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A Systematic Review on Maternal Mental Health Scales for Pregnant Women

Shraddhesh K. Tiwari & Aparna Sharma

This study was designed to review the psychometric properties and cultural gaps in existing maternal mental health scales. Google Scholar, PubMed and PsycINFO were used to search published articles from 2005 to 2025 on Maternal Mental Health Scales and PRISMA guidelines followed to include the scale studies. The results brought 26 scales which deal with domains of pregnancy issues such as anxiety, maternal stress, pregnancy experience etc. The available scales were reviewed for their sample, number of items, domains, response format, psychometric properties, language and study location, country and their cultural context. The present study highlights the progress of maternal mental health, during the last two decades, along with the substantial disparities between developed and developing countries.


Introduction:

Maternal mental health includes a woman's emotional and psychological well-being from preconception period to pregnancy (antenatal), and postpartum (postnatal) phase. It is an umbrella term of mental health conditions in which anxiety, depression, stress-related disorders can be seen in pregnancy (WHO, 2022). Maternal mental health is crucial for both mother and developmental outcomes of the fetus and infants. Kingston et al (2012) demonstrated that the psychological state of women during the preconception phase affects health seeking behavior, conceptions related decisions and accomplish pregnancy related challenges. Untreated mental health issues may be a greater risk of obstetric complications, including, preterm birth, and low birth weight in infants (Glover, 2014). Fluctuation of hormone level and psychosocial stressors worsen present mental health issues and trigger new ones. Elevated risk of complications like intrauterine growth restriction and poor maternal fatal bonding are found prevalent and associated with anxiety and antenatal depression (Biaggi et al., 2016). Mental health disorder is mostly common in women during pregnancy and postpartum period including depression anxiety, stress and post-traumatic stress disorder. Globally, Antenatal depression is found in approximately 10–20% of pregnant women (Fisher et al 2012). However, this data may be higher in low and middle-income countries with a range of 15% -25% followed by socioeconomic stressors (Gelaye et al., 2016). Generally, it has been seen that postpartum depression arises in new mothers around 13-19% worldwide. It initiates within the first six months after delivery and last long time if it is not treated timely. Indian studies suggest the prevalence of 22% to 26% as a growing public health concern (Upadhyay et al., 2017). Anxiety disorder is found to be a strong predictor of postpartum anxiety and depression, and 15-20 % pregnant women experience clinically significant anxiety symptoms (Dennis et al., 2017). Perceived stress and life event stress are reported by 20-30% of women during pregnancy and found as adverse birth consequences such as low birth weight and preterm labor (Lebel et al., 2020). Maternal mental health is a significant contributor in negative child health and development. WHO (2022) reported perinatal mental illness is a leading factor of maternal mortality and suicide. Low resource settings and inadequate treatment affect around 75% of women. In addition, WHO emphasizes the integrated care system into maternal and child health to assure early detection and comprehensive support for pregnancy care. Now a days, various standardized psychological tools are available for screening, diagnosis, and monitoring of maternal mental health conditions, such as Pregnancy-Specific Anxiety Tool (Bayrampour et al, 2023), Pregnancy Related


Shraddhesh Kumar Tiwari, Ph.D. Dept of Psychology, and Aparna Sharma, Ph.D. Dean, School of Liberal Arts, Noida International University, Greater Noida UP (India), Email: sktiwari057@gmail.com (Corresponding Author).

Keywords: Pregnant women, Systematic Review, Psychological Health, Pregnancy Care

