Mother–infant bonding impairment across the first 6 months postpartum: the primacy of psychopathology in women with childhood abuse and neglect histories
Open accessAbstract
Our goal was to examine the trajectory of bonding impairment across the first 6 months postpartum in the context of maternal risk, including maternal history of childhood abuse and neglect and postpartum psychopathology, and to test the association between self-reported bonding impairment and observed positive parenting behaviors. In a sample of women with childhood abuse and neglect histories (CA+, n = 97) and a healthy control comparison group (CA-, n = 53), participants completed questionnaires related to bonding with their infants at 6 weeks, 4 months, and 6 months postpartum and psychopathology at 6 months postpartum. In addition, during a 6-month postpartum home visit, mothers and infants participated in a dyadic play interaction subsequently coded for positive parenting behaviors by blinded coders. We found that all women, independent of risk status, increased in bonding with their infant over the first 6 months postpartum; however, women with postpartum psychopathology (depression and posttraumatic stress disorder [PTSD]) showed consistently greater bonding impairment scores at all timepoints. Moreover, we found that, at the 6-month assessment, bonding impairment and observed parenting behaviors were significantly associated. These results highlight the adverse effects of maternal postpartum depression and PTSD on mother-infant bonding in early postpartum in women with child abuse and neglect histories. These findings also shed light on the critical need for early detection and effective treatment of postpartum mental illness in order to prevent problematic parenting and the development of disturbed mother-infant relationships. Results support the use of the Postpartum Bonding Questionnaire as a tool to assess parenting quality by its demonstrated association with observed parenting behaviors.
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Depressed women showed consistently greater impairment in bonding scores at all time points than nondepressed mothers.
“depressed women showed consistently greater impairment in bonding scores at all time points than nondepressed mothers.”
From Consequences of maternal postpartum depression: A systematic review of maternal and infant outcomes (2019) · cites this paper as [43]
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Cites
Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm
Dempster, A. P., Laird, N. M., & Rubin, D. B. (1977) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1977.tb01600.x · Cited by 50,444 · see citing works
Development and validation of a brief screening version of the Childhood Trauma Questionnaire
Bernstein, D. P., Stein, J. A., Newcomb, M. D., Walker, E., Pogge, D., Ahluvalia, T., Stokes, J., Handelsman, L., Medrano, M., Desmond, D., et al. (2003) · Child Abuse & Neglect · doi:10.1016/s0145-2134(02)00541-0 · Cited by 6,419 · see citing works
Resnick, H. S., Kilpatrick, D. G., Dansky, B. S., Saunders, B. E., & al, E. (1993) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.61.6.984 · Cited by 1,868 · see citing works
Resnick, H. S., Kilpatrick, D. G., Dansky, B. S., Saunders, B. E., & Best, C. L. (1993) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.61.6.984 · Cited by 1,868 · see citing works
Edwards, V. J., Holden, G. W., Felitti, V. J., & Anda, R. F. (2003) · American Journal of Psychiatry · doi:10.1176/appi.ajp.160.8.1453 · Cited by 1,832 · see citing works
Posttraumatic stress disorder in abused and neglected children grown up
Widom, C. S. (1999) · American Journal of Psychiatry · doi:10.1176/ajp.156.8.1223 · Cited by 945 · see citing works
Sameroff, A. J., Seifer, R., Baldwin, A. L., & Baldwin, C. P. (1993) · Child Development · doi:10.1111/j.1467-8624.1993.tb02896.x · Cited by 856 · see citing works
Sameroff, A. J., Seifer, R., Baldwin, A., & Baldwin, C. (1993) · Child Development · doi:10.2307/1131438 · Cited by 856 · see citing works
Age of onset of child maltreatment predicts long-term mental health outcomes
Kaplow, J. B., & Widom, C. S. (2007) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.116.1.176 · Cited by 639 · see citing works
A Screening Questionnaire for mother-infant bonding disorders
Brockington, I. F., Oates, J., George, S., Turner, D., Vostanis, P., Sullivan, M., Loh, C., & Murdoch, C. (2001) · Archives of Women's Mental Health · doi:10.1007/s007370170010 · Cited by 600 · cited 4× · see citing works
“The Postpartum Bonding Questionnaire (PBQ; Brockington et al. 2001) is a self-report questionnaire designed to assess a mother’s emotional connection to her infant as well as her feelings about herself as a parent in the early weeks and months postpartum.”
BackgroundMethodInfluentialThe Postpartum Bonding Questionnaire: a validation
Brockington, I. F., Fraser, C., & Wilson, D. (2006) · Archives of Women's Mental Health · doi:10.1007/s00737-006-0132-1 · Cited by 568 · see citing works
FORMAN, D. R., O'HARA, M. W., STUART, S., GORMAN, L. L., LARSEN, K. E., & COY, K. C. (2007) · Development and Psychopathology · doi:10.1017/s0954579407070289 · Cited by 485 · see citing works
Application of attachment theory to the study of sexual abuse.
Alexander, P. C. (1992) · Journal of Consulting and Clinical Psychology · doi:10.1037//0022-006x.60.2.185 · Cited by 477 · see citing works
Moehler, E., Brunner, R., Wiebel, A., Reck, C., & Resch, F. (2006) · Archives of Women's Mental Health · doi:10.1007/s00737-006-0149-5 · Cited by 445 · see citing works
Childhood abuse and neglect and adult intimate relationships: a prospective study
Colman, R. A., & Widom, C. S. (2004) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2004.02.005 · Cited by 443 · see citing works
Postpartum Depression Screening Scale: Development and Psychometric Testing
Beck, C. T., & Gable, R. K. (2000) · Nursing Research · doi:10.1097/00006199-200009000-00006 · Cited by 406 · see citing works
Application of attachment theory to the study of sexual abuse.
