The DOI matches its Crossref record; 48 of the 48 references it cites were found in a registry or an index.
A systematic review of growth curve mixture modelling literature investigating trajectories of perinatal depressive symptoms and associated risk factors
Open accessAbstract
Background The aim of this study was to review the growth curve mixture modelling (GCMM) literature investigating trajectories of perinatal maternal depressive symptoms and associated risk factors.Methods A systematic search of peer-reviewed articles published until November 2015 was conducted in seven databases. Articles using GCMM to identify trajectories of perinatal depressive symptoms were considered. Symptoms had to be assessed at least three times, anytime from pregnancy to two years postpartum (PROSPERO; 2016:CRD42016032600).Results Eleven studies met inclusion criteria. All reported a low risk trajectory, characterised by stable low depressive symptoms throughout the perinatal period. A stable moderate-high or high symptom trajectory was reported in eight of 11 studies, suggesting a high-risk group with persistent depressive symptoms. Six studies also reported transient trajectories, with either increasing, decreasing or episodic depressive symptoms. None of the demographic, personality or clinical characteristics investigated systematically differentiated groups of women with different symptom trajectories, within or across studies. Thus, it is difficult to differentiate women at high or low risk of specific perinatal depression trajectories.Limitations A meta-analysis was not possible. The studies' settings and inclusion criteria limit the generalisability of the findings to low-risk, middle- to high-income women.Conclusions Relatively similar trajectories of perinatal depressive symptoms were identified across studies. Evidence on factors differentiating women assigned to different trajectories was inconsistent. Research with larger samples and in more diverse settings is needed to inform services and policies on how and when to effectively identify subgroups of women at high risk of perinatal depression.
Overview
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Consistent with extant research on maternal depression [14], maternal internalizing problems manifested in two ways in the present study: a low-symptom profile characterized by symptoms that slowly decreased over time and a clinical profile characterized by clinically significant elevations in internalizing problems that, notably, persisted up to 2 years postpartum.”
From Trajectories of Maternal and Paternal Internalizing Symptoms from Pregnancy to 2 Years Postpartum: Identifying Modifiable Risk and Protective Factors (2024) · cites this paper as [14]
Experimental — accuracy not yet measuredThe cited source says what the claim attributes to it.
In the citing paper
“Baron et al. [14] concluded in a systematic review that “none of the demographic, personality or clinical characteristics… systematically differentiated groups of women with different symptom trajectories, within or across studies” (p. 194).”
From Trajectories of Maternal and Paternal Internalizing Symptoms from Pregnancy to 2 Years Postpartum: Identifying Modifiable Risk and Protective Factors (2024) · cites this paper as [14]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
The CES-D Scale: A Self-Report Depression Scale for Research in the General Population
Radloff, L. S. (1977) · Applied Psychological Measurement · doi:10.1177/014662167700100306 · Cited by 53,267
An inventory for measuring depression
BECK, A. T. (1961) · Archives of General Psychiatry · doi:10.1001/archpsyc.1961.01710120031004 · Cited by 38,032 · cited 1×
“Tools used included versions of the Centre for Epidemiological Scale – Depression (CES-D-20; (Radloff, 1977); n=4), the Beck Depression Inventory (BDI; (Beck et al., 1961), n=4)), or the Edinburgh Postnatal Depression Scale (EPDS; (Cox et al., 1987), n=3).”
MethodDermyshi, E., Wang, Y., Yan, C., Hong, W., Qiu, G., Gong, X., & Zhang, T. (2017) · Neonatology · doi:10.1159/000454668 · Cited by 24,586
Meta-analysis of Observational Studies in Epidemiology<SUBTITLE>A Proposal for Reporting</SUBTITLE>
Stroup, D. F. (2000) · JAMA · doi:10.1001/jama.283.15.2008 · Cited by 20,623
(2014) · Medical Entomology and Zoology · Cited by 17,633
Detection of Postnatal Depression: Development of the 10-item Edinburgh Postnatal Depression Scale
Cox, J. L., Holden, J. M., & Sagovsky, R. (1987) · British Journal of Psychiatry · doi:10.1192/bjp.150.6.782 · Cited by 14,183 · cited 2×
“Tools used included versions of the Centre for Epidemiological Scale – Depression (CES-D-20; (Radloff, 1977); n=4), the Beck Depression Inventory (BDI; (Beck et al., 1961), n=4)), or the Edinburgh Postnatal Depression Scale (EPDS; (Cox et al., 1987), n=3).”