Review on Pregnant Women: 51


Anxiety Scale (Brunton et al, 2019), Anxiety Assessment Scale for Pregnant Women (Durat et al, 2018), Pregnancy Related Anxiety Questionnaire (Purkhajuee et al, 2016), Pregnancy Concerns Scale (Nakic Radoš et al 2015). In this regards, stress and distress scales are developed within last 10 years for example, Pandemic-Related Pregnancy Stress Among Pregnant Women (Garcia-Silvaa et al, 2021), Perceived Prenatal Maternal Stress Scale (Gangadharan et al 2019), Healthy Pregnancy Stress Scale (Frazier et al 2018), Korean Pregnancy Stress Scale (Kim et al, 2018) and Psychosocial Stress for Pregnant Women (Devisree, 2018). Other scales that contribute to maternal mental health are also explored by various psychologists such as women empowerment scale, attachment scale, social capital, pregnancy outcome, baby outcomes etc. These scales are developed to screen, diagnose or continuous monitoring of symptoms, severity and early treatment. The developed scales are having lack of cultural sensitivity and validation for diverse populations. Diverse settings exist in terms of countries income level, cultural sensitivity and original scales validation of diverse populations. However, some scales are not developed on pregnant women but validated on respective samples and generalized for all populations. Cultural mismatch can be misdiagnosed particularly in non-western and low middle-income countries where health belief systems are found significantly different, for example, Asian and African cultures could not capture the most common somatic symptoms (Kirmayer, 2001). Language barriers, socio demographic variables like education, socioeconomic status also affect mental status. The newly developed tools are very effective, but not accountable for context factors. In addition, the ―one-size-fits-all‖ approach reduces the effectiveness of scales across diverse cultural and linguistic settings and consequently inappropriate and inequitable maternal mental health care. Therefore, cultural limitations in maternal mental health practices are crucial for promoting equitable mental health care. It has been seen that local beliefs, idioms of distress, family structure and gender norms are not considered. Keeping this in mind, the objective of the present study is 1) to find out the existing scales developed on pregnant women to examine the psychometric properties and 2) to review the domains of included scales on pregnant women globally for two decades.


Method

Search Strategy

A wide range of scales published in scientific journals with statistical analysis were searched. Scales only developed on pregnant women were included. Google scholar, PubMed and PsycINFO are used to search published articles from 2005 to 2025. Search strategy was done with the following key words: anxiety, depression, maternal stress, and pregnancy experience, prenatal care, family support, body understanding, women empowerment, bonding, quality of life and social capital. Flow chart of Included scale studies mentioned in Fiugure-1.


Fig. 1: Flow Chart of Inclusion of Studies (PRISMA 2009)

52: Tiwari & Sharma


Measures:

Detailed description of scale articles with arranged with authors, year, of publication, sample size, number of items, response format, psychometric properties, and country is mentioned in table-1 and 2.


Procedure:

The scales were carefully reviewed and checked by two authors. The search of literature, review process and tabulation, sorting duplicate studies, various sub-headings i.e., name of scale, authors and publication years, sample size, number of items, measured dimensions, types of rating scales, psychometric properties, language, and country are done collectively. Further, scales were discussed as per domain specific constructs and their country with cultural perspective in which scales are developed.


Results:

The study was focused on review of scales developed on pregnant women and their validation

studies on different regions, language and countries. Included scales were widely reviewed in terms of sample characteristics, scale characteristics, country of origin and years of development. Psychological health outcome variable extracted from wide range of scales which focal themes were to assess anxiety, stress, quality of life, family support, body understanding, social capital, women empowerment, bonding and pregnancy experience. Detailed description of the scales’ psychometric properties is mentioned as followed:


Sample Characteristics

Twenty-six scales originally developed on pregnant women, were included in the study. The minimum sample size is 20 and the maximum is 1144. The average number of items was 25, ranging from 5 to 70.


Psychometric Properties of the scales

24 scales (92.30) reported Cronbach’s alpha. Only one scale (3.84%) mentioned reliability score. 12 scales (46.15) are mentioned in both statistical techniques exploratory and confirmatory factor analysis, 7 scales (26.92%) studies are used only in exploratory factor analysis. In addition, 5 scales (19.23%) utilized sensitivity and specificity. 3 scales (11.53%) reported content validity, 2 scale studies (7.69%) describe multidimensional scaling, 1 scale (3.84%) used t-test, 3 studies (11.53%) mentioned correlation

coefficient, 5 scales (19.23%) used construct validity, 4 scale studies (15.38%) concurrent validity, 1 scale study (3.84%) examined cross cultural validity, 4 scale (15.38%) reported convergent validity, 2 scales studies (7.69%) mentioned divergent and criterion validity.


Table-1: Description of sample size, number of items and psychometric properties of scales on pregnant women.


S.N.

