| Literature DB >> 31448341 |
Luning Sun1, Saraswathy Sabanathan2,3, Pham Ngoc Thanh2, Anh Kim2, To Thi Mai Doa2, C Louise Thwaites2,4, H Rogier van Doorn2,4, Bridget Wills2,4.
Abstract
Background: There are limited psychometric reports of construct validity following adaptation of the Bayley Scales of Infant and Toddler Development 3 rd edition (Bayley III). This paper aims to demonstrate a process of assessing reliability, validity, and gender equivalence of the adapted tool for Vietnamese children.Entities:
Keywords: Bayley III; Vietnam; adaptation; child development; validation
Year: 2019 PMID: 31448341 PMCID: PMC6685399 DOI: 10.12688/wellcomeopenres.15282.1
Source DB: PubMed Journal: Wellcome Open Res ISSN: 2398-502X
Types of bias and strategies used to limit these in the Vietnamese adaptation of Bayley III.
| Type of Bias | Strategies used in Vietnamese adaptation of Bayley III |
|---|---|
| Construct bias – two different meanings in
| Use of informants with expertise in local culture and language to review the items and
|
| Method bias – language dialect
| Extensive training of the staff administering the Bayley III and creation of standardised
|
| Lack of familiarity with a stimulus | Example: all children were introduced to the ‘bear’ or ‘block’ in the same way at the same
|
| Scoring responses from children
| Detailed manual/protocol for administration, scoring, and interpretation. Staff training. Use of
|
| Item bias | Qualitative judgments by local experts on specific items that are inappropriate for Vietnam,
|
Comparison of cohort to the Multiple Cluster Survey 2011 [36].
| Healthy Cohort Study Population | Multiple Cluster Survey 2011
[ | ||||||
|---|---|---|---|---|---|---|---|
| National prevalence of stunting N=3678 | Urban
| ||||||
| Study N=267 | Male
| Female
| Both sexes
| Male
| Female
| Both sexes
| Both Sexes
|
|
| 15.87 (16.16) | 15.97 (12.16) | 15.77 (14.25) | ||||
|
| -0.93 (1.45) | -0.76 (1.44) | -0.76 (1.64) | ||||
|
| 30 (20%) | 13 (11%) | 43 (16%) | 432 (23.7%) | 378 (21.6%) | 835 (22.7%) | 112 (11.4%) |
| Maternal Education (rural and urban, both sexes). N=3678 | |||||||
|
| 21 (14%) | 22 (18%) | 43 (16%) | 865 (23.5%) | |||
|
| 71 (48%) | 55 (46%) | 126 (47%) | 2149 (58.4%) | |||
|
| 55 (37%) | 43 (36%) | 98 (37%) | 664 (18.1%) | |||
Internal consistency (using Cronbach’s alpha by age group and for all ages combined), test-retest reliability, and inter-observer reliability for the 7 assessors.
| INTERNAL CONSISTENCY (ICC)
[ | TEST-RETEST RELIABILITY | INTER-OBSERVER
| |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| ≤12 | >12
| >18
| >24
| All
| N | Days difference
| Pearson
| N | ICC | CI | |
|
| 119 | 113 | 95 | 149 | 476 | ||||||
|
| 0.91 | 0.82 | 0.77 | 0.90 | 0.97 | 29 | 9 (2 to 31) | 0.97 (0.94-0.99)
| 20 | 0.99 | 0.99-0.99 |
|
| 0.62 | 0.85 | 0.88 | 0.90 | 0.96 | 28 | 9 (2 to 30) | 0.96 (0.95-0.99)
| 21 | 0.978 | 0.96-0.99 |
|
| 0.79 | 0.87 | 0.92 | 0.89 | 0.97 | 27 | 9 (3 to 30) | 0.97 (0.94-0.99)
| 18 | 0.97 | 0.94-0.99 |
|
| 0.89 | 0.73 | 0.58 | 0.83 | 0.95 | 29 | 9 (2 to 31) | 0.97 (0.96-0.99)
| 19 | 0.99 | 0.98-0.99 |
|
| 0.93 | 0.86 | 0.72 | 0.85 | 0.97 | 25 | 8.1 (3 to 16) | 0.96 (0.91-0.98)
| 20 | 0.99 | 0.97-0.99 |
αRepeated assessments included # Median (range). **p value<0.01.
