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Table 1 Characteristics of included studies in this review

From: Assessing eating disorder symptoms in low and middle-income countries: a systematic review of psychometric studies of commonly used instruments

First author (Publication year)

Country

Questionnaire language

Eligibility criteria for participants

Sample size

Age, years, mean ± SD

Sex

Instrument

Mode of administration

Items

Domains

Evaluation of Psychometric properties according of Cut-off points

Tong [25]

China

Mandarin

Individuals with an EDs who came to Wuhan Hospital for psychotherapy or Wuhan Mental Health Center for treatment were included. Individuals with an EDs were diagnosed according to the DSM-IV criteria for AN or BN. The control group was undergraduate and graduate students from the China University of Geosciences in Wuhan without eating disorders

84

19.9 ± 3.2

Female/Male

Eating Disorder Examination

Interview

62

Restraint Eating Concern Shape Concern Weight Concern

Discriminant validity: AN

BN Individuals without EDs

Statistically significant difference

Diagnostic performance:

AUC not assessed

Reliability

Internal consistency: Cronbach's alpha coefficient: good

Test–retest:

Spearman coefficient: strong correlation

Penelo [31]

Mexico

Spanish

School children of both sexes (under 18 years old) of the Mexican population in Nayarit, in urban and rural areas. Participants were excluded if they did not answer the complete questionnaires

2928

15.1 ± 1.7

Female/Male

Eating Disorder

Examination Questionnaire

Self-report

38

Restraint Eating Concern Shape Concern Weight Concern

Convergent validity: Questionnaire on Influences of Aesthetic Body Ideal: moderate correlation

EDI-2: weak to strong correlation

Children’s Eating Attitudes Test: moderate correlation

Construct validity: Confirmatory factor analysis: χ2/df: adequate fit

RMSEA: good fit CFI: mediocre adjustment Factor loadings: minimum level

Measurement invariance:

Model equal factor loading:

χ2/df: adequate fit

RMSEA: acceptable fit

CFI: mediocre adjustment

Model equal intercepts

χ2/df: inadequate fit

RMSEA: acceptable fit

CFI: mediocre adjustment

Reliability

Internal consistency:

Omega coefficient: good

Test–retest:

ICC: good

Cohen’s Kappa coefficient: discrete

Becker [28]

Fiji

Fijian

The population of all available Fijian ethnic origins, aged 15–20, enrolled on Forms 3 to 6 in the 12 secondary schools registered in an administrative sector of the Fijian Ministry of Education in October 2006 were included

523

16.6 ± 1.0

Female

Eating Disorder Examination Questionnaire

Self-report

28

Restraint Eating Concern Shape Concern Weight Concern

Convergent validity: Fijian Body Shape Concern and Dissatisfaction Questionnaire:

moderate correlation Questions on Tradition and Change: weak correlation

Global School-Based Student Health Survey: weak to moderate correlation Construct validity Exploratory factor analysis:

KMO and Bartlett’s test not evaluated

Factor loadings: high level Reliability

Internal consistency: Cronbach's alpha coefficient: moderate to good

Test–retest:

ICC: moderate

Cohen’s kappa coefficient poor to substantial

Mahmoodi [30]

Iran

Persian

Female students from three medical universities of Tehran, Iran (including University of Social Welfare and Rehabilitation Sciences; Tehran University of Medical Sciences; and Islamic Azad University, Tehran Medical Branch) were included. Participants were excluded if they did not agree to participate or did not complete the instrument

516

23.7 ± 3.1

Female

Eating Disorder Examination Questionnaire

Self-report

28

Restraint Eating Concern Shape Concern Weight Concern

Convergent validity:

Clinical Impairment Assessment: weak correlation Binge Eating Scale: moderate correlation

Discriminant validity:

Underweight students

Overweight student

Healthy weight student

Statistically significant difference

Reliability

Internal consistency: Cronbach's alpha coefficient: excellent

Lewis-Smith [24]

India

English

Adolescents aged 11 to 15 years from four urban private secondary schools in Delhi, North-West India were included. Participants with > 10% of questionnaires items missing were excluded

1465

13.0 ± 0.8

Female/Male

Eating Disorder Examination Questionnaire

Self-report

28

Restraint Eating Concern Shape Concern Weight Concern

Convergent validity: Body Esteem Scale for Adolescents and Adults: rho: moderate correlation

