of the presence of postpartum depression in this population. This finding is especially interesting since the effect of prenatal anxiety has been less thoroughly investigated than the impact of prenatal depression [39]. Anxiety, in addition to being considered an unpleasant emotional state, is a response that encompasses cognitive aspects (apprehension and tension), mototes (poorly adaptive behaviors) and physiological aspects (high level of the autonomic nervous system) [40]. This emotional response can be elicited by internal stimuli such as expectations, self-efficacy, attributions or beliefs, among others, which could imply the appearance of postpartum depression and that the difficulties of breastfeeding may have nullified the positive effects of initiating breastfeeding. In this sense, recent studies have already reported on the negative effects of anxiety on mother-child interactions, feeding practices or child temperament [41, 42, 43].

The most frequent causes of the appearance of postpartum depression mentioned by previous literature have been: previous symptoms [44, 45], life events [44], insufficient social support [44, 46], unhappy relationships [47] or unwanted pregnancies [48]. Of these, perinatal depression has been pointed out as the most influential factor in the development of postpartum depression [44, 49], as well as early abandonment of exclusive breastfeeding [3, 50]. In relation to the latter, Hahn-Holbrook et al. [4] suggest that having developed depressive symptoms during pregnancy may complicate initiation of exclusive breastfeeding and decrease the likelihood of longer breastfeeding. However, the differences in which are the main predictors of postpartum depression may be due to the characteristics of the selected sample. None of the previous research distinguishes between pregnant women who breastfeed and who do not breastfeed. For all of the above, it would be advisable to apply preventive interventions in women who present anxious and/or depressive symptoms during pregnancy, paying special attention to anxious symptoms in the first trimester of pregnancy.

Bivariate analyses, in turn, reveal the influence of other risk variables for postpartum depression in lactating women, such as prenatal depressive symptoms, pregnancy concerns, external locus of control, high neuroticism, and low extraversion. Although some of these variables, specifically history of prior depression, worry, and neuroticism, have been shown to influence postpartum depression [46, 51], their role in postpartum depression in women who continue to breastfeed has been unknown to our knowledge. These results are especially relevant since they allow early and differential detection in the first trimester of pregnancy of women who could develop postpartum depression despite continuing to breastfeed. In this sense, and in accordance with previous research, the lack of continuation of breastfeeding after four months should not be considered as an indicator of the presence of postpartum depression [14].

The current study has a number of limitations that should be borne in mind. The sample was made up by pregnant women who belong to the Community of Madrid, which makes the generalizability of results more difficult. Although public health is the main health service in the Spanish population, this sample only includes women treated in a public health center, which may also limit generalization. The participation in the study was voluntary, which can mean there is a sampling bias. However, the sociodemographic, obstetric and clinical data of the participants are very similar to those observed in other studies [52, 53].

5. Conclusions

The results here presented shine a light on the complex associations between postpartum depression and exclusive breastfeeding. It would be of great interest to carry out longitudinal studies that would allow us to determine the direction of this association or the possible two-way interactions that may be occurring. The current study allow us to conclude that continuing with exclusive breastfeeding four months after giving birth does not imply that there is no postpartum depression (Aim 1). For this reason, it is important to attend to both factors. Furtheremore,it is especially relevant to pay attention to anxiety levels in the first trimester of pregnancy to prevent postpartum depression in mothers who continue to breastfeed (Aim 2).

Availability of Data and Materials

The data presented in this study are available on request from the corresponding author. The data are not publicly available due to privacy restrictions.

Author Contributions

PC and CP have contributed to the research concept and design; CP, CE, and LG contributed to the design of this study; CP, CE, and LG collected data; PC and CP contributed to data analysis; PC helped interpret data; PC has drafted the manuscript and prepared the final version of the manuscript. All authors read and critically reviewed the manuscript to identify important intellectual content, and then approved the final version of the manuscript for publication.

Ethics Approval and Consent to Participate

The study was conducted according to the guidelines of the Declaration of Helsinki, and approved by the Ethics Committee of Hospital Universitario de Fuenlabrada (date of approval 02/01/2012).

Acknowledgment

The authors gratefully acknowledge all the participants for their collaboration and enthusiasm. We thank Dr. Dolores Marín Morales, from Fuenlabrada Hospital and Rey Juan Carlos University, for her invaluable collaboration in the initiation of this research.