ICC intraclass correlation. CI: 95% Confidence interval. N= no of cases.
Confirmatory Factor Analysis of Vietnamese adaptation of Bayley III.
| Goodness-of-Fit Indices | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Model | X2 | Df | X2/Df | p-value | AIC | BIC
| CFI | TLI | RMSEA (CI) | MI |
| Group 1 (N=86)
| ||||||||||
| Null Model | 418.03 | 10 | 41.80 | |||||||
| Model 1 | 12.74 | 5 | 2.55 | 0.03 | 2079.60 | 2104.14
| 0.98 | 0.96 | 0.13 (0.04-0.23) | Fine Motor ~~
|
| Fine Motor ~~ Gross
| 5.62 | 4 | 1.41 | 0.23 | 2074.28 | 2101.48
| 1.00 | 0.99 | 0.07 (0.00-0.19) | |
| Group 2 (N=110)
| ||||||||||
| Null Model | 505.51 | 10 | 50.55 | |||||||
| Model 1 | 35.00 | 5 | 7.00 | <0.001 | 2961.90 | 2988.91
| 0.94 | 0.88 | 0.23 (0.16-0.31) | Expressive ~~
|
| Expressive ~~
| 2.24 | 4 | 0.56 | 0.69 | 2931.14 | 2960.85
| 1.00 | 1.00 | 0.00 (0.00-0.11) | |
| Group 3 (N=71)
| ||||||||||
| Null Model | 267.05 | 10 | 26.71 | |||||||
| Model 1 | 7.90 | 5 | 1.58 | 0.16 | 1969.20 | 1991.83
| 0.99 | 0.98 | 0.09 (0.00-0.20) | |
Legend for
Null model is a model in which all of the factors are uncorrelated. Model 1 General =~ CS+RC+EC+FM+GM.
X2: chi-square, Df: degrees of freedom, AIC: Akaike’s information criterion, BIC: Schwarz’s Bayesian information criterion (adjusted for sample size), CFI: Comparative Fit Index, TLI: Tucker-Lewis Index, RMSEA: Root Mean Square of Approximation, CI: 95% Confidence Interval, MI: Measurement invariance
Non-significant Chi square statistics at p=0.05 level and RMSEA < 0.05 indicate good fit. A confidence interval <0.08 derived from RMSEA was also taken as an indicator of good fit. CFI has acceptable fit at 0.9, and good fit at >0.957. TLI has good fit >0.9. A p-value of 0.05 was taken to be significant in all analyses.
AIC: Lower is better. Attempts to select models that are the most parsimonious/efficient representations of the observed data. BIC is similar to AIC but more conservative.
Nested models in multi-group confirmatory factor analysis by gender.
| Gender Invariance | ||||||||
|---|---|---|---|---|---|---|---|---|
| Df | X2 | P value | X2 diff | Df diff | P value | CFI | ΔCFI | |
| Group 1: Age >0<=12 months
| ||||||||
|
| 8 | 12.03 | 0.15 | 0.99 | ||||
|
| 13 | 19.93 | 0.12 | 7.91 | 5 | 0.16 | 0.98 | 0.00 |
|
| 17 | 21.02 | 0.27 | 1.09 | 4 | 0.90 | 0.99 | 0.00 |
|
| 22 | 28.98 | 0.14 | 7.97 | 5 | 0.16 | 0.98 | 0.01 |
| Group 2: Age >12<=24 months
| ||||||||
|
| 8 | 3.32 | 0.91 | 1.00 | ||||
|
| 13 | 7.58 | 0.87 | 4.26 | 5 | 0.51 | 1.00 | 0 |
|
| 17 | 9.77 | 0.91 | 2.19 | 4 | 0.70 | 1.00 | 0 |
|
| 22 | 12.21 | 0.95 | 2.44 | 5 | 0.79 | 1.00 | 0 |
| Group 3: Age >24<=43 months
| ||||||||
|
| 10 | 9.03 | 0.53 | 1.00 | ||||
|
| 14 | 14.37 | 0.42 | 5.33 | 4 | 0.26 | 1.00 | 0 |
|
| 18 | 17.29 | 0.50 | 2.92 | 4 | 0.57 | 1.00 | |
|
| 23 | 24.21 | 0.39 | 6.92 | 5 | 0.23 | 1.00 | |
Legend for
X2 diff – chi-square difference between models, Df diff; change in degrees of freedom between models. Between nested models, if P value> .01 (insignificant)--the fit of the model has not been significantly hindered by introducing the additional constraints so the increase in χ2 value is not significant in reducing model fit.