BackgroundMethodNylund, K. L., Asparouhov, T., & Muthén, B. O. (2007) · Structural Equation Modeling: A Multidisciplinary Journal · doi:10.1080/10705510701575396 · Cited by 11,415 · cited 2×
“While some researchers report that BIC is the most reliable criteria for identifying the optimal number of trajectories (Nylund et al., 2007), others report that entropy, which indicates the extent to which an individual is classified into one latent group with confidence, is usually favoured over…”
BackgroundSelective Cortical Undercutting As a Means of Modifying and Studying Frontal Lobe Function in Man
Scoville, W. B. (1949) · Journal of neurosurgery · doi:10.3171/jns.1949.6.1.0065 · Cited by 7,374
Whiteford, H. A., Degenhardt, L., Rehm, J., Baxter, A. J., Ferrari, A. J., Erskine, H. E., Charlson, F. J., Norman, R. E., Flaxman, A. D., Johns, N., et al. (2013) · The Lancet · doi:10.1016/s0140-6736(13)61611-6 · Cited by 6,006 · cited 1×
“…to the global burden of disease, both directly, given that depression accounts for over 40% of disability adjusted life years caused by mental disorders (Whiteford et al., 2013), and indirectly, through associations with suicidal behaviour (Rahman et al., 2013; World Health Organization, 2008).”
BackgroundPerinatal Depression: A Systematic Review of Prevalence and Incidence
Gavin, N. I., Gaynes, B. N., Lohr, K. N., Meltzer-Brody, S., Gartlehner, G., & Swinson, T. (2005) · Obstetrics & Gynecology · doi:10.1097/01.aog.0000183597.31630.db · Cited by 3,282 · cited 2×
“have shown a natural decline in depressive symptoms during pregnancy and the postpartum period, or symptoms developing only after giving birth (Gavin et al., 2005; Stowe and Nemeroff, 1995).”
Background
Flagged first, then by citations
Cited by
Sorted by citations
Trajectories of Maternal Postpartum Depressive Symptoms
Putnick, D. L., Sundaram, R., Bell, E. M., Ghassabian, A., Goldstein, R. B., Robinson, S. L., Vafai, Y., Gilman, S. E., & Yeung, E. H. (2020) · PEDIATRICS · doi:10.1542/peds.2020-0857 · Cited by 162
Trajectories of mothers’ and fathers’ depressive symptoms from pregnancy to 24 months postpartum
Kiviruusu, O., Pietikäinen, J. T., Kylliäinen, A., Pölkki, P., Saarenpää-Heikkilä, O., Marttunen, M., Paunio, T., & Paavonen, E. J. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2019.09.038 · Cited by 143
Ahmed, A. M., Bowen, A., Feng, C. X., & Muhajarine, N. (2019) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-019-2177-y · Cited by 127
“Both longitudinal mixed-effects and latent growth curve models model individual variabilities of these symptoms over time using a single growth curve, assuming that all individuals belong to the same underlying population [13].”
BackgroundMethodInfluentialGroup‐based trajectory modelling for BMI trajectories in childhood: A systematic review
Mattsson, M., Maher, G. M., Boland, F., Fitzgerald, T., Murray, D. M., & Biesma, R. G. (2019) · Obesity Reviews · doi:10.1111/obr.12842 · Cited by 133
Characteristics of women with different perinatal depression trajectories
Wikman, A., Axfors, C., Iliadis, S. I., Cox, J., Fransson, E., & Skalkidou, A. (2019) · Journal of Neuroscience Research · doi:10.1002/jnr.24390 · Cited by 118
“In line with previous studies, the healthy trajectory in the present study was most common, suggesting this trajectory may be normative (Baron et al., 2017; Santos et al., 2017).”
BackgroundMethodResultLund, C., Schneider, M., Garman, E. C., Davies, T., Munodawafa, M., Honikman, S., Bhana, A., Bass, J., Bolton, P. A., Dewey, M. E., et al. (2019) · Behaviour Research and Therapy · doi:10.1016/j.brat.2019.103466 · Cited by 117
Self-citationTrajectories of antenatal depression and adverse pregnancy outcomes
Miller, E. S., Saade, G. R., Simhan, H. N., Monk, C. E., Haas, D. M., Silver, R. M., Mercer, B. M., Parry, S. I., Wing, D. A., Reddy, U. M., et al. (2021) · American Journal of Obstetrics and Gynecology · doi:10.1016/j.ajog.2021.07.007 · Cited by 95
Asselmann, E., Kunas, S. L., Wïttchen, H., & Martini, J. (2020) · PLoS ONE · doi:10.1371/journal.pone.0237609 · Cited by 97
Depression and Anxiety Trajectories in Chronic Disease: A Systematic Review and Meta-Analysis
Scott, A. J., Correa, A. B., Bisby, M. A., & Dear, B. F. (2023) · Psychotherapy and Psychosomatics · doi:10.1159/000533263 · Cited by 82
Korja, R., Nolvi, S., Kataja, E., Scheinin, N. M., Junttila, N., Lahtinen, H., Saarni, S. E., Karlsson, L., & Karlsson, H. (2018) · PLoS ONE · doi:10.1371/journal.pone.0207856 · Cited by 71
Pellowski, J. A., Bengtson, A. M., Barnett, W., DiClemente, K., Koen, N., Zar, H. J., & Stein, D. J. (2019) · Journal of Affective Disorders · doi:10.1016/j.jad.2019.08.052 · Cited by 67
The association of unplanned pregnancy with perinatal depression: a longitudinal cohort study
Muskens, L., Boekhorst, M. G. B. M., Kop, W. J., van den Heuvel, M. I., Pop, V. J. M., & Beerthuizen, A. (2022) · Archives of Women s Mental Health · doi:10.1007/s00737-022-01225-9 · Cited by 73
“Longitudinal assessments seem of great importance to gain a better understanding of the role of an unplanned pregnancy in the occurrence of perinatal depressive symptoms, since perinatal depressive symptoms tend to be variable over time (Baron et al. 2017).”