Alexander, P. C. (1992) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.60.2.185 · Cited by 345 · see citing works
Roberts, R., O’Connor, T., Dunn, J., & Golding, J. (2004) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2003.07.006 · Cited by 328 · see citing works
Banyard, V. L., Williams, L. M., & Siegel, J. A. (2003) · Child Maltreatment · doi:10.1177/1077559503257106 · Cited by 304 · see citing works
Seng, J. S., Low, L. K., Sperlich, M., Ronis, D. L., & Liberzon, I. (2009) · Obstetrics & Gynecology · doi:10.1097/aog.0b013e3181b8f8a2 · Cited by 229 · see citing works
Self-citationThe impact of individual forms of childhood maltreatment on health behavior
Rodgers, C. S., Lang, A. J., Laffaye, C., Satz, L. E., Dresselhaus, T. R., & Stein, M. B. (2004) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2004.01.002 · Cited by 207 · see citing works
Seng, J. S., Sperlich, M. I., Low, L. K., Ronis, D. L., Muzik, M., & Liberzon, I. (2013) · Journal of Midwifery & Women s Health · doi:10.1111/j.1542-2011.2012.00237.x · Cited by 205 · see citing works
Self-citationParfitt, Y., & Ayers, S. (2008) · Journal of Reproductive and Infant Psychology · doi:10.1080/02646830802350831 · Cited by 196 · see citing works
Banyard, V. L. (1997) · Child Abuse & Neglect · doi:10.1016/s0145-2134(97)00068-9 · Cited by 192 · see citing works
Pederson, C. L., Maurer, S. H., Kaminski, P. L., Zander, K. A., Peters, C. M., Stokes‐Crowe, L. A., & Osborn, R. E. (2004) · Journal of Traumatic Stress · doi:10.1023/b:jots.0000014674.84517.46 · Cited by 187 · see citing works
Linking childhood sexual abuse and abusive parenting: the mediating role of maternal anger
DiLillo, D., Tremblay, G. C., & Peterson, L. (2000) · Child Abuse & Neglect · doi:10.1016/s0145-2134(00)00138-1 · Cited by 155 · see citing works
Maternal childhood abuse and offspring adjustment over time
Collishaw, S., Dunn, J., O’Connor, T. G., Golding, J., & THE AVON LONGITUDINAL STUDY OF PARENTS AND CHILDREN STUDY TEAM (2007) · Development and Psychopathology · doi:10.1017/s0954579407070186 · Cited by 139 · see citing works
Parenting behaviors of women who were sexually abused as children in their families of origin
BURKETT, L. P. (1991) · Family Process · doi:10.1111/j.1545-5300.1991.00421.x · Cited by 129 · see citing works
Predicting the child-rearing practices of mothers sexually abused in childhood
Ruscio, A. M. (2001) · Child Abuse & Neglect · doi:10.1016/s0145-2134(00)00252-0 · Cited by 117 · see citing works
Hornstein, C., Trautmann‐Villalba, P., Hohm, E., Rave, E. J., Wortmann-Fleischer, S., & Schwarz, M. (2006) · Archives of Women s Mental Health · doi:10.1007/s00737-006-0148-6 · Cited by 116 · see citing works
Childhood sexual abuse history and role reversal in parenting
Alexander, P. C., Teti, L., & Anderson, C. L. (2000) · Child Abuse & Neglect · doi:10.1016/s0145-2134(00)00142-3 · Cited by 116 · see citing works
Ayers, S., Wright, D. B., & Wells, N. C. (2007) · Journal of Reproductive and Infant Psychology · doi:10.1080/02646830601117175 · Cited by 114 · see citing works
Koenen, K. C., & Widom, C. S. (2009) · Journal of Traumatic Stress · doi:10.1002/jts.20478 · Cited by 93 · see citing works
Emotion Regulation in Context: Situational Effects on Infant and Caregiver Behavior
Miller, A. L., McDonough, S. C., Rosenblum, K. L., & Sameroff, A. J. (2002) · Infancy · doi:10.1207/s15327078in0304_01 · Cited by 91 · see citing works
Self-citationNoorlander, Y., Bergink, V., & den Berg, M. P. L. (2008) · Archives of Women s Mental Health · doi:10.1007/s00737-008-0217-0 · Cited by 90 · see citing works
The Role of Infant Sleep in Intergenerational Transmission of Trauma
Hairston, I. S., Waxler, E., Seng, J. S., Fezzey, A., Rosenblum, K. L., & Muzik, M. (2011) · SLEEP · doi:10.5665/sleep.1282 · Cited by 89 · see citing works
Self-citationKim, K., Trickett, P. K., & Putnam, F. W. (2010) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2010.01.007 · Cited by 85 · see citing works
Klier, C. M. (2006) · Archives of Women s Mental Health · doi:10.1007/s00737-006-0150-z · Cited by 83 · see citing works
Lutenbacher, M., & Hall, L. A. (1998) · Nursing Research · doi:10.1097/00006199-199801000-00006 · Cited by 65 · see citing works
Parenting behaviors and perceived parenting competence of child sexual abuse survivors
Zuravin, S. J., & Fontanella, C. (1999) · Child Abuse & Neglect · doi:10.1016/s0145-2134(99)00045-9 · Cited by 63 · see citing works
Miranda, J. K., de la Osa, N., Granero, R., & Ezpeleta, L. (2011) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2011.05.008 · Cited by 61 · see citing works
Thombs, B. D., Bennett, W. L., Ziegelstein, R. C., Bernstein, D. P., Scher, C. D., & Forde, D. R. (2007) · Journal of General Internal Medicine · doi:10.1007/s11606-006-0026-y · Cited by 35 · see citing works
The expected child versus the actual child: implications for the mother–baby bond
Pearce, H., & Ayers, S. (2005) · Journal of Reproductive and Infant Psychology · doi:10.1080/0264683042000325528 · Cited by 26 · see citing works
Psychotherapeutic Treatment Options for Perinatal Depression
Muzik, M., Marcus, S. M., & Flynn, H. A. (2009) · The Journal of Clinical Psychiatry · doi:10.4088/jcp.09com05451 · Cited by 15 · see citing works
Self-citationThe relationship between adult attachment and trauma
Earls, L. (2010) · Cited by 3 · see citing works
Representational models of relationships: Links between caregiving and attachment
George, C., & Solomon, J. (1996) · Infant Mental Health Journal · doi:10.1002/(sici)1097-0355(199623)17:3
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Consequences of maternal postpartum depression: A systematic review of maternal and infant outcomes
Slomian, J., Honvo, G., Emonts, P., Reginster, J.-Y., & Bruyère, O. (2019) · Women's Health · doi:10.1177/1745506519844044 · Cited by 1,496 · see citing works
Yildiz, P. D., Ayers, S., & Phillips, L. (2017) · Journal of Affective Disorders · doi:10.1016/j.jad.2016.10.009 · Cited by 768 · see citing works
“Furthermore, the mean prevalence of perinatal PTSD in high-risk samples might be influenced by the particularly high prevalence rates reported in a few studies (Ammerman et al., 2012; Horsch et al., 2015; Muzik et al., 2013).”