Author(s)

Sample

Items

Rating Point Scale

(Cronbach’s

Alpha)

Country

1

Crossland et al (2025)

716

32

6

(0.63-0.89)

United Kingdom

2

Aydogan Gedik S et al. (2025)

369

21

4

(0.919)

Turkey

3

Kitamur et al (2025)

321

33

NA

NA

Japan

4

Yogeshwar et al (2025)

254

25

NA

(0.88)

India

5

Jannah et al (2024)

20

70

5

(0.80-0.91)

Malaysia

6

Esra Öze et al (2024)


26


(0.70)

Turkey

7

Bayrampour et al (2023)

819

33

4

(0.93)

Canada



Review on Pregnant Women: 53


8

Afulani et al (2021)

293

26

4

(0.95)

USA

9

Uddin et al (2021)

30

18

4

(0.78)

Bangladesh

10

Agampodi et al (2019)

493

24

NA

(0.94)

Shri Lanka

11

Kirk et al (2019)

613

20

5

(0.88)

UK

12

Gangadharan et al (2019)

356

15

4

(0.83)

India

13

Frazier et al (2018)

282

18

6

(0.82)

Georgia

14

Kim et al (2018)

388

43

4

(85- 0.86)

Korea

15

Devisree (2018)

190

29

3

(0.73)

India

16

Durat et al (2018)

269

9

5

(0.77)

Saudi Arab

17

Cuijlits and et al (2016)

1,050

5

4

(0.79 -.87)

Netherlands

18

Purkhajuee et al (2016)

187

17

7

(0.78),

Iran

19

Huizink et al (2016)

1,144

10

5

(0.80),

Netherlands

20

Borghei et al (2016)

161

38

4

(0.92)

Iran

21

Somerville et al (2014)

437

31

4

(0.86-0.90),

Australia

22

Vachova et al (2013)

225

26

5

(0.70)

Czech

23

Pop et al (2011)

419

17

4

(0.78)

Netherlands

24

Kazi et al (2009)

421

12

5

(0.75 -0.86),

Pakistan

25

DiPietro et al (2008)

112

10

4

(0.82- 0.83)

U.S.

26

Kameda et al (2008)

173

42

4

(0.89)

Japan

Abbreviations: EFA -Exploratory Factor Analysis, CFA – Confirmatory Factor Analysis


Table-2: Number of domains and description of included scales developed on pregnant women


S.

N.

Name of Scale

Author(s)

No. of Domains

Domain Name

1

Multidimensional Assessment of

Interoceptive Awareness

Crossland et

al (2025)

8

Noticing, Not distracting, Not worrying,

Attention regulation, Emotional awareness, Self-regulation, Body listening, Trusting

2

Aydoğan-Depression Screening Scale

for Pregnant

Aydogan Gedik

S et al. (2025)

4

Low energy, Pessimism, Worthlessness -

Guilt, Depressed Mood

3

Mental Health Screening

Questionnaire

Kitamur et al

(2025)

5

Antenatal  depression,  Tokophobia,  Fetal

bonding disorder, Suicidality, and Emesis

4

Quality of life of pregnant females

Yogeshwar et

al (2025)

4

Physical, Activities of Daily Living, Social

and Psychological

5

Questionnaires for Measuring Pregnancy  Anxiety,  Sleep  Quality,

Knowledge Level, and Birth Readiness

Jannah et al (2024)

4

Anxiety, Sleep quality, Knowledge Level, Birth Readiness

6

Quality of life in pregnancy scale

Esra Öze et

al (2024)

5

Perception of general satisfaction, Emotional

domain, Physical domain, social support systems, social domain

7

Pregnancy-Specific Anxiety Tool

Bayrampour et al (2023)

6

Severity, Health and Wellbeing of the baby,

Labor and Pregnant Person’s Well-being, Postpartum, Career and Finance, Support

8

Person-Centred Prenatal Care Scale for

People of Colour

Afulani et al

(2021)

3

Dignity and Respect, Communication and

Autonomy, Responsive and Supportive Care

9

Family  Support  Scale  for  Newly

Pregnant Women

Uddin et al

(2021)


Perceived support from family

10

Social Capital Assessment Tool in Pregnancy for Maternal Health

Agampodi et al (2019)

4

Structural Bonding, Structural Bridging, Social Contribution and Cognitive Bonding

11

Body  Understanding  Measure  for

Pregnancy Scale

Kirk et al

(2019)

3

Appearance, Weight, Physical



54: Tiwari & Sharma


12

Perceived Prenatal Maternal Stress Scale

Gangadharan et al (2019)

4

Perceived  Social Support, Pregnancy Specific Concern,  Intimate  Partner

Relationship and Financial Concern

13

Healthy Pregnancy Stress Scale

Frazier et al

(2018)