BackgroundGoletzke, J., Kocalevent, R.-D., Hansen, G., Rose, M., Becher, H., Hecher, K., Arck, P., & Diemert, A. (2017) · Journal of Psychosomatic Research · doi:10.1016/j.jpsychores.2017.09.002 · Cited by 63
Yu, M., Li, H., Xu, D. R., Wu, Y., Liu, H., & Gong, W. (2020) · Journal of Affective Disorders · doi:10.1016/j.jad.2020.07.005 · Cited by 57
Previtali, D., Andriolo, L., Frattura, G. D. L., Boffa, A., Candrian, C., Zaffagnini, S., & Filardo, G. (2020) · Journal of Clinical Medicine · doi:10.3390/jcm9092828 · Cited by 59
Garman, E. C., Schneider, M., & Lund, C. (2019) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-019-2355-y · Cited by 57
Self-citationExploring Heterogeneity in perinatal depression: a comprehensive review
Waqas, A., Nadeem, M., & Rahman, A. (2023) · BMC Psychiatry · doi:10.1186/s12888-023-05121-z · Cited by 74
“According to the PACT consortium [19, 20] and Baron et al. [21], there are three sources of heterogeneity in PND, which were considered for review: 1.”
BackgroundMethodThe longitudinal course of depressive symptoms during the perinatal period: A systematic review
Vanwetswinkel, F., Bruffaerts, R., Arif, U., & Hompes, T. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.06.087 · Cited by 55
Different trajectories of depressive symptoms during pregnancy
Boekhorst, M. G. B. M., Beerthuizen, A., Endendijk, J. J., van Broekhoven, K. E. M., van Baar, A. L., Bergink, V., & Pop, V. J. M. (2019) · Journal of Affective Disorders · doi:10.1016/j.jad.2019.01.021 · Cited by 48
Morales, M. F., Girard, L., Raouna, A., & MacBeth, A. M. (2023) · PLOS Global Public Health · doi:10.1371/journal.pgph.0001649 · Cited by 45
“Our results mirror existing systematic reviews of perinatal depressive symptoms [70, 71] demonstrating”
ResultRinne, G. R., Davis, E. P., Mahrer, N. E., Guardino, C. M., Charalel, J. M., Shalowitz, M. U., Ramey, S. L., & Schetter, C. D. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.04.116 · Cited by 44
Perinatal depression: Heterogeneity of disease and in animal models
Qiu, W., Hodges, T. E., Clark, E. L., Blankers, S. A., & Galea, L. A. M. (2020) · Frontiers in Neuroendocrinology · doi:10.1016/j.yfrne.2020.100854 · Cited by 39
Garman, E. C., Cois, A., Tomlinson, M., Rotheram‐Borus, M. J., & Lund, C. (2019) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-019-01665-2 · Cited by 36
Self-citationThe peripartum human brain: Current understanding and future perspectives
Sacher, J., Chechko, N., Dannlowski, U., Walter, M., & Derntl, B. (2020) · Frontiers in Neuroendocrinology · doi:10.1016/j.yfrne.2020.100859 · Cited by 36
Tebeka, S., Strat, Y. L., Mandelbrot, L., Benachi, A., Dommergues, M., Kayem, G., Lepercq, J. A., Luton, D., Ville, Y. G., Ramoz, N., et al. (2021) · BJOG An International Journal of Obstetrics & Gynaecology · doi:10.1111/1471-0528.16688 · Cited by 37
Waqas, A., & Rahman, A. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.736790 · Cited by 38
Fenta, T. B., Hanlon, C., Medhin, G., & Fekadu, A. (2019) · Reproductive Health · doi:10.1186/s12978-019-0690-0 · Cited by 37
“Depression during pregnancy has been found to be the strongest predictor of postnatal depression [29–31] in a number of prospective studies and reviews examining the trajectory of perinatal depression [31, 32].”
BackgroundFenta, T. B., Keynejad, R. C., Honikman, S., Sorsdahl, K. R., MYERS, B. J., Fekadu, A., & Hanlon, C. (2020) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-020-03069-6 · Cited by 36
Trajectories of perinatal depressive symptoms in the context of the COVID-19 pandemic
Gustafsson, H., Young, A. S., Doyle, O. J., Nagel, B. J., Seghete, K. L. M., Nigg, J. T., Sullivan, E. L., & Graham, A. M. (2021) · Child Development · doi:10.1111/cdev.13656 · Cited by 32
“…typically increase across gestation and then decrease for most women over the first year of the child's life, though there are individual differences in these trajectories that have unique implications for both maternal functioning and child development (Baron et al., 2017; Santos et al., 2017).”