Construct validity: Exploratory factor analysis: Relative χ2: good fit

RMSEA: acceptable to good fit

CFI: mediocre adjustment to good fit TLI: mediocre adjustment SRMR: good fit

Factor loadings: high level

Confirmatory factor analysis: Relative χ2: inadequate fit

RMSEA: good fit

CFI: good fit

TLI: mediocre adjustment SRMR: good fit

Measurement invariance:

CFI; RMSEA and SRMR not assessed

Reliability

Internal consistency: Cronbach's alpha coefficient: excellent

Tests-retest:

Cohen’s kappa coefficient: discrete to moderate

Unikel-Santoncini [26]

Mexico

Spanish

Women in psychiatric consultation at the Salvador Zubirán National Institute of Medical Sciences and Nutrition in Mexico City, diagnosed with AN or BN, were included. The control group was high school students without a diagnosis of eating disorders from a private school in Mexico City

495

19.3 ± 2.5

Female

Eating Disorder Examination Questionnaire

Self-report

28

Restraint Eating Concern Shape Concern Weight Concern

Construct validity: Confirmatory factor analysis: χ2/df: adequate fit

RMSEA: acceptable fit

CFI: good fit TLI: good fit SRMR: good fit Factor Loadings: high level

Reliability

Internal consistency: Cronbach's alpha coefficient: excellent

He [22]

China

Mandarin

Chinese undergraduate students under 25 years of age were included

1068

20.1 ± 1.0

Female/Male

Eating Disorder Examination Questionnaire–Short

Self-report

12

One-dimensional

Convergent validity: Eating Attitude Test‑26: r: moderate correlation

Kessler Psychological Distress Scale: moderate correlation

Construct validity: Confirmatory factor analysis: χ2/df: adequate fit

CFI: mediocre adjustment TLI: mediocre adjustment RMSEA: mediocre adjustment Factor Loadings: high level Item response theory: Rasch modeling: Unidimensionality Variance explained: strong Unexplained variance: good Eigenvalue: acceptable Item calibration Inft: productive

Outfit: productive

Person separation index: good Person separation reliability: good DIF: intermediate to large

Reliability

Internal consistency: Cronbach's alpha coefficient: good

Test–retest:

ICC: good

Yucel [27]

Turkey

Turkish

Students belonging to primary and secondary schools representing low, medium, and high socioeconomic status in Istanbul were included

925

15.5 ± 1.8

Female/Male

Eating Disorder Examination Questionnaire

Self-report

28

Restraint Eating Concern Shape Concern Weight Concern

Convergent validity: Eating Attitudes Test: moderate correlation

Turkish version of the general health questionnaire: moderate correlation

Body image satisfaction questionnaire: null correlation Internal consistency: Cronbach's alpha coefficient: excellent

Test–retest: Pearson correlation coefficient: very strong

Ramli [32]

Malaysia

Bahasa Malaysia

From four secondary schools, adolescents aged 12 to 17 were selected by stratified quota sampling to represent the Malaysian population with a ratio of race, gender, and academic performance were included. Specific ethnic groups were excluded

298

10 ± 8.2

Female/Male

Eating Disorder Examination Questionnaire

Self-report

36

Restraint Eating Concern Shape Concern Weight Concern

Construct validity: Confirmatory factor analysis: KMO: good Factor loading: minimum to high level

Internal consistency: Cronbach's alpha coefficient: good

Mohd Taib [23]

Malaysia

Malay

University students from various disciplines in a public university in Klang Valley, Malaysia, were included. Participants were bilingual Malaysians (Malay—native language or English—instructional medium of the university)

595

21.9 ± 1.2

Female/Male

Eating Disorder Examination Questionnaire

Self-report

28

Restraint Eating Concern Shape Concern Weight Concern

Convergent validity: Eating Attitudes Test: moderate correlation

World Health Organization Quality of Life Brief: weak correlation

Construct validity: Exploratory factor analysis: KMO and Bartlett’s test not evaluate

Factor loadings: minimum to high level

Internal consistency: Cronbach's alpha coefficient: excellent Test–retest: Pearson correlation coefficient: strong

Compte [29]

Argentina

Spanish

Men living in communities in Argentina from four groups of college students, weightlifters, cross-fit gymnasiums, and rugby players were included