Anxiety disorders in postpartum women: A systematic review and meta-analysis
Goodman, J. H., Watson, G. R., & Stubbs, B. (2016) · Journal of Affective Disorders · doi:10.1016/j.jad.2016.05.033 · Cited by 279 · see citing works
Maternal history of childhood maltreatment and later parenting behavior: A meta-analysis
Savage, L.-É., Tarabulsy, G. M., Pearson, J., Collin-Vézina, D., & Gagné, L.-M. (2019) · Development and Psychopathology · doi:10.1017/s0954579418001542 · Cited by 209 · see citing works
Erickson, N. L., Julian, M. M., & Muzik, M. (2019) · International Review of Psychiatry · doi:10.1080/09540261.2018.1563529 · Cited by 182 · see citing works
Self-citationIntegrating Trauma‐Informed Care Into Maternity Care Practice: Conceptual and Practical Issues
Sperlich, M. I., Seng, J. S., Li, Y., Taylor, J. S., & Bradbury‐Jones, C. (2017) · Journal of Midwifery & Women s Health · doi:10.1111/jmwh.12674 · Cited by 181 · see citing works
Self-citationRelational Patterns Between Caregivers With PTSD and Their Nonexposed Children: A Review
van Ee, E., Kleber, R. J., & Jongmans, M. J. (2016) · Trauma, Violence, & Abuse · doi:10.1177/1524838015584355 · Cited by 172 · see citing works
“…Enlow et al., 2014; Feeley et al., 2011; Forcada-Guex et al., 2011; Ionio & Di Blasio, 2013; Koren-Karie et al., 2008; Lyons-Ruth & Block, 1996; Muzik et al., 2013; Parfitt et al., 2013; Stacks et al., 2014; Van Ee et al., 2012, 2013) and four studies combined these observations with a…”
InfluentialChildhood Maltreatment and Perinatal Mood and Anxiety Disorders: A Systematic Review
Choi, K. W., & Sikkema, K. J. (2016) · Trauma, Violence, & Abuse · doi:10.1177/1524838015584369 · Cited by 152 · see citing works
“…1998; Dennis & Vigod, 2013; Edwards et al., 2008a; Garabedian et al., 2011; Gilson & Lancaster, 2008; Hayes et al., 2010; Lesser & Koniak-Griffin, 2000; Malta et al., 2012; Meltzer-Brody, Bledsoe-Mansori, et al., 2013; Minnes et al., 2008; Muzik et al., 2013; Plaza et al., 2012; Seng et al., 2013).”
BackgroundResultInfluentialThe impact of parents’ mental health on parent–baby interaction: A prospective study
Parfitt, Y., Pike, A., & Ayers, S. (2013) · Infant Behavior and Development · doi:10.1016/j.infbeh.2013.06.003 · Cited by 145 · see citing works
van Heyningen, T., Honikman, S., Myer, L., Onah, M. N., Field, S., & Tomlinson, M. (2017) · Archives of Women s Mental Health · doi:10.1007/s00737-017-0768-z · Cited by 134 · see citing works
“PTSD in the perinatal period is strongly associated with obstetric risk, poor birth outcomes (preterm delivery, preeclampsia; poor neonatal health, compromised infant development) and poor maternal-infant attachment (Muzik et al. 2012; Goodman et al. 2014).”
BackgroundChamberlain, C., Gee, G., Harfield, S., Campbell, S., Brennan, S., Clark, Y., Mensah, F., Arabena, K., Herrman, H., Brown, S., et al. (2019) · PLOS ONE · doi:10.1371/journal.pone.0213460 · Cited by 121 · see citing works
Muzik, M., Morelen, D. M., Hruschak, J. L., Rosenblum, K. L., Bocknek, E. L., & Beeghly, M. (2016) · Journal of Affective Disorders · doi:10.1016/j.jad.2016.08.035 · Cited by 119 · see citing works
“The women in these groups had no current psychopathology and did not differ significantly on measures of impaired bonding or parenting behaviors, as was the case in prior work in this project (Muzik et al., 2012).”
BackgroundResultInfluentialSelf-citationMuzik, M., McGinnis, E. W., Bocknek, E., Morelen, D., Rosenblum, K. L., Liberzon, I., Seng, J., & Abelson, J. L. (2016) · Depression and Anxiety · doi:10.1002/da.22465 · Cited by 108 · see citing works
“This finding is consistent with prior research showing link between postpartum mental illness and poor bonding.[63] While bonding impairment is a mother’s self-perception and open to distortions, prior research has show associations to observed parenting.”