BackgroundMethodResultInfluentialMeasuring resilience to major life events
Étilé, F., Frijters, P., Johnston, D. W., & Shields, M. A. (2021) · Journal of Economic Behavior & Organization · doi:10.1016/j.jebo.2021.09.004 · Cited by 35
Mughal, M. K., Giallo, R., Arshad, M., Arnold, P. D., Bright, K. S., Charrois, E. M., Rai, B., Wajid, A., & Kingston, D. E. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2023.02.023 · Cited by 32
Larsen, A., Pintye, J. C., Marwa, M. M., Watoyi, S., Kinuthia, J., Abuna, F., Richardson, B. A., Gómez, L., Dettinger, J. C., & John-Stewart, G. C. (2022) · The Lancet Psychiatry · doi:10.1016/s2215-0366(22)00110-9 · Cited by 33
Korja, R., Nolvi, S., Scheinin, N. M., Tervahartiala, K., Carter, A. S., Karlsson, H., Kataja, E., & Karlsson, L. (2024) · Journal of Affective Disorders · doi:10.1016/j.jad.2023.12.076 · Cited by 38
Choi, C., Mersky, J. P., Janczewski, C. E., & Goyal, D. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.01.026 · Cited by 30
Lim, H. A., Chua, T.-E., Malhotra, R., Allen, J. C., Teo, I., Chern, B. S. M., Tan, K. H., & Chen, H. (2019) · General Hospital Psychiatry · doi:10.1016/j.genhosppsych.2019.09.001 · Cited by 30
Husain, N., Lunat, F., Lovell, K., Miah, J., Chew-Graham, C. A., Bee, P., Waqas, A., Pierce, M., Sharma, D., Atif, N., et al. (2024) · The Lancet · doi:10.1016/s0140-6736(24)01612-x · Cited by 27
Stress and mental health symptoms in early pregnancy are associated with the oral microbiome
Alex, A. M., Levendosky, A. A., Bogat, G. A., Muzik, M., Nuttall, A. K., Knickmeyer, R. C., & Lonstein, J. S. (2024) · BMJ Mental Health · doi:10.1136/bmjment-2024-301100 · Cited by 27
“We studied this time of pregnancy because for many women their earlier pregnancy stress and poor mental health persist throughout pregnancy and post partum 21 and predict more severe symptoms post partum.”
Rinne, G. R., Somers, J. A., Ramos, I. F., Ross, K. M., Coussons‐Read, M. E., & Schetter, C. D. (2022) · Development and Psychopathology · doi:10.1017/s0954579422000621 · Cited by 28
Guo, X., Jiang, S., Xu, J., Tian, Y., Ouyang, F., Yu, X., Liu, J., Yan, C., & Zhang, J. (2022) · Developmental Cognitive Neuroscience · doi:10.1016/j.dcn.2022.101124 · Cited by 26
Burden of postpartum depression in sub-Saharan Africa: An updated systematic review
Nweke, M., Ukwuoma, M., Adiuku-Brown, A. C., Okemuo, A. J., Ugwu, P. I., & Nseka, E. (2024) · South African Journal of Science · doi:10.17159/sajs.2024/14197 · Cited by 22
“86 There are no mental health services in sub-Saharan communities where over 60% of the African populace lives.”
BackgroundGarman, E. C., Cois, A., Schneider, M., & Lund, C. (2019) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-019-01730-w · Cited by 22
“Latent modelling techniques have shown that trajectories of perinatal depressive symptoms are heterogeneous [23, 24].”
BackgroundSelf-citationTrajectory Modeling with Latent Groups: Potentials and Pitfalls
Hetherington, E., Plamondon, A., & Williamson, T. S. (2020) · Current Epidemiology Reports · doi:10.1007/s40471-020-00242-5 · Cited by 21
Liu, W., Wu, X., Gao, Y., Xiao, C., Xiao, J., Fang, F., & Chen, Y. (2022) · Journal of Clinical Nursing · doi:10.1111/jocn.16338 · Cited by 23
Perinatal depression trajectories and child development at one year: a study in China
Zhu, Y., Li, X., Chen, J., & Gong, W. (2024) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-024-06330-4 · Cited by 22
“The existing studies had described three-six trajectory groups [8, 9], but they have some limitations.”