986

26.5 ± 6.7

Male

Eating Disorder Examination Questionnaire

Self-report

28

Restraint Eating Concern Shape Concern Weight Concern

Construct validity: Confirmatory factor analysis: χ2/df: adequate fit

CFI: good fit

TLI: mediocre adjustment to acceptable fit

SRMSR: good fit

RMSEA: acceptable to marginal fit

Measurement invariance:

Configural vs Metric:

ΔCFI: non invariance

ΔRMSEA: non invariance

ΔSRMR: strong invariance

Metric vs Scalar:

ΔCFI: non invariance

ΔRMSEA: non invariance

ΔSRMR: strong invariance

Internal consistency: Omega coefficients: good to excellent

Unikel-Santoncini [33]

Mexico

Spanish

Women diagnosed with an EDs according to the DSM-IV criteria through a clinical interview were included

523

19.9 ± 3.9

Female

Eating Disorder Inventory

Self-report

64

Drive for Thinness Bulimia Body Dissatisfaction

Perfectionism

Ineffectiveness

Interpersonal Distrust Interoceptive Awareness

Maturity Fears

Convergent validity: Symptom check list: moderate to strong correlation Coopersmith Self Esteem Inventory: null correlation Construct validity: Exploratory factor analysis: KMO and Bartlett’s test not evaluated

Factor Loadings: high level Internal consistency: Cronbach's alpha coefficient: excellent

García-García [34]

Mexico

Spanish

Women diagnosed with an EDs according to the criteria of the DSM-IV, through a clinical interview were included

47

18.4 ± 3.6

Female

Eating Disorder Inventory—2

Self-report

91

Drive for Thinness Bulimia Body Dissatisfaction

Perfectionism

Ineffectiveness

Interpersonal Distrust Interoceptive Awareness

Maturity Fears Asceticism Impulse Regulation Social Insecurity

Diagnostic performance: AUC not assessed

Internal consistency: Cronbach's alpha coefficient: good

Dadgostar [36]

Iran

Persian

Participants over 18 years of age from Iranian universities were included. Participants with questionnaires with more than 20% missing data were excluded from the analyses

452

22.3 ± 4.0

Female/Male

Eating Disorder Inventory—3

Interview

91

Drive for Thinness

Bulimia Body Dissatisfaction

Low Self-esteem

Emotional Dysregulation

Perfectionism

Asceticism

Interoceptive Deficit

Maturity Fear Interpersonal insecurity

Personal Alienation Interpersonal Alienation

Content validity: Validity index for clarity: acceptable standard

Validity index for relevancy: acceptable standard

Comprehensiveness of the survey: acceptable

Internal consistency: Cronbach's alpha coefficients: questionable to good

Test–retest: ICC: moderate

Rutsztein [35]

Argentina

Spanish

Women aged between 13 and 19 years old, from middle school in the City of Buenos Aires or Greater Buenos Aires, who agreed to participate in the study, and presented the informed consent signed by someone parental were included. Students who presented severe communication difficulties and questionnaire understanding were excluded

725

15.1 ± 1.3

Female

Eating Disorder Inventory—3

Self-reported

91

Drive for Thinness

Bulimia Body Dissatisfaction

Low Self-esteem

Emotional Dysregulation

Perfectionism

Asceticism

Interoceptive Deficit

Maturity Fear Interpersonal insecurity

Personal Alienation Interpersonal Alienation

Construct validity: Exploratory factor analysis: Eating Disorder Risk Scale: Bartlett's test: statistically significant

KMO: very good

Scales of psychological characteristics: Bartlett's test: statistically significant KMO: very good

Internal consistency: Cronbach's alpha coefficient: questionable to excellent

Savaşır [21]

Turkey

Turkish

Women from the province of Ankara aged between 11 to 70 years who attended secondary schools, nursing colleges, medical schools, conservatories, dancers, and different socioeconomic levels were included. Elementary school students were excluded

745

23 ± 5.4

Female

Eating Attitudes Test-40

Self-reported

40

Dieting Bulimia and food preoccupation Oral control

Construct validity: Exploratory factor analysis: KMO and Bartlett’s test not evaluated

Factor loadings: minimum to high level

Internal consistency: Cronbach's alpha coefficient: acceptable

Nasser [37]

Egypt

Arabic

Girls aged between 15–16 years old from the first year EL-Nile Secondary is a State School were included