ResultSelf-citationGarcia-Esteve, L., Torres, A., Lasheras, G., Palacios-Hernández, B., Farré-Sender, B., Subirà, S., Valdés, M., & Brockington, I. F. (2016) · Archives of Women s Mental Health · doi:10.1007/s00737-015-0589-x · Cited by 99 · see citing works
“Since its publication, the instrument has been used in other locations (Edhborg et al. 2005; Muzik et al. 2013) and so far has been translated and validated in Germany (Reck et al. 2006), China (Siu et al. 2010), Belgium (van Bussel et al. 2010) and used to validate other instruments related to the…”
MethodChoi, K. W., Sikkema, K. J., Vythilingum, B., Geerts, L., Faure, S., Watt, M. H., Roos, A., & Stein, D. J. (2017) · Journal of Affective Disorders · doi:10.1016/j.jad.2017.01.004 · Cited by 100 · see citing works
Rosenblum, K. L., Muzik, M., Morelen, D. M., Alfafara, E. A., Miller, N., Waddell, R. M., Schuster, M., & Ribaudo, J. (2017) · Archives of Women s Mental Health · doi:10.1007/s00737-017-0734-9 · Cited by 101 · see citing works
Self-citationNamujju, J., Muhindo, R., Mselle, L. T., Waiswa, P., Nankumbi, J., & Muwanguzi, P. (2018) · Reproductive Health · doi:10.1186/s12978-018-0628-y · Cited by 87 · see citing works
Implications of Preterm Birth for Maternal Mental Health and Infant Development
Anderson, C. A., & Caçola, P. M. (2016) · MCN The American Journal of Maternal/Child Nursing · doi:10.1097/nmc.0000000000000311 · Cited by 92 · see citing works
Muzik, M., Ads, M. M., Bonham, C. A., Rosenblum, K. L., Broderick, A. V., & Kirk, R. (2013) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2013.07.014 · Cited by 90 · see citing works
“Information on the full sample and overall MACY study design is provided elsewhere (Muzik et al., 2013).”
BackgroundSelf-citationThe role of posttraumatic stress and depression symptoms in mother-infant bonding
Radoš, S. N., Matijaš, M., Anđelinović, M., Čartolovni, A., & Ayers, S. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.03.006 · Cited by 90 · see citing works
Like mother, like child? Maternal determinants of children's early social‐emotional development
Behrendt, H. F., Scharke, W., Herpertz‐Dahlmann, B., Konrad, K., & Firk, C. (2019) · Infant Mental Health Journal · doi:10.1002/imhj.21765 · Cited by 96 · see citing works
Oh, W., Muzik, M., McGinnis, E. W., Hamilton, L., Menke, R. A., & Rosenblum, K. L. (2016) · Journal of Affective Disorders · doi:10.1016/j.jad.2016.04.037 · Cited by 89 · see citing works
“Prior literature suggested mediation through mothers’ bonding and parenting impairments (Chemtob et al., 2010; Chemtob, Gudiño, & Laraque, 2013; Muzik et al., 2013) or mothers’ distorted attributions towards their children (Schechter et al., 2015).”
BackgroundSelf-citationDesmarais, S. L., Pritchard, A., Lowder, E. M., & Janssen, P. A. (2014) · BMC Pregnancy and Childbirth · doi:10.1186/1471-2393-14-132 · Cited by 80 · see citing works
“Postpartum depression, for example, has been associated with early breastfeeding discontinuation [15], and untreated mental health problems have been associated with bonding impairment and fewer positive parenting behaviors [16].”
BackgroundLehnig, F., Nagl, M., Stepan, H., Wagner, B., & Kersting, A. (2019) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-019-2426-0 · Cited by 80 · see citing works
Farré-Sender, B., Torres, A., Gelabert, E., Andrés, S., Roca, A., Lasheras, G., Valdés, M., & García-Esteve, L. (2018) · Archives of Women's Mental Health · doi:10.1007/s00737-017-0785-y · Cited by 57 · see citing works
“Parents’ responsiveness plays a crucial role in this interaction and there is a significant association between maternal–infant bonding disturbances and parenting behavior (Muzik et al. 2013).”
BackgroundHairston, I. S., Handelzalts, J. E., Assis, C., & Kovo, M. (2018) · Infant Mental Health Journal · doi:10.1002/imhj.21695 · Cited by 75 · see citing works
“sey & Hupcey, 2013) and continues to develop over the first months of the infant’s life (Koniak-Griffin, Logsdon, Hines-Martin, & Turner, 2006; Muzik et al., 2013).”
BackgroundNuman, M. (2020) · doi:10.1093/oso/9780190848675.001.0001 · Cited by 101 · see citing works
Mother-infant bonding is not associated with feeding type: a community study sample
Hairston, I. S., Handelzalts, J. E., Lehman-Inbar, T., & Kovo, M. (2019) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-019-2264-0 · Cited by 69 · see citing works
Nath, S., Pearson, R. M., Moran, P., Pawlby, S., Molyneaux, E., Challacombe, F. L., & Howard, L. M. (2019) · Journal of Anxiety Disorders · doi:10.1016/j.janxdis.2019.102148 · Cited by 68 · see citing works
“This is because parents’ perceptions (cognitions) have the potential to influence parenting behaviors and interactions with their infants (Muzik et al., 2013).”
BackgroundA prospective study of the parent–baby bond in men and women 15 months after birth
Parfitt, Y., Ayers, S., Pike, A., Jessop, D. C., & Ford, E. M. (2014) · Journal of Reproductive and Infant Psychology · doi:10.1080/02646838.2014.956301 · Cited by 63 · see citing works
“Some evidence suggests bonding difficulties may also arise in parents suffering from childbirth-related PTSD (Muzik et al., 2013; Nicholls & Ayers, 2007; Parfitt & Ayers, 2009).”
Fuchs, A., Möhler, E., Reck, C., Resch, F., & Kaess, M. (2016) · Psychopathology · doi:10.1159/000445439 · Cited by 64 · see citing works
Matsunaga, A., Takauma, F., Tada, K., & Kitamura, T. (2017) · Early Human Development · doi:10.1016/j.earlhumdev.2017.04.008 · Cited by 62 · see citing works
King, L. S., Rangel, E., Simpson, N. S., Tikotzky, L., & Manber, R. (2019) · Sleep Medicine · doi:10.1016/j.sleep.2019.07.017 · Cited by 61 · see citing works
Radoš, S. N., Hairston, I. S., & Handelzalts, J. E. (2023) · Journal of Reproductive and Infant Psychology · doi:10.1080/02646838.2022.2162487 · Cited by 61 · see citing works
Halperin, O., Sarid, O., & Cwikel, J. (2015) · Midwifery · doi:10.1016/j.midw.2015.02.011 · Cited by 60 · see citing works
“Women suffering from PTSD felt isolated from the world of motherhood as they distanced themselves from their infants and other mothers with infants possibly to avoid triggers of their traumatic childbirth (Bailham and Joseph, 2003; Beck, 2004a; Parfitt and Ayers, 2009; Muzik et al., 2013).”
