Van Ijzendoorn, M. H., Juffer, F., & Poelhuis, C. W. K. (2005). Adoption and cognitive development: a meta-analytic comparison of adopted and nonadopted children’s IQ and school performance. Psychological bulletin, 131(2), 301.
It turns out that someone already did a meta-analysis of adoption studies and cognitive ability. It does not solely include cross-country transracial, but it does include some. They report both country of origin and country of adoption, so it is fairly easy to find the studies that one wants to take a closer look at. It is fairly inclusive in what counts as cognitive development, e.g. school results and language tests count, as well as regular IQ tests. They report standardized differences (d), so results are easy to understand.
They do not present aggregated results by country of origin however, so one would have to do that oneself. I haven’t done it (yet?), but the method to do so is this:
- Obtain the country IQs for all countries in the study. These are readily available from Lynn & Vanhanen (2012) or in the international megadataset.
- Score all the outcomes by using the adoptive country’s IQ. E.g. if the US has a score of 97, and Koreans adopted to that country have get a d score of .16 in “School results” as they do in the first study listed, then this corresponds to a school IQ performance of 97 – 2.4 = 94.6. Note that this assumes that the comparison sample is unselected (not smarter than average). This is likely false because adoptive parents tend to be higher social class and presumably smarter, so they would send their (adoptive) children to above average schools. Also be careful about norm comparisons because they often use older norms and the Flynn effect thus results in higher IQ scores for the adoptees.
- Copy relevant study characteristics from the table, e.g. comparison group, sample sizes, age of assessment and type of outcome (school, language, IQ, etc.).
- Repeat step (2-3) for all studies.
- BONUS: Look for additional studies. Do this by, a) contacting the authors of recent papers and the meta-analysis, b) search for more using Google Scholar/other academic search engine, c) look thru the studies that cite the included studies for more relevant studies.
- BONUS: Get someone else to independently repeat steps (2-3) for the same studies. This checks interrater consistency.
- Aggregate results (weighted mean of various kinds).
- Correlate aggregated results with origin countries’ IQs to check for spatial transferability, a prediction of genetic models.
- Do regression analyses to see of study characteristics predict outcomes.
- Write it up and submit to Open Differential Psychology (good guy) or Intelligence (career-focused bad guy). Write up to Winnower or Human Varieties if lazy or too busy.
The main results table
More likely, you are too lazy to do the above, but you want to sneak peak at the results. Here’s the main table from the paper.
Study | Country/region of study | Country/region of child’s origin | Age at assessment (years) | Age at adoption (months) | N Adoption | N Comparison | Preadoption status | Comparison group | Outcome (d) |
Andresen (1992) | Norway | Korea | 12-18 | 12-24 | 135 | 135 | Not reported | Classmates | School results 0.16 Language 0.09 |
Benson et al. (1994) | United States | United States | 12-18 | < 15 | 881 | Norm | Not reported | Norm group | School results —0.36 |
Berg-Kelly & Eriksson (1997) | Sweden | Korea/India | 12-18 | < 12 | 125 | 9204 | Not reported | General population | School results 0.03 f/—0.04 m Language —0.02 f/—0.05 m |
Bohman (1970) | Sweden | Not reported | 12-18 | < 12 | 160 | 1819 | Not reported | Classmates | School results 0.09 f/0.07 m Language 0.02 f/—0.02 m Learning problems 0.00 |
Brodzinsky et al. (1984) | United States | United States | 4-12 | < 12 | 130 | 130 | Not reported | General population | School competence 0.62 f/0.51 m |