351

15.7 ± 7.7

Female

Eating Attitudes Test-40

Self-reported

40

Dieting Bulimia and food preoccupation Oral control

Construct Validity: Confirmatory Factor Analysis: Factor loadings: middle to high level

Reliability:

Internal consistency: Cronbach's alpha coefficient: unacceptable to good

Alvarez-Rayón [40]

Mexico

Spanish

Female participants aged between 15 and 29 years from outpatients with eating disorders treated at the Eating Disorders Clinic at the National Institute of Psychiatry in Mexico City seen in consultation and college or undergraduate students at the National Autonomous University of Mexico were included

556

19.3 ± 3.7

Female

Eating Attitudes Test-40

Self-reported

40

Dietary Restraint Bulimia Drive Thinness

Food Preoccupation Perceived Social Pressure

Discriminant validity: Individuals with EDs Control Group

Statistically significant difference

Construct validity: Exploratory factor analysis:

KMO and Bartlett’s test not evaluated Factor Loadings: middle to high level

Diagnostic performance: AUC not assessed

Reliability

Internal consistency: Cronbach's alpha coefficient: excellent

Nunes [41]

Brazil

Portuguese

Women aged between 12 to 29 years from the city of Porto Alegre, Southern Brazil were included

163

24.2 ± 3.9

Female

Eating Attitudes Test-26

Self-reported

26

Dieting Bulimia and Food Preoccupation Oral Control

Diagnostic performance: AUC not assessed

Reliability

Internal consistency: Cronbach's alpha coefficient: acceptable

[42]

Brazil

Portuguese

Male adolescents aged between 10 to 19 years enrolled in private or public schools in Juiz de Fora, Brazil were included. Participants who did not answer the questionnaires in full or because they did not participate in anthropometric measurements were excluded

357

14.2 ± 2.2

Male

Eating Attitudes Test-26

Self-reported

26

Dieting Bulimia and Food Preoccupation Oral Control

Convergent Validation: Body Shape Questionnaire: fair correlation

Discriminant validity: Low weight

Normal weight

Overweight

Obese

Statistically significant difference

Construct validity: Exploratory factor analysis: Bartlett's Test: statistically significant KMO: very good Factor Loadings: minimum to high level

Internal consistency: Cronbach's alpha coefficient: good

Test–retest: ICC: excellent

Kang [44]

China

Mandarin

A clinical group of women aged between 13 to 29 years old who were born and lived in Mainland China and who met the diagnostic criteria for EDs were included. The control group was healthy women aged between 13 to 29 years old from schools and universities

802

19.6 ± 4.5

Female

Eating Attitudes Test-26

Self-reported

26

Dieting Bulimia and Food Preoccupation Oral Control

Convergent validity: Eating Disorder Inventory-I:

moderate to strong correlation

Diagnostic performance: AUC: high accuracy

Internal consistency: Cronbach's alpha coefficient: good to excellent

Test–retest: ICC: good

Constaín [45]

Colombia

Spanish

Women aged between 15 to 25 years old with criteria of AN and BN from the city of Medellín who attended a psychiatric consultation at a community care level were included. The control group was students from a private university in Medellín. Participants suffering from stupors, depression, catatonia, schizophrenia, neoplasms, HIV infection, malabsorption syndrome, untreated diabetes mellitus, uncorrected hypo, and hyperthyroidism or any other severe medical illness that was related to malnutrition and hypometabolism were excluded

136

20.6 ± 1.9

Female

Eating Attitudes Test-26

Self-reported

26

Dieting Bulimia and Food Preoccupation Oral Control

Construct validity: Exploratory factor analysis: Bartlett's test: Statistically significant

KMO: very good Factorial loadings: high level Diagnostic performance:

AUC: excellent accuracy

Internal consistency: Cronbach's alpha coefficient: excellent

Constaín [46]

Colombia

Spanish

Man ≥ 14 years old with criteria of AN, BN and EDs not otherwise specified from the city of Medellín who attended a psychiatric consultation at the community care level were included. Control group was students from a private university in Medellín. Participants suffering from stupors depression, catatonia, schizophrenia, neoplasms, HIV infection, malabsorption syndrome, hypo and hyperthyroidism or uncontrolled diabetes mellitus, and any other pathology related to malnutrition and hypometabolism were excluded