BackgroundPost‐traumatic stress disorder in the perinatal period: A concept analysis
Vignato, J. A., Georges, J. M., Bush, R. A., & Connelly, C. D. (2017) · Journal of Clinical Nursing · doi:10.1111/jocn.13800 · Cited by 59 · see citing works
“Most studies also included self-selected participants and included high-risk pregnancies (Muzik et al., 2013; Vesel & Nickasch, 2015).”
Vaillancourt, K., Pawlby, S. J., & Fearon, P. R. M. (2017) · Infant Mental Health Journal · doi:10.1002/imhj.21634 · Cited by 58 · see citing works
Maternal early-life trauma and affective parenting style: the mediating role of HPA-axis function
Juul, S. H., Hendrix, C., Robinson, B., Stowe, Z. N., Newport, D. J., Brennan, P. A., & Johnson, K. C. (2016) · Archives of Women's Mental Health · doi:10.1007/s00737-015-0528-x · Cited by 58 · see citing works
“2007), impaired bonding (Seng et al. 2013; Muzik et al. 2013), and increased use of physical punishment (Banyard et al.”
InfluentialSeefeld, L., Weise, V., Kopp, M., Knappe, S., & Garthus-Niegel, S. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.776922 · Cited by 50 · see citing works
Handelzalts, J. E., Levy, S., Molmen-Lichter, M., Ayers, S., Krissi, H., Wiznitzer, A., & Peled, Y. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.10.068 · Cited by 55 · see citing works
Tolja, R., Radoš, S. N., & Anđelinović, M. (2020) · Journal of Reproductive and Infant Psychology · doi:10.1080/02646838.2020.1733503 · Cited by 54 · see citing works
Sanjuan, P. M., Fokas, K. F., Tonigan, J. S., Henry, M. C., Christian, K. L., Rodríguez, A., Larsen, J., Yonke, N., & Leeman, L. M. (2021) · Journal of Affective Disorders · doi:10.1016/j.jad.2021.08.079 · Cited by 55 · see citing works
Maternal depressed mood moderates the impact of infant sleep on mother–infant bonding
Hairston, I. S., Solnik-Menilo, T., Deviri, D., & Handelzalts, J. E. (2016) · Archives of Women s Mental Health · doi:10.1007/s00737-016-0652-2 · Cited by 51 · see citing works
Traumatic Childbirth Experiences of New Parents: A Meta-Synthesis
Shorey, S., & Wong, P. (2020) · Trauma, Violence, & Abuse · doi:10.1177/1524838020977161 · Cited by 42 · see citing works
Maternal childhood maltreatment and perinatal outcomes: A systematic review
Souch, A. J., Jones, I. R., Shelton, K. H., & Waters, C. S. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.01.062 · Cited by 50 · see citing works
“ACEs Maternal depression: EPDS 7 Seng, 2013 Reported previously Zhang, 2020 China Cross-Sectional Clinical 1825 PW 31.14 154 (8”
BackgroundMethodInfluentialChild-Rearing History and Emotional Bonding in Parents of Preterm and Full-Term Infants
Hall, R. A. S., Hoffenkamp, H. N., Tooten, A., Braeken, J., Vingerhoets, A. J. J. M., & van Bakel, H. J. A. (2014) · Journal of Child and Family Studies · doi:10.1007/s10826-014-9975-7 · Cited by 48 · see citing works
Status of postpartum depression in Turkey: A meta-analysis
Karaçam, Z., Çoban, A., Akbaş, B., & Karabulut, E. (2018) · Health Care For Women International · doi:10.1080/07399332.2018.1466144 · Cited by 47 · see citing works
“Postpartum depression (PPD) is a serious health issue that is most commonly encountered in this period and is one that affects not only the mother but the infant and family as well (Ammermana et al., 2013; Muzik et al., 2013).”
BackgroundKountanis, J. A., Vahabzadeh, C., Bauer, S., Muzik, M., Cassidy, R., Aman, C., MacEachern, M., & Bauer, M. E. (2020) · Journal of Clinical Anesthesia · doi:10.1016/j.jclinane.2019.109658 · Cited by 45 · see citing works
Self-citationTsuchida, A., Hamazaki, K., Matsumura, K., Miura, K., Kasamatsu, H., Inadera, H., Kawamoto, T., Ohya, Y., Kishi, R., Yaegashi, N., et al. (2018) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2018.11.022 · Cited by 44 · see citing works
Talmon, A., Horovitz, M., Shabat, N., Haramati, O. S., & Ginzburg, K. (2019) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2018.12.021 · Cited by 46 · see citing works
Berthelot, N., Lemieux, R., Garon‐Bissonnette, J., & Muzik, M. (2019) · Journal of Midwifery & Women s Health · doi:10.1111/jmwh.13034 · Cited by 45 · see citing works
Self-citationThe prevalence of posttraumatic stress disorder during pregnancy and postpartum period
Khoramroudi, R. (2018) · Journal of Family Medicine and Primary Care · doi:10.4103/jfmpc.jfmpc_272_17 · Cited by 44 · see citing works
“In addition, the average prevalence of PTSD during pregnancy in high‐risk individuals may be affected by special rates reported in several studies.[28,29,37]”
BackgroundInfluentialBreastfeeding Difficulties Predict Mothers’ Bonding with Their Infants from Birth to Age Six Months
Roth, M. C., Humphreys, K. L., King, L. S., Gotlib, I. H., & Robakis, T. K. (2021) · Maternal and Child Health Journal · doi:10.1007/s10995-020-03036-9 · Cited by 42 · see citing works
Dudek, J., Colasante, T., Zuffianò, A., & Haley, D. W. (2018) · Child Development · doi:10.1111/cdev.13182 · Cited by 42 · see citing works
Sachdeva, J., Nagle-Yang, S. M., Gopalan, P. R., Worley, L. L. M., Mittal, L. P., Shirvani, N., Spada, M. L., Albertini, E., Shenai, N., Simas, T. A. M., et al. (2022) · Journal of the Academy of Consultation-Liaison Psychiatry · doi:10.1016/j.jaclp.2022.04.005 · Cited by 42 · see citing works
Tian, X.-Y., Xing, J.-W., Zheng, Q., & Gao, P. (2021) · Frontiers in Cellular and Infection Microbiology · doi:10.3389/fcimb.2021.694443 · Cited by 40 · see citing works
“Given that postpartum women often shoulder the primary responsibility for caring for the baby, persistent depression impairs mother-infant bonding (Muzik et al., 2013; O’Higgins et al., 2013; Lefkovics et al., 2014; Dubber et al., 2015; Tsuchida et al., 2019), which leads to numerous short- and long-term negative cons…”
BackgroundOhara, M., Okada, T., Kubota, C., Nakamura, Y., Shiino, T., Aleksić, B., Morikawa, M., Yamauchi, A., Uno, Y., Murase, S., et al. (2016) · BMC Psychiatry · doi:10.1186/s12888-016-0933-3 · Cited by 39 · see citing works
“In addition, a longitudinal study also showed that bonding impairment in the postpartum period was related to insecure parenting behaviors [6].”