Funding

This work was supported by the Health Research Fund (Fondo de Investigaciones Sanitarias, FIS), Instituto de Salud Carlos III (Spain) (grant number PI07/0571).

Conflict of Interest

The authors declare no conflict of interest.

References
[1]
Lubold AM. Historical-qualitative analysis of breastfeeding trends in three OECD countries. International Breastfeeding Journal. 2019; 14: 36.
[2]
Dunn S, Davies B, McCleary L, Edwards N, Gaboury I. The relationship between vulnerability factors and breastfeeding outcome. Journal of Obstetric, Gynecologic, and Neonatal Nursing. 2006; 35: 87–97.
[3]
Figueiredo B, Canário C, Field T. Breastfeeding is negatively affected by prenatal depression and reduces postpartum depression. Psychological Medicine. 2014; 44: 927–936.
[4]
Hahn-Holbrook J, Haselton MG, Dunkel Schetter C, Glynn LM. Does breastfeeding offer protection against maternal depressive symptomatology?: A prospective study from pregnancy to 2 years after birth. Archives of Women’s Mental Health. 2013; 16: 411–422.
[5]
Seimyr L, Edhborg M, Lundh W, Sjögren B. In the shadow of maternal depressed mood: experiences of parenthood during the first year after childbirth. Journal of Psychosomatic Obstetrics and Gynaecology. 2004; 25: 23–34.
[6]
Santos Junior HPO, Rosa Gualda DM, de Fátima Araújo Silveira M, Hall WA. Postpartum depression: the (in) experience of Brazilian primary healthcare professionals. Journal of Advanced Nursing. 2013; 69: 1248–1258.
[7]
Brummelte S, Galea LAM. Postpartum depression: Etiology, treatment and consequences for maternal care. Hormones and Behavior. 2016; 77: 153–166.
[8]
Hasselmann MH, Werneck GL, Silva CVCD. Symptoms of postpartum depression and early interruption of exclusive breastfeeding in the first two months of life. Cadernos De Saude Publica. 2008; 24: S341–S352.
[9]
Chiu HC, Wang HY, Hsiao JC, Tzeng IS, Yiang GT, Wu MY, et al. Early breastfeeding is associated with low risk of postpartum depression in Taiwanese women. Journal of Obstetrics and Gynaecology. 2020; 40: 160–166.
[10]
Nam JY, Choi Y, Kim J, Cho KH, Park EC. The synergistic effect of breastfeeding discontinuation and cesarean section delivery on postpartum depression: A nationwide population-based cohort study in Korea. Journal of Affective Disorders. 2017; 218: 53–58.
[11]
Shah S, Lonergan B. Frequency of postpartum depression and its association with breastfeeding: A cross-sectional survey at immunization clinics in Islamabad, Pakistan. The Journal of the Pakistan Medical Association. 2017; 67: 1151–1156.
[12]
Silva CS, Lima MC, Sequeira-de-Andrade LAS, Oliveira JS, Monteiro JS, Lima NMS, et al. Association between postpartum depression and the practice of exclusive breastfeeding in the first three months of life. Jornal De Pediatria. 2017; 93: 356–364.
[13]
Sipsma HL, Kornfeind K, Kair LR. Pacifiers and Exclusive Breastfeeding: Does Risk for Postpartum Depression Modify the Association? Journal of Human Lactation. 2017; 33: 692–700.
[14]
Webber E, Benedict J. Postpartum depression: A multi-disciplinary approach to screening, management and breastfeeding support. Archives of Psychiatric Nursing. 2019; 33: 284–289.
[15]
Ahn S, Corwin EJ. The association between breastfeeding, the stress response, inflammation, and postpartum depression during the postpartum period: Prospective cohort study. International Journal of Nursing Studies. 2015; 52: 1582–1590.
[16]
Limas EA. Social context of breastfeeding: The intersection between attitudes and postpartum depression [master’s thesis]. Indiana University. 2018.
[17]
McKee MD, Zayas LH, Jankowski KRB. Breastfeeding intention and practice in an urban minority population: relationship to maternal depressive symptoms and mother–infant closeness. Journal of reproductive and Infant Psychology. 2004; 22: 167–181.