114

21.8 ± 5.7

Male

Eating Attitudes Test-26

Self-reported

26

Dieting Bulimia and Food Preoccupation Oral Control

Construct validity: Exploratory factor analysis: Bartlett's test: Statistically significant

KMO: average Factor loadings: middle to high level

Diagnostic performance:

AUC: excellent accuracy

Internal consistency: Cronbach's alpha coefficient: good

Erguney-Okumus [47]

Turkey

Turkish

Male and female university students from the six different cities of Turkey were included

1500

20.6 ± 3.0

Female/Male

Eating Attitudes Test-26

Self-reported

26

Dieting Bulimia and Food Preoccupation Oral Control

Convergent validity: Eating Attitude Test-40: moderate correlation

Brief Symptom Inventory: weak correlation

Eating Disorder Rating Scale: moderate correlation Construct validity: Exploratory factor analysis: Bartlett's test: statistically significant

KMO: good Factor loadings: minimum to high level

Confirmatory factor analysis: χ2/df: adequate fit CFI: mediocre adjustment GFI: poor fit SRMR: good fit RMSEA: acceptable fit

Internal consistency: Cronbach's alpha coefficient: questionable to good Test–retest: Pearson correlation coefficient: strong

Kaewporndawan [43]

Thailand

Thai

Individuals with EDs according to the DSM-IV-TR medical diagnostic, participants with other psychiatric disorders, and normal population were included

70

23.2 ± 5.5

Female

Eating Attitudes Test-26

Self-reported

26

Dieting Bulimia and Food Preoccupation Oral Control

Content validity: Item total correlation coefficient: excellent

Discriminant validity: Individuals with eating disorders

Control group

statistically significant difference

Diagnostic performance: AUC: excellent accuracy

Haddad [38]

Lebanon

Arabic

Participants above 18 years of age were randomly selected from each village were eligible to participate. Participants were excluded if they refused to fill out the questionnaire and those suffering from cognitive impairment reported by a family member

811

27.5 ± 11.7

Female/Male

Eating Attitudes Test-26

Interview

26

Dieting Bulimia and Food Preoccupation Oral Control

Construct validity: Exploratory factor analysis: Bartlett's test: statistically significant

KMO: very good

Confirmatory Factor Analysis: χ2/df: adequate fit RMSEA: good fit GFI: poor fit AGFI: poor fit

Internal consistency: Cronbach's alpha coefficient: good

Ahmadi [39]

Iran

Persian

Female undergraduate students of the Tonekabon branch of Azad Islamic University from six departments, four to five classes were included. Participants who presented losses in three or more items of the questionnaire were excluded

598

21.5 ± 3.4

Female

Eating Attitudes Test-26

Self-reported

26

Diver for thinness Restrained eating Perceived social pressure to eat Food preoccupation and oral Bulimia

Convergent validity: Binge Eating Scale: moderate

Beck Depression Inventory-II: null correlation

Beck Anxiety Inventory: weak correlation Discriminant validity:

Individuals who are currently on a diet

Individuals who have never been on a diet

statistically significant difference

Construct validity: Exploratory factor analysis: Bartlett's test: statistically significant

KMO: good Factor Loadings: minimum to high level

Internal consistency: Polychoric ordinal alpha: acceptable to excellent

Test–retest: Pearson correlation coefficient: null to strong correlation

Pinheiro [48]

Brazil

Portuguese

Preadolescents aged between 8 to 12 years from 4 private schools in São Luis Maranhão were included

347

10.0 ± 1.4

Female/Male

Children's Attitudes Test

Self-reported

26

Dieting Attitudes Oral Control Social pressure to eat

Construct validity: Exploratory factor analysis: Bartlett’s test: statistically significant KMO: average Factorial Loadings: minimum to high level

Internal consistency Cronbach's alpha coefficient: moderate

  1. AN Anorexia Nervosa, AUC Area Under the Curve, BN Bulimia Nervosa, CFI Comparative Fit Index, DSM-IV Diagnostic and Statistical Manual of Mental Disorders-IV, EDs Eating Disorders, HIV human immunodeficiency virus, ICC Intraclass Correlation Coefficient, SD Standard deviation, KMO Kaiser Meyer Olkin, TLI Tucker Lewis Index, SRMSR Standardized Root Mean Square Residual, RMSEA Root Mean Square Error of Approximation