BackgroundReuveni, I., Lauria, M., Monk, C. E., & Werner, E. A. (2020) · Archives of Women s Mental Health · doi:10.1007/s00737-020-01066-4 · Cited by 38 · see citing works
Ahlfs-Dunn, S. M., & Huth‐Bocks, A. C. (2014) · Infant Mental Health Journal · doi:10.1002/imhj.21453 · Cited by 38 · see citing works
“Other studies have found that mothers with PTSD symptoms were more likely to report difficulties bonding with their infants (Muzik et al., 2013), negative perceptions of their infants, and negative perceptions of their relationships and interactions with their infants (J.”
BackgroundRieder, A. D., Roth, S. L., Musyimi, C. W., Ndetei, D. M., Sassi, R. B., Mutiso, V., Hall, G. B., & González, A. (2019) · Developmental Science · doi:10.1111/desc.12833 · Cited by 35 · see citing works
Muzik, M., Brier, Z. M. F., Menke, R. A., Davis, M. T., & Sexton, M. B. (2016) · Journal of Affective Disorders · doi:10.1016/j.jad.2016.06.037 · Cited by 36 · see citing works
“The frequency and severity of CM are known to predict increased psychopathology in adult postpartum populations (Choi and Sikkema, 2015; Grekin and O’Hara, 2014; Leigh and Milgrom, 2008; Muzik et al., 2013; Sexton et al., 2015).”
BackgroundSelf-citationQouta, S., Vänskä, M., Diab, S. Y., & Punamäki, R. (2021) · Infant Behavior and Development · doi:10.1016/j.infbeh.2021.101532 · Cited by 37 · see citing works
The Current Concept of Paternal Bonding: A Systematic Scoping Review
Suzuki, D., Ohashi, Y., Shinohara, E., Usui, Y., Yamada, F., Yamaji, N., Sasayama, K., Suzuki, H., Nieva, R. F., da Silva Lopes, K., et al. (2022) · Healthcare · doi:10.3390/healthcare10112265 · Cited by 39 · see citing works
“In previous studies, parents with bonding problems, such as impaired bonding, showed poor interaction with their children [8,9].”
BackgroundWong, K., Stacks, A. M., Rosenblum, K. L., & Muzik, M. (2017) · Merrill-palmer Quarterly · doi:10.13110/merrpalmquar1982.63.1.0054 · Cited by 34 · see citing works
“Subject recruitment has been described in detail in prior reports from the MACY study (e.g., Muzik et al., 2013).”
MethodSelf-citationTester‐Jones, M., O’Mahen, H., Watkins, E. R., & Karl, A. (2015) · Infant Behavior and Development · doi:10.1016/j.infbeh.2015.02.014 · Cited by 34 · see citing works
Teen Mothers' Experience of Intimate Partner Violence
Bekaert, S., & SmithBattle, L. (2016) · Advances in Nursing Science · doi:10.1097/ans.0000000000000129 · Cited by 33 · see citing works
Nagl, M., Steinig, J., Klinitzke, G., Stepan, H., & Kersting, A. (2015) · Archives of Women s Mental Health · doi:10.1007/s00737-015-0573-5 · Cited by 32 · see citing works
“At present, little is known about the effects of expectant mothers’ childhood maltreatment experiences and/or obesity on their pre- or postnatal attachments to their infants (e.g., Muzik et al. 2012), things that might have long-term consequences on a child’s health.”
Busonera, A., Cataudella, S., Lampis, J., Tommasi, M., & Zavattini, G. C. (2017) · Midwifery · doi:10.1016/j.midw.2017.08.011 · Cited by 34 · see citing works
“Since its publication many studies have made use of the PBQ (e.g. Edhborg et al., 2005; Moehler et al., 2006; Hoffenkamp et al., 2012; Muzik et al., 2013; Mitchell et al., 2015; Kerstis et al., 2016; Tikotzky, 2016).”
MethodBabb, J. A., Deligiannidis, K. M., Murgatroyd, C., & Nephew, B. C. (2014) · Behavioural Brain Research · doi:10.1016/j.bbr.2014.03.039 · Cited by 31 · see citing works
Harris, M., MacMillan, H. L., Andrews, K., Atkinson, L. R., Kimber, M., England-Mason, G., & González, A. (2020) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2020.104830 · Cited by 32 · see citing works
Fredland, N., Symes, L., Gilroy, H., Paulson, R. M., Nava, A., McFARLANE, J. M., & Pennings, J. S. (2015) · Journal of Family Violence · doi:10.1007/s10896-015-9702-1 · Cited by 29 · see citing works
“Muzik et al. (2013) findings suggest that the adverse child outcomes are based in problematic mother-infant bonding.”
