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. 2021 Aug 6;21:542. doi: 10.1186/s12884-021-04016-9

Table 1.

Risk factors for postpartum depression reported by studies included in the systematic review and meta–analysis

Variables No. of studies
Reporting risk for postpartum depression Total
Socio–demographic factors
Age Young age 3 12
Age at marriage Older at marriage 1 2
Education Low education 6 14
Economic Poor economic 5 11
Employment & occupation Not work outside the home 5 14
Work outside the home 2
Religion Non–Muslim 1 1
Number of children Having more than one child 1 2
Sleep quality Low sleep quality, experienced sleep disturbances, used medication, have dysfunction 1 1
Caffeine consumption High intake caffeine(g) and refined grain (g) 1 1
Ethnicity Arab 1 1
Household food security status Food insecurity increased PPD 1 1
Body image and weight Having a negative body and Weight image at 3 months 1 2
Transportation access Lack of access 1 1
Length of residency (immigration) Less than 2 years 1 1
Planned to back to work after maternity leave Not planned 1 1
Health insurance Without health insurance 1 1
Marital & family relationship factors
Relationship with family Lack of relationship 5 6
Consanguinity Consanguinity 1 2
Violence Violated women 1 2
Intimate partner violence 1
Family support Lack of support 4 4
History of family depression Family with history 1 1
Pregnancy & birth related factors
Planned and unplanned pregnancy Unplanned pregnancy 6 10
Planned pregnancy 1
Maternal complications Complications of pregnancy 4 7
Complications of birth 1
Type of delivery Caesarean section 2 8
Vaginal section 1
Primigravida 1 1
Newborn–related factors
Gender of baby 2 9
Health of baby Un healthy 2 3
Type of feeding Feeding by formula 5 6
Birth of first child 1 1
Care of baby Difficulties caring of baby 2 2