Brodzinsky & Steiger (1991) | United States | Not reported | 9-19 | 441 | 6753 | Not reported | Population % | School failure 0.76 | |
Bunjes & de Vries (1988) | Netherlands | Korea India Bangladesh Colombia |
4-12 | 12-24 | 118 | 236 | Not reported | Classmates | School results 0.24 Language 0.22 |
Castle et al. (2000) | England | England | 4-12 | < 12 | 52 | Norm | Not reported | Standardized scores | School results —0.47, IQ 0.47 |
Clark & Hanisee (1982) | United States | Vietnam Korea Cambodia Thailand |
0-4 | 12-24 | 25 | Norm | Not reported | Standardized scores | IQ -2.42 |
Colombo et al. (1992) | Chile | Chile | 4-12 | 0-12 | 16 | ii | Undernutrition | Biological siblings | IQ -1.16 |
Cook et al. (1997) | Europe | Not reported | 4-8 | 12-24 | 131 | 125 | Not reported | General population | School competence 0.56 f/0.16 m |
Dalen (2001) | Norway | Korea Colombia |
12-18 | 0-12 | 193 | 193 | Not reported | Classmates | School results 0.47 (Colombia), —0.07 (Korea) Language 0.43 (Colombia), —0.05 (Korea) Learning problems 0.50 |
Dennis (1973) | United States | Lebanon | 2-18 | > 24 | 85 | 51 | Institute | Institute children | IQ —1.28 (intraracial), —1.36 (transracial) |
De Jong (2001) | New Zealand | Romania/Russia | 4-15 | 12-24 | 116 | Norm | Some problems | General population | School competence 0.65 |
Duyme (1988) | France | France | 12-18 | < 12 | 87 | 14951 | Not reported | General population | School results 0.00 |
Fan et al. (2002) | United States | United States | 12-18 | 514 | 17241 | Not reported | General population | School grades —0.02 | |
Feigelman (1997) | United States | Not reported | 8-21 | 101 | 6258 | Not reported | General population | Education level —0.03 | |
Fisch et al. (1976) | United States | United States | 4-12 | < 12 | 94 | 188 | No problems | General population | IQ 0.00 School results 0.50 Language 0.52 |
Frydman & Lynn (1989) |
Belgium | Korea | 4-12 | 12-24 | 19 | Norm | Not reported | Standardized scores | IQ -1.68 |
Gardner et al. (1961) | United States | Not reported | 12-18 | < 12 | 29 | 29 | Not reported | Classmates | School achievement 0.09 |
Geerars et al. (1995) | Netherlands | Thailand | 12-18 | < 12 | 68 | Norm | Not reported | Population % | School results 0.19 |
Hoopes et al. (1970) | United States | United States | 12-18 | 100 | 100 | 1-2 shifts in placement | General population | IQ 0.12 | |
Hoopes (1982) | United States | United States | 4-12 | < 12 | 260 | 68 | Nothing special | General population | IQ 0.18 |
Horn et al. (1979) | United States | United States | 3-26 | < 1 | 469 | 164 | No problems | Environment siblings | IQ 0.17/0.34/—0.05 |
W. J. Kim et al. (1992) | United States | Not reported | 12-18 | 43 | 43 | Not reported | General population | School results 0.74 | |
W. J. Kim et al. (1999) | United States | Korea | 4-12 | < 12 | 18 | 9 | Nothing special | Environment siblings | School competence —0.39 |
Lansford et al. (2001) | United States | Not reported | 12-18 | 111 | 200 | Not reported | General population | School grades 0.46 | |
Leahy (1935) | United States | United States | 5-14 | < 6 | 194 | 194 | Not reported | General population | School grades 0.00 IQ -0.06 |
Levy-Shiff et al. (1997) | Israel | Israel South America |
7-13 | < 3 | 5050 | Norm Norm |
Not reported | Standardized scores | IQ -1.10 f/—2.00 m |
Lien et al. (1977) | United States | Korea | 12-18 | > 24 | 240 | Norm | Undernutrition | Standardized scores | IQ 0.00 |
Lipman et al. (1992) | Canada | Not reported | 4-16 | 104 | 3185 | Not reported | General population | School performance —0.05 f/0.16 m | |
McGuinness & Pallansch (2000) | United States | Soviet Union | 4-12 | > 24 | 105 | 1000 | Long time in orphanages | Norm group | School competence 0.46 |
Moore (1986) | United States | United States | 7-10 | 12-24 | 23 | Norm | Not reported | Standardized scores | IQ -0.00 f/—1.00 m |
Morison & Ell wood (2000) | Canada | Romania | 4-12 | 12-24 | 59 | 35 | Orphanages | General population | IQ 1.45 (combined) |