Marshall, C., Langevin, R., & Cabecinha‐Alati, S. (2022) · International Journal of Child and Adolescent Resilience · doi:10.54488/ijcar.2022.283 · Cited by 34 · see citing works
Rusanen, E., Lahikainen, A. R., Vierikko, E., Pölkki, P., & Paavonen, E. J. (2022) · Child Psychiatry & Human Development · doi:10.1007/s10578-022-01398-5 · Cited by 29 · see citing works
Martin, R. C. B., & Brock, R. L. (2023) · Archives of Women s Mental Health · doi:10.1007/s00737-023-01299-z · Cited by 29 · see citing works
“Second, we obtained multiple reports of parent-infant bonding impairments (at 1 and 6 months postpartum) for a reliable measure of bonding during the first 6 months postpartum, considered the most critical period for establishing a strong bond between parent and infant (Brody 1981; Kinsey & Hupcey 2013; Muzik et al. 2…”
BackgroundPeripartum depression: Early recognition improves outcomes
Howard, M. M., Mehta, N. D., & Powrie, R. O. (2017) · Cleveland Clinic Journal of Medicine · doi:10.3949/ccjm.84a.14060 · Cited by 29 · see citing works
Guyon‐Harris, K. L., Madigan, S. L., Bronfman, E. T., Romero, G. J., & Huth‐Bocks, A. C. (2020) · Journal of Interpersonal Violence · doi:10.1177/0886260520906175 · Cited by 29 · see citing works
“For example, women who report experiencing maltreatment during childhood exhibit decreased maternal sensitivity and engagement and increased anger, control, and intrusiveness during interactions with their young children (e.g., Gustafsson et al., 2012; Hughes & Cossar, 2016; Moehler et al., 2007; Muzik et al., 2013; S…”
BackgroundMinamida, T., Iseki, A., Sakai, H. M., Imura, M., Okano, T., & Tanii, H. (2020) · Infant Mental Health Journal · doi:10.1002/imhj.21866 · Cited by 29 · see citing works
Vesel, J., & Nickasch, B. L. (2015) · Nursing for Women s Health · doi:10.1111/1751-486x.12234 · Cited by 27 · see citing works
Anaemia and depression before and after birth: a cohort study based on linked population data
Xu, F., Roberts, L., Binns, C. W., Sullivan, E., & Homer, C. (2018) · BMC Psychiatry · doi:10.1186/s12888-018-1796-6 · Cited by 28 · see citing works
Mathews, T. L., Emerson, M. R., Moore, T. A., Fial, A., & Hanna, K. M. (2019) · Journal of Pediatric Health Care · doi:10.1016/j.pedhc.2019.04.018 · Cited by 28 · see citing works
Khan, M. R., & Renk, K. (2019) · Journal of Child Custody · doi:10.1080/15379418.2019.1575318 · Cited by 29 · see citing works
Bahari, S., Nourizadeh, R., Esmaeilpour, K., & Hakimi, S. (2021) · Issues in Mental Health Nursing · doi:10.1080/01612840.2021.1993388 · Cited by 28 · see citing works
Morelen, D. M., Menke, R. A., Rosenblum, K., Beeghly, M., & Muzik, M. (2016) · Psychopathology · doi:10.1159/000448376 · Cited by 28 · see citing works
Self-citationLara-Cinisomo, S., Zhu, K.-F., Fei, K.-X., Bu, Y., Weston, A. P., & Ravat, U. (2018) · BMC Women's Health · doi:10.1186/s12905-018-0520-5 · Cited by 25 · see citing works
“observed that women with postpartum depressive symptoms experienced greater bonding impairment compared to nondepressed controls at 6 weeks, 4 months and 6 months postpartum [1].”
BackgroundInfluentialSpieker, S. J., Oxford, M. L., Fleming, C. B., & Lohr, M. J. (2018) · Infant Mental Health Journal · doi:10.1002/imhj.21685 · Cited by 27 · see citing works
“Relatedly, several studies found that a history of childhood maltreatment in the absence of postpartum psychopathology did not confer parenting risk (Oh et al., 2016; Muzik et al., 2013; Muzik et al., 2017).”
BackgroundVengadavaradan, A., Bharadwaj, B., Sathynarayanan, G., Durairaj, J., & Rajaa, S. (2019) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2019.01.018 · Cited by 27 · see citing works
Keller, S. M., Doherty, T. S., & Roth, T. L. (2019) · Scientific Reports · doi:10.1038/s41598-019-46539-4 · Cited by 25 · see citing works
Knoblauch, U., Ritschel, G., Weidner, K., Mogwitz, S., Hannig, C., Viergutz, G., & Lenk, M. (2019) · PLoS ONE · doi:10.1371/journal.pone.0224509 · Cited by 26 · see citing works
“It is known that women with childhood traumatization report inadequate dental care in their own childhood [31], often suffer from dental anxiety, perceive dental visits as intimidating [28,29] and more often have issues with motherinfant bonding [32].”
BackgroundSexton, M. B., Davis, M. T., Menke, R., Raggio, G. A., & Muzik, M. (2017) · Psychological Trauma: Theory, Research, Practice, and Policy · doi:10.1037/tra0000272 · Cited by 25 · see citing works
“…system reliably captures meaningful variations in maternal parenting behaviors associated with maternal and child outcomes, with intraclass correlations (ICCs) over .8 (see Muzik et al., 2013; Martinez-Torteya et al., 2014 for more detailed descriptions of the activities, coding system, and ICCs).”
Self-citationEnvironment and early life: Decisive factors for stress-resilience and vulnerability
Hegde, A., & Mitra, R. (2020) · International review of neurobiology · doi:10.1016/bs.irn.2019.12.002 · Cited by 28 · see citing works
Martini, J., Asselmann, E., Weidner, K., Knappe, S., Rosendahl, J., & Garthus‐Niegel, S. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.842410 · Cited by 25 · see citing works
“, avoiding contact with or being emotionally unavailable for the infant) (73, 74).”