2

General Pregnancy Stress, and Relationship

Strain

14

Korean Pregnancy Stress Scale

Kim et al (2018)

8

Physical and Psychological Changes, Coping in Daily Life, Health of the mother and Baby, Maternal Role, Family Support, Healthcare Services, Social Atmosphere,

and Reconciliation of Work Life

15

Psychosocial Stress for Pregnant Women

Devisree (2018)

4

Pregnancy Related, Hospital Provider Related, Concern Work Related, Spousal

Related

16

Anxiety assessment scale for pregnant

women in labor

Durat et al

(2018)

2

Birth process, Motherhood constellation

17

Pre- and Postnatal Bonding Scale

Cuijlits and et al (2016)

1

Pre and post bonding items

18

Pregnancy Related Anxiety Questionnaire

Purkhajuee et al (2016)

5

Self-Centred Fear, Fear of Child with Health

Issues, Fear of Childbirth, Fear of Change and Fear of Change in Marital Relationship

19

Pregnancy Anxiety Questionnaire–Revised for All Pregnant Women

Huizink et al (2016)

3

Fears of Giving Births, Worries About Bearing a Handicapped Child and Concern

about Own Appearance

20

Iranian Pregnant Women’s

Empowerment

Borghei et al

(2016)

3

Educational Empowerment, Autonomy,

Socio-Political

21

The Perinatal Anxiety Screening Scale

Somerville et al (2014)

4

Acute anxiety an adjustment, General worry

and specific fear, Perfectionism, control and trauma, and social anxiety

22

Specific Quality of Life Questionnaire for Physiological Pregnancy

Vachova et al (2013)

4

Physical, Psychological, Social Relation and Environmental

23

Development of the Tilburg Pregnancy

Distress Scale

Pop et al

(2011)

2

Confinement, Delivery and General Health

24

A-Z stress scale for pregnant women

Kazi et al (2009)

3

Concern About Birth and Baby, Concern About Physical Symptom and Body Image,

Concern About Emotional and Relationships

25

The Pregnancy Experience Scale –

Brief Version

Di Pietro et

al (2008)

2

Uplifts, Hassels

26

Pregnant Women Empowerment Scale

Kameda et al (2008)

5

Self-efficacy, Self-esteem, Future image,

Support and assurance from others, Joy of an addition to the family


Response Format and Rating Scales

All scale articles were found to be self-report scales. 23 scales are rating scales (4 to 7 points scales), whereas 3 scales did not mention their types.


Domains of the Scale:

The factors were spread from unidimensional to 8 dimensions. The number of scale domains are subdivided into 7 categories. 2 scales (7.69%) reported 8 domains, 1 scale (3.84) 6 domains, 4 scales

(15.38%) 5 domains, 8 scales (30.76) 4 domains, 5 sales (19.23%) 3 domains, 4 scales (15.38%) 2 domains, and only 2 scales (15.38%) reported unidimensional.

Country of Study:

Review on Pregnant Women: 55


The 3 scale studies (11.53%) are conducted in two countries(USA and India). 2 scale studies conducted in five countries (UK, Netherlands, Japan, Iran, and Turkey) and 1 scale studies conducted in 10 countries (Canada, Australia, Czech, Bangladesh, Korea, Malaysia, Sri Lanka, Saudi Arab, Korea, and Pakistan).


Specific Issues Covered by Scales:

Six (6) scales emphasise on pregnancy related anxiety (23.7%), 6 scales on maternal stress (23.7%), 3 scales on quality of life (11.53%), 2 scales on depression (7.69%), 2 scales on women empowerment (7.69%) and one scale deals on family support (3.84%), self-evaluation (3.84%), awareness (3.84%), body understanding (3.84%), social capital (3.84%), pregnancy experience (3.84%), and pre- post bonding (3.84%). The maximum number of scales are developed to deal the issues like anxiety and stress.


Discussion:

Development of psychological health scales are designed to assess a particular construct and get it valuable and relevant for specific culture. Many scales are validated on various languages and country specific samples. It is a well-known phenomenon that the pregnancy period is crucial for both mother and her baby. Biaggi et al (2016) wrote that psychosocial stressor and hormonal changes trigger mental health. Untreated mental health issues could have an adverse effect on mother and baby. Initially, the objective of this study was to find out the published scales on pregnant women and examine its psychometric properties. These scales provide 12 specific mental health areas and tightly adhere to issues like anxiety, stress, depression, fear, family support, body understanding, social capital, women empowerment, bonding, and pregnancy experience.