[18]
Osborne LM, Voegtline K, Standeven LR, Sundel B, Pangtey M, Hantsoo L, et al. High worry in pregnancy predicts postpartum depression. Journal of Affective Disorders. 2021; 294: 701–706.
[19]
Coo S, García MI, Mira A, Valdés V. The Role of Perinatal Anxiety and Depression in Breastfeeding Practices. Breastfeeding Medicine. 2020; 15: 495–500.
[20]
Puyané M, Subirà S, Torres A, Roca A, Garcia-Esteve L, Gelabert E. Personality traits as a risk factor for postpartum depression: A systematic review and meta-analysis. Journal of Affective Disorders. 2022; 298: 577–589.
[21]
Verbeek T, Quittner L, de Cock P, de Groot N, Bockting CLH, Burger H. Personality Traits Predict Meeting the WHO Recommendation of 6 Months’ Breastfeeding: A Prospective General Population Cohort Study. Advances in Neonatal Care. 2019; 19: 118–126.
[22]
Sinesi A, Maxwell M, O’Carroll R, Cheyne H. Anxiety scales used in pregnancy: systematic review. BJPsych Open. 2019; 5: e5.
[23]
Brown A, Rance J, Warren L. Body image concerns during pregnancy are associated with a shorter breast feeding duration. Midwifery. 2015; 31: 80–89.
[24]
Martín-Santos R, Gelabert E, Subirà S, Gutierrez-Zotes A, Langorh K, Jover M, et al. Research letter: is neuroticism a risk factor for postpartum depression? Psychological Medicine. 2012; 42: 1559–1565.
[25]
Ludwig A, Doyle IM, Löffler A, Breckenkamp J, Spallek J, Razum O, et al. The impact of psychosocial factors on breastfeeding duration in the BaBi-Study. Analysis of a birth cohort study in Germany. Midwifery. 2020; 86: 102688.
[26]
Moshki M, Baloochi Beydokhti T, Cheravi K. The effect of educational intervention on prevention of postpartum depression: an application of health locus of control. Journal of Clinical Nursing. 2014; 23: 2256–2263.
[27]
Seisdedos N. Inventario NEO reducido de cinco factores (NEO-FFI). Manual profesional [NEO-FFI Inventory. Proffesional manual]. TEA Ediciones: Madrid. 1999.
[28]
Costa PT, McCrae RR. Revised NEO Personality Inventory (NEO-PI-R) and the NEO Five-Factor Inventory (NEO-FFI) Professional Manual. Psychological Assessment Resources: Odessa, FL. 1992.
[29]
Carmona Monge FJ, Peñacoba-Puente C, Marín Morales D, Carretero Abellán I. Factor structure, validity and reliability of the Spanish version of the Cambridge Worry Scale. Midwifery. 2012; 28: 112–119.
[30]
Green JM, Kafetsios K, Statham HE, Snowdon CM. Factor structure, validity and reliability of the Cambridge Worry Scale in a pregnant population. Journal of Health Psychology. 2003; 8: 753–764.
[31]
Pérez AM. Dimensionalidad del constructo “locus of control” [Dimensionality of “locus of control” construct]. Revista de Psicologia General y Aplicada. 1984, 39: 471–488. (In Spanish)
[32]
Rotter JB. Generalized expectancies for internal versus external control of reinforcement. Psychological Monographs. 1966; 80: 1–28.
[33]
González JL, De las Cuevas C, Rodríguez M, Rodríguez F. Manual del SCL-90-R. Cuestionario de 90 síntomas [Checklist-90-R (SCL-90-R): Procedures manual]. TEA Edicio: Madrid. 1988.
[34]
Derogatis L.R. SCL-90-R.Administration, scoring and procedures manual for the revised version of the SCL-90. John Hopki: Baltimore. 1977.
[35]
Garcia-Esteve L, Ascaso C, Ojuel J, Navarro P. Validation of the Edinburgh Postnatal Depression Scale (EPDS) in Spanish mothers. Journal of Affective Disorders. 2003; 75: 71–76.
[36]
Cox JL, Holden JM, Sagovsky R. Detection of postnatal depression. Development of the 10-item Edinburgh Postnatal Depression Scale. The British Journal of Psychiatry. 1987; 150: 782–786.
[37]