Neiss & Rowe (2000) | United States | 75% LTnited States | 12-18 | 392 | 392 | Not reported | General population | IQ 0.08 | |
O’Connor et al. (2000) | England | Romania | 6 | 0-42 | 207 | Norm | Orphanage | Standardized scores | IQ —0.56 (combined) |
Palacios & Sanchez (1996) | Spain | Spain | 4-12 | > 24 | 210 | 314 | Not reported | Institute children | School competence —0.18 |
Pinderhughes (1998) | United States | United States | 8-15 | 24—48 | 66 | 33 | Older children | General population | School competence 0.64 (combined) |
Plomin & DeEries (1985) | United States | United States | 1 | 0-5 | 182 | 182 | Not reported | General population | IQ 0.14 |
Priel et al. (2000) | Israel | 75% Israel | 8-12 | 12-24 | 50 | 80 | Not reported | General population | School competence 0.77 f/1.12 m |
Rosenwald (1995) | Australia | 73% Korea Asia South America |
4-16 | < 12 | 283 | 2583 | Not reported | General population | School performance —0.18 |
Scarr & Weinberg (1976) | United States | 88% LTnited States | 4-16 | <12 | 176 | 145 | Not reported | Environment siblings | IQ 0.75 (combined) |
Schiff et al. (1978) | France | France | 4-12 | <12 | 32 | 20 | Not reported | Biological siblings | School results —0.70 |
Segal (1997) | United States | United States | 4-12 | < 12 | 6 | 6 | Not reported | Environment siblings | IQ -1.14 IQ 2.67 |
Sharma et al. (1996) | United States | 81% United States | 12-18 | 12-24 | 4682 | 4682 | Not reported | General population | School results 0.37 (combined) |
Sharma et al. (1998) | United States | United States | 12-18 | < 12 | 629 | 72 | Not reported | Environment | School competence —0.45 f/—0.61 m |
Silver (1970) | United States | Not reported | 4-12 | < 3 | 10 | 70 | Not reported | General population | Learning problems 1.21 |
Silver (1989) | United States | Not reported | 4-12 | 39 | Perc. | Not reported | General population | Learning problems 1.38 | |
Skodak & Skeels (1949) | United States | Not reported | 12-18 | < 6 | 100 | 100 | Not reported | Standardized scores | IQ -1.12 |
Smyer et al. (1998) | Sweden | Not reported | Adults | < 12 | 60 | 60 | Not reported | Biological (twin siblings) | Education level —0.82 |
Stams et al. (2000) | Netherlands | Sri Lanka Korea Colombia |
4-12 | < 6 | 159 | Norm | Not reported | Standardized scores | School results 0.33 IQ -0.34 f/—0.73 m Learning problems —0.05 |
Teas dale & Owen (1986) | Denmark | Not reported | Adults | < 12 | 302 | 4578 | Not reported | General population | IQ 0.35 Education level 0.32 |
Tizard & Hodges (1978) | England | Not reported | 8 | > 24 | 25 | 14 | Not reported | Restored children | IQ —0.40 (older), —0.62 (younger) |
Tsitsikas et al. (1988) | Greece | Greece | 5-6 | < 12 | 72 | 72 | Not reported | Classmates | IQ 0.64, school performance 0.29 Language 0.30 |
Verhulst et al. (1990) | Netherlands | Europe Korea Colombia India |
12-18 | > 24 | 2148 | 933 | Not reported | General population | Perc. special education 0.25 f/0.29 m |
Versluis-den Bieman & Verhulst (1995) | Netherlands | Europe Korea Colombia India |
12-18 | > 24 | 1538 | Norm | Not reported | General population | School competence 0.28 f/0.41 m |
Wattier & Frydman (1985) | Belgium | Korea 89% | 4-12 | 12-24 | 28 | Norm | Not reported | Standardized scores | IQ -0.06 |
Westhues & Cohen (1997) | Canada | Korea 40% India 40% South America | 12-18 | 12-24 | 134 | 83 | Not reported | Environment siblings | School performance 0.13 |
Wickes & Slate (1997) | United States | Korea | > 18 | > 36 | 174 | Norm | Not reported | Norm group | School results 0.09 f/0.07 m Language 0.07 f/0.03 m |
Winick et al. (1975) | United States | Korea | 4-12 | > 24 | 112 | Norm | Malnourished | Standardized scores | School performance 0.00 IQ 0.00 |
Witmer et al. (1963) | United States | United States | 12-18 | < 12 | 484 | 484 | Nothing special | Classmates | School performance 0.00 IQ 0.00 |