Psychometric Properties of the Scale

The findings indicate that the number of scales developed during last decade increased comparatively to the earlier decades. These elevated numbers justify the awareness and consciousness of societies towards maternal mental health globally. Out of these scales, a wide range of sample size have been used. It ranged between sample size 20 (Jonnah et al 2025) to 1144 (Huizink et al 2016) pregnant women. The scale items are ranged between 5 to 70 items. Pre and post bonding scale are reported 5 items (Cuijilts et al2016), and questionnaire for measuring pregnancy anxiety, sleep quality, knowledge level, and birth readiness mentioned 70 items (Jonnah et al 2025). All scales are recognized as self-reported and diverse rating point scales like 3-point scale to 7-point scale. Most scales used a 4 and 5-point rating point scale. Apart from that, 24 scales reported internal consistency Cronbach alpha, 12 scales mentioned exploratory and confirmatory factor analysis, 7 scale studies performed only exploratory factor analysis. To screen mental health issue, cut off scores to determine the severity of issues, 5 scales, 2 scales for depression (Aydogan Gedik S et al, 2015; Kitamur et al 2025), 2 scales or anxiety (Bayrampour et al 2023; Somerville et al 2014), and 1 scale related to self-evaluation (Afulani et al, 2021) are mentioned area under curve sensitivity and specificity. Besides these, variety of statistics to achieve psychometric properties are performed in scales like content validity (3 scales), construct validity (5 scales), concurrent validity (4 scales), cross cultural validity (1 scale), convergent validity (4 scales), divergent and criterion validity (2 scales), and finally 2 scales used multidimensional scaling.


Domains of Published Scales:

The published scales prominently emphasise on anxiety, stress, quality of life, depression, etc. Out of these scales, 6 scales concentrated on anxiety, 6 scales on stress, 3 scales on quality of life and others on specific area such as self-evaluation, social capital, pregnancy experience, bonding, and family support. If we take a glance, in the last one decade 2016-2025 four scales are included whereas 2 scales in the second decade 2005-2014. Anxiety scales assess various conditions of anxiety like self-related, family related,

56: Tiwari & Sharma


society related and others of pregnancy specific concerns. Jonnah et al (2024) mentioned in his scale about general anxiety, sleep quality, knowledge level anxiety and birth readiness. Durat et al (2018) extracted a domain motherhood constellation. Apart from that, self-centred fear, fear of childbirth, fear of change (Purkhajuee et al 2016), concerned about appearance (Huinzik et al 2016), acute anxiety and adjustment. General worry, specific fear, perfectionism, control and trauma (Somerville et al 2014) are mentioned in these scales. Moreover, family level anxiety issues are concentrated to birth process, baby health and wellbeing, during pregnancy wellbeing, postpartum issues, marital relationship, and worries about bearing a handicapper child (Bayrampour et al 2023; Durat et al 2018; Pukhajuee et al 2026; Huinzik et al 2016). Societal level anxiety in pregnant women can be seen towards career, finance, and support (Bayrampour et al, 2023), social anxiety (Somerville et al 2014). There are various concern areas explored by respective authors which originate from various cultural and different settings. Jannah et al (2024) extracted a domain of knowledge level in his scale, whereas birth readiness and support (Bayrampour et al, 2023), control and trauma (Somerville et al, 2014) domains are classified into other domains. Nevertheless, extracted and identified domains in anxiety scales represent culture and region-specific anxiety issues.

The second objective of the study was to examine the number of domains included in the study. Most of the scales included stress scale on pregnant women. The number of domains is ranged from 2 -8, identified as general and specific stress. General stress reflects non targeted concern experience during pregnancy such as daily coping, general health or social environment. General stress is discovered in scales as general pregnancy stress, relationship strain (Frazier et al 2018), stress related to physical and psychological changes, coping in daily life, health of mother and baby, maternal role, family support health care services, social atmosphere and work life reconciliation (Kin et al 2018), general health, confinement and delivery (Pop et al 2011). On the other hand, specific stress is known as concern about perceived social support, pregnancy specific concern, intimate partner relationship, financial concern. Another domain identified as specific stress is pregnancy related, hospital provider related, work related, spouse related (Diversee et al 2018), concern about baby and birth, physical symptoms, body image, emotional and relationship (Kazi et al 2009).