ΔCFI – if <0.01 there is not a significant change in model fit between nested models.
Configural Invariance: baseline model to which we can compare more restrictive models. Same common factors across groups
Metric Invariance: Common factors have the same meaning across groups
Scalar Invariance: Group differences in observed means will be directly related to group differences in factor means
Strict Invariance: Group differences in observed means and variances will equal corresponding group differences in factor means and variances
General factor model fit by gender in individual age groups.
| Goodness-of-Fit Indices | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| Model – Male | X2 | Df | X2/Df | p-value | AIC | BIC (Adjusted) | CFI | TLI | RMSEA (CI) |
| Group 1 (N=47)
| |||||||||
| Null Model | 218.37 | 10 | 21.84 | <0.001 | |||||
| Model 1 | 6.63 | 5 | 1.33 | 0.25 | 1106.00 | 1124.50 (1093.14) | 0.99 | 0.98 | 0.08 (0.00-0.23) |
| Model1-FM~~GM | 6.63 | 4 | 1.66 | 0.16 | 1108.00 | 1128.35 (1093.85) | 0.99 | 0.97 | 0.12 (0.00-0.27) |
| Group 2 (N=56)
| |||||||||
| Null Model | 255.13 | 10 | 25.51 | <0.001 | |||||
| Model 1 | 22.94 | 5 | 4.59 | <0.001 | 1522.19 | 1542.44 (1511.01) | 0.93 | 0.85 | 0.25 (0.15-0.36) |
| Model1-EC~~RC | 2.59 | 4 | 0.65 | 0.63 | 1503.84 | 1526.12 (1491.55) | 1.00 | 1.00 | 0.00 (0.00-0.17) |
| Group 3 (N=44)
| |||||||||
| Model 1 | 4.53 | 5 | 0.91 | 0.48 | 1217.50 | 1235.345 (1204.009) | 1.00 | 1.00 | 0.00 (0.00-0.20) |
| Group 1 (N=39)
| |||||||||
| Null Model | 209.36 | 10 | 20.94 | <0.001 | |||||
| Model 1 | 13.85 | 5 | 2.77 | 0.02 | 975.49 | 992.13 (960.85) | 0.96 | 0.91 | 0.21 (0.08-0.35) |
| Model1-FM~~GM | 5.40 | 4 | 1.35 | 0.25 | 969.04 | 987.34 (952.93) | 0.99 | 0.98 | 0.10 (0.00-0.27) |
| Group2 (N=54)
| |||||||||
| Null Model | 245.56 | 10 | 24.56 | 0.00 | |||||
| Model 1 | 14.49 | 5 | 2.90 | 0.01 | 1448.24 | 1468.13 (1436.71) | 0.96 | 0.92 | 0.19 (0.08-0.30) |
| Model1-EC~~RC | 0.73 | 4 | 0.18 | 0.95 | 1436.48 | 1458.36 (1423.80) | 1.00 | 1.00 | 0.00 (0.00-0.02) |
| Group 3 (N=27)
| |||||||||
| Model 1 | 4.51 | 5 | 0.91 | 0.48 | 755.32 | 768.28 (737.21) | 1.00 | 1.00 | 0.00 (0.00-0.25) |