BackgroundNeri, E., Giovagnoli, S., Genova, F., Benassi, M., Stella, M., & Agostini, F. (2020) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2020.578264 · Cited by 23
“Taken together, these results could open up the possibility of identifying sub-groups of mothers and fathers with a higher risk of chronicity since the first postpartum trimester, in line with recent literature (26, 70, 71), enhancing the possibility to promptly implement screening programs as well as therapeutic supp…”
ResultMuñoz, M. D. L. F. R., Motrico, E., Míguez, M. C., Chaves, C., Suso‐Ribera, C., Duque, A., Salinas, M. G., Caparrós-González, R. A., Martín-Agudiez, N., Kovacheva, K. I., et al. (2023) · Clínica y Salud · doi:10.5093/clysa2023a15 · Cited by 33
Hong, L., Le, T. T., Lu, Y., Shi, X., Xiang, L., Liu, M., Zhang, W., Zhou, M., Wang, J., Xu, D., et al. (2022) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-021-04316-0 · Cited by 20
“Variation in the progression or trajectory of symptoms is assessed, and potential subgroups are identified; these can explain the different characteristics of depression symptoms in the different potential groups [24].”
BackgroundKallas, K.-A., Marr, K., Moirangthem, S., Heude, B., Koehl, M., van der Waerden, J. E. B., & Downes, N. (2023) · Journal of Clinical Medicine · doi:10.3390/jcm12031120 · Cited by 16
“If left unaddressed, increased levels of anxiety and depressive symptomatology during pregnancy have previously been shown to stay highly stable throughout pregnancy and the postpartum [71] as well as being associated with adverse developmental outcomes, including lower receptive language and motor skills [11] and a h…”
BackgroundStress and Depressive Symptoms Among Demographically Diverse American Pregnant Women
Herbell, K., Zauszniewski, J. A., & Williams, E. M. (2019) · Issues in Mental Health Nursing · doi:10.1080/01612840.2019.1662145 · Cited by 16
Trait mindfulness scores are related to trajectories of depressive symptoms during pregnancy
Hulsbosch, L. P., Boekhorst, M. G. B. M., Endendijk, J. J., Nyklı́ček, I., Potharst, E. S., & Pop, V. J. M. (2022) · Journal of Psychiatric Research · doi:10.1016/j.jpsychires.2022.04.023 · Cited by 15
Asselmann, E., Kunas, S. L., Wïttchen, H., & Martini, J. (2019) · Journal of Affective Disorders · doi:10.1016/j.jad.2019.11.112 · Cited by 15
Lifetime prevalence and correlates of perinatal depression in a case-cohort study of depression
Kiewa, J., Meltzer-Brody, S. E., Milgrom, J., Bennett, E., Mackle, T., Guintivano, J., Hickie, I. B., Colodro‐Conde, L., Medland, S. E., Martin, N., et al. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-059300 · Cited by 16
Asselmann, E., Garthus‐Niegel, S., Knappe, S., & Martini, J. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.01.050 · Cited by 15
Lin-Lewry, M., Tzeng, Y., Li, C., Lee, G. T., Lee, P., Chen, S., & Kuo, S. (2023) · Journal of Sleep Research · doi:10.1111/jsr.13918 · Cited by 13
Mazza, M., Brisi, C., Veneziani, G., Lisci, F. M., Sessa, I., Balocchi, M., Rossi, S., Stasio, E. D., Marano, G., Abate, F., et al. (2024) · Journal of Clinical Medicine · doi:10.3390/jcm13133957 · Cited by 13
“Depression and anxiety during pregnancy were found to be risk factors for children’s neurological, cognitive, and emotional development [1,43–47].”
BackgroundOne slope does not fit all: longitudinal trajectories of quality of life in older adulthood
Szabó, Á., Hyde, M., & Towers, A. (2021) · Quality of Life Research · doi:10.1007/s11136-021-02827-z · Cited by 13
Wang, C., Hou, J., Li, A., & Kong, W. (2023) · International Journal of Women s Health · doi:10.2147/ijwh.s408347 · Cited by 11
Xiao, M., Fu, B., Huang, S., Hu, Y., Tang, G., & Lei, J. (2023) · Psychiatry Research · doi:10.1016/j.psychres.2023.115467 · Cited by 11
Nieh, H., Chang, C.-J., & Chou, L. (2022) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph19031891 · Cited by 11
Depression Symptom Trajectories Among Mothers Living with HIV in Rural Uganda
Familiar, I., Sikorskii, A. E., Murray, S. M., Ruiseñor-Escudero, H., Nakasujja, N., Korneffel, C., Boivin, M. J., & Bass, J. (2019) · AIDS and Behavior · doi:10.1007/s10461-019-02465-0 · Cited by 10
Self-citationDeutsch, A. R., Vargas, M., Lucchini, M., Brink, L. T., Odendaal, H. J., & Elliott, A. (2022) · Journal of Affective Disorders Reports · doi:10.1016/j.jadr.2022.100365 · Cited by 11
“…be more important compared to NAMH status at a single time point, as studies indicate subgroups of NAMH trajectories (e.g., increasing, decreasing, persistent; Baron et al., 2017), and depression and anxiety as individual NAMH conditions may have different trajectory subgroups (Lee et al., 2021).”