Two scales are contained to assess depression. A recent scale developed by Aydogan depression screening scale assesses 4 domains namely low energy, pessimism, worthlessness-guilt, depressed mood (Aydogan Gedik et al 2025). Whereas, another published scale is mental health screening questionnaire compass five domains i.e., antenatal depression, tokophobia, fetal bonding disorder, suicidality, and emesis (Kitamur et al 2025). Furthermore, three scales comprise quality of life. Out of the three, two scales assess quality of life of pregnant women, and specific quality of life questionnaire for physiological pregnancy characterized with four domains. First one is exposed to 4 domains i.e., physical activities of daily living, social and psychological (Yogeshwar al 2025). However, a specific quality of life scale pointed out 4 domains, physical, psychological, social relationship and environmental (Vachova et al 2013). The third scale that measures quality of life in pregnancy scaly extracted five domains perception of general satisfaction, emotional domains, physical domains, social support system, and social domains (Esraoze et al 2024). Overall, except one or two domains, mostly assess the same domains. Two empowerment scales for pregnant women are included, first is pregnant women empowerment scale designed with five extracted domains i.e., self-efficacy, self-esteem, future image, support and assurance from others, joy of an addition to the family (Kameda et al 2008). The second scale is developed by Borghei et al (2016) extracted domains for Iranian pregnant women empowerment with three domains educational empowerment, autonomy and socio-political.

The rest of the seven included scales measure scattered areas in the welfare of pregnant women and their mental health. So, these scales are not categorized specifically. These scales cover the specific context like interoceptive awareness, self-evolution, family support, social capital, body understanding, bonding and pregnancy experience. In recent years, multidimensional assessment of interoceptive awareness scale developed in 2025 with 8 domains namely noticing, not distracting, not worrying, attention regulation, emotional awareness, self-regulation, body listening, and trusting. (Crossland et al 2025).

Review on Pregnant Women: 57


Afulani et al (2021) developed Prenatal Care Scale for people of colour, and identified three domains dignity and respect, communication and autonomy, responsive and supportive care. In addition, developed scale extracted unidimensional scale of family support for newly pregnant women (Uuddin et al 2021), 4 domains i.e., structural bonding, structural bridging, social contribution and cognitive boding in social capital assessment tool in pregnancy maternal health (Agampodi et al 2019), 3 domains related to appearance, weight, and physical in body understanding measure for pregnancy scale (Kirk et al 2019). Unidimensional scale of pre- and post-natal bonding scale (Cuijlits et al 2016), and in last 2 domains uplifts and hassles in pregnancy experience scale brief version.


Conclusion:

Psychometric properties and scale domains are the most important subject matter of any measurement scale. This study reviews the published scale development articles with terms of inclusion and exclusion criteria. In addition, current decade (2016 to 2015) is more concentrated to development of maternal mental health scales globally with more than 12 domains of anxiety, depression, maternal stress, and pregnancy experience, prenatal care, family support, body understanding, women empowerment, bonding, quality of life and social capital with robust psychometric properties. This comprehensive review on a developed scale provides a platform to investigators working in the field of women mental health. Classified domains in self, family social and occupation level encompasses the actual scene of pregnancy period and support to investigators study concepts during respective period.


References:

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Biaggi, A., Conroy, S., Pawlby, S., & Pariante, C. M. (2016). Identifying the women at risk of antenatal anxiety and depression: A systematic review. Journal of affective disorders191, 62–77. https://doi.org/10.1016/j.jad.2015.11.014

Borghei, N. S., Taghipour, A., Roudsari, R. L., & Keramat, A. (2016). Development and validation of a new tool to measure Iranian pregnant women's empowerment. Eastern Mediterranean Health Journal = la revue de sante de la Mediterranee Orientale = al-Majallah al-sihhiyah li-sharq al-mutawassit, 21(12), 897–905. https://doi.org/10.26719/2015.21.12.897

Crossland, A. E., Munns, L.B., Preston, C. E. J. (2025). Analysing the factor structure of the MAIA scale for pregnant women: Development of the MAIA-Preg. PLoS One 20(5): e0322499. https://doi.org/10.1371/journal.pone.0322499

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