BackgroundGuyon‐Harris, K. L., Ahlfs-Dunn, S. M., & Huth‐Bocks, A. C. (2017) · Journal of Family Violence · doi:10.1007/s10896-017-9934-3 · Cited by 24 · see citing works
“This is not surprising given past research documenting that symptoms of PTSD are related to greater parenting difficulties (Muzik et al. 2013; Salloum et al. 2014).”
BackgroundResultInfluentialMuzik, M., Schmicker, M., Alfafara, E. A., Dayton, C. J., Schuster, M., & Rosenblum, K. L. (2014) · Journal of Social Service Research · doi:10.1080/01488376.2014.917451 · Cited by 23 · see citing works
“Thus, not surprisingly, trauma impacts parenting perceptions and cognitions (Muzik et al., 2013) as well as observed parenting behaviors (Bailey, DeOliveira, Wolfe, Evans, & Hartwick, 2012).”
InfluentialSelf-citationMother-infant bonding in the postpartum period and its predictors
Mazúchová, L., Kelčíková, S., Porubská, A., Malinovská, N., & Grendár, M. (2020) · Central European Journal of Nursing and Midwifery · doi:10.15452/cejnm.2020.11.0022 · Cited by 23 · see citing works
“Particular attention and care should be given to this group of women due to their increased susceptibility to the development of psychopathology in the postpartum period (Muzik et al., 2013).”
BackgroundRibaudo, J., Lawler, J. M., Jester, J. M., Riggs, J. L., Erickson, N. L., Stacks, A. M., Brophy‐Herb, H. E., Muzik, M., & Rosenblum, K. L. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.792989 · Cited by 25 · see citing works
“Mothers with PTSD may be emotionally unavailable; experience higher levels of parenting stress; endorse higher levels of aggression toward their children; have increased difficulty reflecting on their child’s needs; have limited empathic responses to their child’s struggles; and display significant difficulties provid…”
BackgroundSelf-citationOxford, M. L., Hash, J. B., Lohr, M. J., Bleil, M. E., Fleming, C. B., Unützer, J., & Spieker, S. J. (2021) · Developmental Psychology · doi:10.1037/dev0001219 · Cited by 22 · see citing works
The Role of Childhood Trauma and PTSD in Postpartum Sleep Disturbance
Swanson, L. M., Hamilton, L., & Muzik, M. (2014) · Journal of Traumatic Stress · doi:10.1002/jts.21965 · Cited by 22 · see citing works
“Further detail regarding the parent study is published elsewhere (Muzik et al., 2013).”
Self-citationToward a framework for best practices and research guidelines for perinatal depression research
Kimmel, M., Bauer, A. E., & Meltzer-Brody, S. E. (2019) · Journal of Neuroscience Research · doi:10.1002/jnr.24425 · Cited by 22 · see citing works
Muzik, M., Umarji, R., Sexton, M. B., & Davis, M. T. (2016) · Maternal and Child Health Journal · doi:10.1007/s10995-016-2197-4 · Cited by 23 · see citing works
“Further, studies have identified associations between CM, maternal psychopathology, and mother-infant bonding and child development, thus increasing the probability of intergenerational transmission of risk (e.g., Martinez-Torteya et al. 2014; Muzik et al. 2013; Sexton et al. 2015).”
BackgroundSelf-citationRepetitive Negative Thinking and Impaired Mother–Infant Bonding: A Longitudinal Study
Schmidt, D., Seehagen, S., Hirschfeld, G. H. F., Vocks, S., Schneider, S., & Teismann, T. (2016) · Cognitive Therapy and Research · doi:10.1007/s10608-016-9823-8 · Cited by 21 · see citing works
“Mother– infant bonding and maternal responsiveness within the mother–infant interaction are known to be of crucial importance for child development (e.g., Muzik et al. 2013; Tester-Jones et al. 2015).”
Background
- Authors
- Muzik, M., Bocknek, E. L., Broderick, A., Richardson, P., Rosenblum, K. L., Thelen, K., & Seng, J. S.
- Affiliations
- University of Michigan (US)
- Corresponding author
- Muzik, Maria
- ORCID
- Venue
- Archives of Women's Mental Health
- Published
- 2012-10-12
- Volume
- 16
- Issue
- 1
- Pages
- 29-38
- ISSN
- 1434-1816 (ISSN-L)
- 1435-1102
- PMC
- PMC4040083
- OpenAlex
- W2085764880
- Cited by
- 293
- References
- 43
- Citations by year
- 2026: 11 · 2025: 19 · 2024: 22 · 2023: 31 · 2022: 28 · 2021: 29 · 2020: 36 · 2019: 23 · 2018: 17 · 2017: 22 · 2016: 21 · 2015: 19 · 2014: 11 · 2013: 4
- FWCI
- 10.51
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Archives of Women s Mental Health (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- Michigan Institute for Clinical and Health Research
- National Institute of Mental Health (K23MH080147, MH080147)
- National Center for Research Resources (UL1RR024986)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Maternal Mental Health During Pregnancy and Postpartum
- Social Sciences › Psychology › Clinical Psychology › Psychoanalysis and Psychopathology Research
- Social Sciences › Psychology › Social Psychology › Attachment and Relationship Dynamics
- Keywords
- mother-infant bonding, postpartum depression, post-traumatic stress disorder, childhood abuse and neglect, maternal psychopathology, early postpartum period, Postpartum Bonding Questionnaire, parenting quality, mother-infant relationship
- MeSH terms
- Adult, Child Abuse, Female, Follow-Up Studies, House Calls, Humans, Infant, Interviews as Topic, Maternal Behavior, Mother-Child Relations, Mothers, Object Attachment, Psychiatric Status Rating Scales, Psychopathology, Surveys and Questionnaires, Socioeconomic Factors, Stress Disorders, Post-Traumatic, Telephone, Logistic Models, Case-Control Studies, Child of Impaired Parents, Parenting, Postpartum Period
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