ResultBhushan, N. L., Stockton, M. A., Harrington, B. J., DiPrete, B. L., Maliwichi, M., Jumbe, A. N., Kulisewa, K., Chagomerana, M., Pence, B. W., Gaynes, B. N., et al. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.03.017 · Cited by 10
Liu, L., Feng, S., Zhang, Y., Xiao, G., Zhou, M., Li, X., Li, Y., & Qin, C. (2025) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-025-07481-8 · Cited by 13
“Previous research also confirmed the necessity of considering both intraindividual and interindividual variations in studying the trajectories of PNDs [33, 34].”
Johann, A., Đukić, J., Rothacher, Y., & Ehlert, U. (2023) · Women s Health · doi:10.1177/17455057221147391 · Cited by 9
“…mixture modeling focused mainly on socioeconomic and psychosocial risk factors, and generally yielded inconclusive findings.17 In their review, Baron et al.17 found that anxiety, stress, and a lower educational level were risk factors for a high or episodic depressive symptoms trajectory…”
BackgroundLarsen, A., Osborn, L., Ronen, K., Richardson, B. A., Jiang, W., Chohan, B. H., Matemo, D. N., Unger, J. A., Drake, A. L., Kinuthia, J., et al. (2022) · JAIDS Journal of Acquired Immune Deficiency Syndromes · doi:10.1097/qai.0000000000002998 · Cited by 9
Sigurðardottir, J. N., White, S. L., Flynn, A. C., Singh, C. M., Briley, A. L., Rutherford, M., & Poston, L. (2022) · EClinicalMedicine · doi:10.1016/j.eclinm.2022.101512 · Cited by 9
Roubinov, D. S., Musci, R. J., Hipwell, A. E., Wu, G., Junior, H. P. D. O. S., Felder, J. N., Faleschini, S., Conradt, E. D., McEvoy, C. T., Lester, B. M., et al. (2022) · Archives of Women s Mental Health · doi:10.1007/s00737-022-01245-5 · Cited by 8
“Interestingly, a recent systematic review found that sociodemographic factors did not consistently differentiate among depression trajectory groups, an effect at least partially attributed to the studies’ small sample sizes (Baron et al., 2017).”
BackgroundInfluentialLim, H. A., Chua, T.-E., Malhotra, R., Allen, J. C., Chern, B. S. M., Tan, K. H., & Chen, H. (2019) · Asian Journal of Psychiatry · doi:10.1016/j.ajp.2019.101923 · Cited by 8
Farewell, C. V., Donohoe, R., Thayer, Z. M., Paulson, J. F., Nicklas, J. M., Walker, C. G., Waldie, K. E., & Leiferman, J. A. (2021) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-021-04308-0 · Cited by 8
Haight, S. C., Maselko, J., Ghastine, L., Hoyo, C., & Martin, C. L. (2023) · Annals of Epidemiology · doi:10.1016/j.annepidem.2023.04.015 · Cited by 8
Positive affect improves a transdiagnostic model of perinatal depression symptoms
Pingeton, B. C., Cochran, A. L., Goodman, S. H., Laurent, H. K., Sbrilli, M. D., Knight, B. T., Newport, D. J., & Stowe, Z. N. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2023.05.031 · Cited by 8
Pan, X., Chen, Y., Chen, C., Chen, J., Wang, J., Chen, Y., Zhang, W., Wu, J., Liu, W., Zou, Z., et al. (2025) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-025-07649-2 · Cited by 8
“This indicates that depressive symptoms in this group are significantly influenced by pregnancy, necessitating more attention, especially professional psychological support, to help them through this critical period [40].”
Group-Based Trajectory Analysis for Postpartum Depression Symptoms among Chinese Primiparous Women
Xiong, J., Fang, Q., Huang, L., Yan, X., & Zheng, X. (2022) · Journal of Clinical Medicine · doi:10.3390/jcm11216249 · Cited by 6
“However, subgroups of individuals that share similar patterns of postpartum depression symptoms among Chinese women on the mainland are unknown in the existing literature [19].”
BackgroundSingla, D. R., Lawson, A., Dennis, C., Kaliush, P. R., Walsh, K., Patel, V., & Schiller, C. E. (2025) · Nature Reviews Psychology · doi:10.1038/s44159-025-00505-2 · Cited by 6
“Relationship strain, isolation and perceived lack of social support can exacerbate symptoms and impair recovery 165–169 .”
Fuhr, D. C., Sikander, S., Vanobberghen, F. M., Weobong, B., Rahman, A., & Weiss, H. A. (2023) · Cambridge Prisms Global Mental Health · doi:10.1017/gmh.2023.26 · Cited by 6
“Low,medium and chronic symptom trajectories for perinatal depression have been established (Santos et al., 2017) but these may not necessarily follow expected patterns and may be transient (Baron et al., 2017).”