Ascaso Terrén C, Garcia Esteve L, Navarro P, Aguado J, Ojuel J, Tarragona MJ. Prevalence of postpartum depression in Spanish mothers: comparison of estimation by mean of the structured clinical interview for DSM-IV with the Edinburgh Postnatal Depression Scale. Medicina Clinica. 2003; 120: 326–329.
[38]
Annagür A, Annagür BB, Şahin A, Örs R, Kara F. Is maternal depressive symptomatology effective on success of exclusive breastfeeding during postpartum 6 weeks? Breastfeeding Medicine. 2013; 8: 53–57.
[39]
Glasheen C, Richardson GA, Fabio A. A systematic review of the effects of postnatal maternal anxiety on children. Archives of Women’s Mental Health. 2010; 13: 61–74.
[40]
Lazarus RS. Toward better research on stress and coping. The American Psychologist. 2000; 55: 665–673.
[41]
Field T. Postnatal anxiety prevalence, predictors and effects on development: A narrative review. Infant Behavior & Development. 2018; 51: 24–32.
[42]
Polte C, Junge C, von Soest T, Seidler A, Eberhard-Gran M, Garthus-Niegel S. Impact of Maternal Perinatal Anxiety on Social-Emotional Development of 2-Year-Olds, A Prospective Study of Norwegian Mothers and Their Offspring: The Impact of Perinatal Anxiety on Child Development. Maternal and Child Health Journal. 2019; 23: 386–396.
[43]
Mughal MK, Giallo R, Arnold PD, Kehler H, Bright K, Benzies K, et al. Trajectories of maternal distress and risk of child developmental delays: Findings from the All Our Families (AOF) pregnancy cohort. Journal of Affective Disorders. 2019; 248: 1–12.
[44]
Leung BMY, Letourneau NL, Giesbrecht GF, Ntanda H, Hart M, APrON Team. Predictors of Postpartum Depression in Partnered Mothers and Fathers from a Longitudinal Cohort. Community Mental Health Journal. 2017; 53: 420–431.
[45]
Underwood L, Waldie K, D’Souza S, Peterson ER, Morton S. A review of longitudinal studies on antenatal and postnatal depression. Archives of Women’s Mental Health. 2016; 19: 711–720.
[46]
Naveed A, Naz F. Factors for Postpartum Depression, Interpersonal Relationship Anxiety, Neuroticism and Social Support in Women with Postpartum Depression. Pakistan Journal of Social Sciences. 2015; 35: 911–924.
[47]
Norhayati MN, Hazlina NHN, Asrenee AR, Emilin WMAW. Magnitude and risk factors for postpartum symptoms: a literature review. Journal of Affective Disorders. 2015; 175: 34–52.
[48]
Abajobir AA, Maravilla JC, Alati R, Najman JM. A systematic review and meta-analysis of the association between unintended pregnancy and perinatal depression. Journal of Affective Disorders. 2016; 192: 56–63.
[49]
Witt WP, Wisk LE, Cheng ER, Hampton JM, Creswell PD, Hagen EW, et al. Poor prepregnancy and antepartum mental health predicts postpartum mental health problems among US women: a nationally representative population-based study. Women’s Health Issues. 2011; 21: 304–313.
[50]
Kehler HL, Chaput KH, Tough SC. Risk factors for cessation of breastfeeding prior to six months postpartum among a community sample of women in Calgary, Alberta. Canadian Journal of Public Health. 2009; 100: 376–380.
[51]
Peñacoba-Puente C, Marín-Morales D, Carmona-Monge FJ, Velasco Furlong L. Post-Partum Depression, Personality, and Cognitive-Emotional Factors: A Longitudinal Study on Spanish Pregnant Women. Health Care for Women International. 2016; 37: 97–117.
[52]
Di Mattei VE, Carnelli L, Bernardi M, Jongerius C, Brombin C, Cugnata F, et al. Identification of Socio-demographic and Psychological Factors Affecting Women’s Propensity to Breastfeed: An Italian Cohort. Frontiers in Psychology. 2016; 7: 1872.
[53]
Wallwiener S, Müller M, Doster A, Plewniok K, Wallwiener CW, Fluhr H, et al. Predictors of impaired breastfeeding initiation and maintenance in a diverse sample: what is important? Archives of Gynecology and Obstetrics. 2016; 294: 455–466.

Publisher’s Note: IMR Press stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Share
Back to top