BackgroundGidén, K., Björvang, R. D., White, R. A., Vinnerljung, L., Iliadis, S. I., Skalkidou, A., & Fransson, E. (2024) · Depression and Anxiety · doi:10.1155/2024/7734542 · Cited by 6
“Baron et al. [26] concluded in their review of 11 similar studies that there is no consistency in predicting factors for the different trajectories across studies.”
InfluentialPadrutt, E. R., DeJoseph, M. L., Wilson, S., Mills-Koonce, R., & Berry, D. J. (2023) · Psychological Assessment · doi:10.1037/pas0001242 · Cited by 6
A Systematic Review of Factor Mixture Model Applications
Şen, S., & Cohen, A. S. (2024) · Eğitimde ve Psikolojide Ölçme ve Değerlendirme Dergisi · doi:10.21031/epod.1423427 · Cited by 5
Pop, V. J. M., Hulsbosch, L. P., Boekhorst, M. G. B. M., Broeren, M. A. C., Krabbe, J. G., & Wiersinga, W. M. (2022) · Thyroid · doi:10.1089/thy.2022.0244 · Cited by 5
“5,6 A statistical method that can take into account individual differences in symptom trajectories over time is growth mixture modeling.”
Sun, J., Hu, J., Zhou, X., Li, J., Hu, K., Sun, Y. W., Cao, F., Cui, L., & Chen, Z. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2023.03.020 · Cited by 6
Do Psychological and Behavioural Factors Change Over Pregnancy?
Yu, Z., Blyderveen, S. V., Schmidt, L. A., Lu, C. H., Vanstone, M. G., Biringer, A. B., Sword, W. A., Beyene, J., & McDonald, S. D. (2023) · Journal of Obstetrics and Gynaecology Canada · doi:10.1016/j.jogc.2023.05.031 · Cited by 5
Edwards, R. A., Bonfanti, G., Grugni, R., Manca, L., Parsons, B., & Alexander, J. (2018) · Advances in Therapy · doi:10.1007/s12325-018-0780-3 · Cited by 5
Iacob, E., Kausler, R., Williams, M., Dorn, U. P., Simonsen, S. E., Smid, M. C., & Latendresse, G. (2025) · Journal of Midwifery & Women s Health · doi:10.1111/jmwh.13767 · Cited by 4
Chen, J., Zeng, G., Guo, Y., Liu, X., Zhang, W., Ding, Y., Zhang, S., Peng, M., & Gao, B. (2025) · Journal of Affective Disorders · doi:10.1016/j.jad.2025.119834 · Cited by 4
Xiong, J., Yu, Y., Qin, X., Peng, Y., Peng, Z., Cheng, J., Mao, W., Wang, Y., Guo, Y., Li, H., et al. (2025) · BMC Medicine · doi:10.1186/s12916-025-04290-w · Cited by 5
“Nevertheless, the majority of studies have regarded all pregnant women as a homogeneous group, disregarding the potential differences that may contribute to a variety of depressive patterns [15].”
InfluentialYan, P., Liu, X., & Xu, J. (2022) · Journal of Obstetric, Gynecologic & Neonatal Nursing · doi:10.1016/j.jogn.2022.07.008 · Cited by 4
Tebeka, S., Strat, Y. L., Mandelbrot, L., Benachi, A., Dommergues, M., Kayem, G., Lepercq, J. A., Luton, D., Ville, Y. G., Ramoz, N., et al. (2020) · doi:10.22541/au.159188592.22056384 · Cited by 4
A Small Latent Class in Growth Mixture Modeling: A Simulation Study
Kim, E., Howard-Kirby, C., Evudottir, E., Wang, Y., Tong, X., Goretzko, D., Ferron, J. M., & Jing, X. (2026) · Structural Equation Modeling A Multidisciplinary Journal · doi:10.1080/10705511.2026.2629849 · Cited by 3
“One systematic review study (Baron et al., 2017; 11 articles reviewed) found a minimum of 98 and maximum of 1,735.”
Risk factors of the antenatal depression in a sample of Italian pregnant women: a preliminary study
Sergi, M. R., Saggino, A., Balsamo, M., Picconi, L., Anchora, L., & Tommasi, M. (2024) · BMC Pregnancy and Childbirth · doi:10.1186/s12884-024-06704-8 · Cited by 3
Handelzalts, J. E., Ohayon, S., Levy, S., & Peled, Y. (2024) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/s00127-023-02604-y · Cited by 5
“Regarding demographic factors, only being single and diagnosed with previous psychopathology was found to differentiate between trajectories as was reported in previous systematic reviews [12–14] .”
InfluentialBraig, S., Kurz, D., Wabitsch, M., Reister, F., Genuneit, J., & Rothenbacher, D. (2023) · BMC Pediatrics · doi:10.1186/s12887-023-03991-6 · Cited by 3
“Maternal depression symptoms According to a review, [29] a stable moderate-high or high symptom trajectory of depression was reported in most studies on perinatal depression trajectories, suggesting a high-risk group with persistent depression symptoms.”
BackgroundAssociations between maternal adversity and health and children’s telomere length
Chen, X.-Y., Lo, C. K. M., Chen, Q., Ho, F. K. W., Leung, W. C., & Chan, K. L. (2025) · Translational Psychiatry · doi:10.1038/s41398-025-03340-4 · Cited by 4
“Previous work has identi fi ed different individuals may exhibit distinct trajectories of depressive symptoms over time [22, 23].”
Trajectories of antenatal depression and adverse pregnancy outcomes: A prospective cohort study
Chen, J., Li, S., Yang, S., Chen, Y., Ndenkeh, J. J. N., Batubara, I. M. S., Zhu, L., Liu, J., Pan, X., Zou, Z., et al. (2025) · European Psychiatry · doi:10.1192/j.eurpsy.2025.10058 · Cited by 4
“Antenatal depressive symptoms refer to persistent feelings of sadness, anxiety, and a lack of interest in daily activities during pregnancy [1].”
Mwita, M., Patten, S. B., Dewey, D., & Konje, E. T. (2025) · Child and Adolescent Psychiatry and Mental Health · doi:10.1186/s13034-025-00983-5 · Cited by 3
“Though some have found it difficult to differentiate women at high or low risk of specific perinatal depression trajectories [12], others have identified social and psychological risk factors as the most common predictors of a higher burden of depressive symptoms [13], with variations across…”
An umbrella review of psychological capacity and mental health trajectories across the life course
Moreno-Agostino, D., Khan, N., Rubeis, V. D., Jacob, C., Banati, P., Sadana, R., & Prina, M. (2026) · Nature Mental Health · doi:10.1038/s44220-026-00592-x · Cited by 3
Trajectories of depressive symptoms of mothers and fathers over 11 years
Csajbók, Z., Fořt, J., & Kearns, P. B. (2025) · Epidemiology and Psychiatric Sciences · doi:10.1017/s2045796025000174 · Cited by 2
“Additionally, other studies identified groups of mothers and/or couples with either decreasing or increasing depressive symptoms (Baron et al. , 2017; Csajbók et al. , 2022).”
Tsunoda, K., Matsumura, K., Inano, H., Hatakeyama, T., Tsuchida, A., & Inadera, H. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2023.01.106 · Cited by 2
Shen, Z., Xi, M., Yanting, Z., Fang, L., Minyu, F., Rui-rui, C., Li, C., Jingyan, Z., & Limei, Y. (2024) · Gastroenterology Nursing · doi:10.1097/sga.0000000000000793 · Cited by 2
“…heterogeneity, this can be accomplished through a latent growth mixture model (LGMM), which assesses variations in progression or trajectory of symptoms, and identifies heterogeneity subgroups in the trajectories of symptom clusters over time (Baron, Bass, Murray, Schneider, & Lund, 2017).”
BackgroundKim, K., & Lee, Y. (2018) · Journal of Advanced Nursing · doi:10.1111/jan.13912 · Cited by 2
Transitioning to fatherhood: Prospective effects of wellbeing on future depression symptoms
O'Connor, E. J., Zajac, I. T., Brindal, E., & Kakoschke, N. (2024) · Journal of Affective Disorders · doi:10.1016/j.jad.2024.10.102 · Cited by 1
Metadata
- Authors
- Baron, E., Bass, J., Murray, S. M., Schneider, M., & Lund, C.
- Affiliations
- Johns Hopkins University (US)
- University of Cape Town (ZA)
- Venue
- Journal of Affective Disorders
- Publisher
- Elsevier BV
- Published
- 2017-12
- Volume
- 223
- Pages
- 194-208
- ISSN
- 0165-0327 (ISSN-L)
- PMC
- PMC5592733
- OpenAlex
- W2736865397
- Cited by
- 146
- References
- 47
- Citations by year
- 2026: 20 · 2025: 19 · 2024: 15 · 2023: 29 · 2022: 24 · 2021: 7 · 2020: 11 · 2019: 17 · 2018: 3 · 2017: 1
- FWCI
- 1.42
- Type
- journal article
- Language
- en
- Open access
- green
- europepmc.org
- Locations
- Journal of Affective Disorders (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Research Portal (King's College London) (submittedVersion, cc-by-nc-nd)
- Funders
- National Institutes of Health
- National Institute of Mental Health (T32MH103210, U19MH095699)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Maternal Mental Health During Pregnancy and Postpartum
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Maternal and Neonatal Healthcare
- Social Sciences › Psychology › Clinical Psychology › Personality Disorders and Psychopathology
- Keywords
- perinatal depression, depressive symptom trajectories, maternal depressive symptoms, risk factors, postpartum depression, pregnancy, high-risk subgroups
- MeSH terms
- Maternal Health, Female, Humans, Mothers, Pregnancy, Risk Factors, Social Adjustment, Depression, Postpartum, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review