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1 Supplementary Material 0. References of the technical reports included in the metaanalyses. All the technical reports can be downloaded from www.eric.edu.gov using the eric id code (e.g., ED059285) *USES (1950). Technical report on standardization of the General Aptitude Test Battery for Bookkeeping Machine Operator 1-02.01. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED059285. *USES (1951). Technical report on standardization of the General Aptitude Test Battery for Bomb-Fuse Parts Assembler (Ammunition), 6-54.052. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED059300. *USES (1951). Technical report on standardization of the General Aptitude Test Battery for Bomb-Fuse Parts Assembler (Ammunition), 6-54.052. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED059300. *USES (1951). Technical report on standardization of the General Aptitude Test Battery for Casing Tier 529.887.020. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060075. *USES (1952). Technical report on standardization of the General Aptitude Test Battery for Sewer, Hand II, 6-25.050. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED059301. *USES (1952). Technical report on standardization of the General Aptitude Test Battery for Laborer, Poultry, 6-09.01. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED059302. *USES (1952). Technical report on standardization of the General Aptitude Test Battery for Packer, Tea Bag, 9-68.01. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED059305. *USES (1952). Technical report on standardization of the General Aptitude Test Battery for Manager, Theater 0-98.54. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060067. *USES (1952). Technical report on standardization of the General Aptitude Test Battery for Turret Lathe Operator, 604.782. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060072. *USES (1952). Technical report on standardization of the General Aptitude Test Battery for Turret Lathe Operator, 4-78.021. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060072. *USES (1953). Technical report on standardization of the General Aptitude Test Battery for File Clerk II, 1-17.02. Washington, DC: U.S. Department of Labor,
2 Bureau of Employment Security. Available from Eric ED060078 (Erroneous Code ED060073). *USES (1953). Technical report on standardization of the General Aptitude Test Battery for General Practitioner, 070.103. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060079. *USES (1953). Technical report on standardization of the General Aptitude Test Battery for Boarder II, 6-14.171. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060081. *USES (1953). Technical report on standardization of the General Aptitude Test Battery for Tabulating Machine Operator, 213.782. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060082. *USES (1953). Technical report on standardization of the General Aptitude Test Battery for Forming-Press Operator, 6-88.627. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060084. *USES (1954). Technical report on standardization of the General Aptitude Test Battery for Stock Clerk II 1-38.01. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric 059282. *USES (1954). Technical report on standardization of the General Aptitude Test Battery for Laborer. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric 059283. *USES (1954). Technical report on standardization of the General Aptitude Test Battery for Wrapper-Layer Examiner, 6-12.341. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED059297. *USES (1954). Technical report on standardization of the General Aptitude Test Battery for Electric Motor Assembler, 6-99.166. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED059298. *USES (1954). Technical report on standardization of the General Aptitude Test Battery for Table Worker 8-53.01. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED059304. *USES (1954). Technical report on standardization of the General Aptitude Test Battery for Teacher, Nursery School, 359.878. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060087. *USES (1954). Technical report on standardization of the General Aptitude Test Battery for Dentist, 072-108. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060088.
3 *USES (1954). Technical report on standardization of the General Aptitude Test Battery for Carding Machine Operator, 8-27.77. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060089. *USES (1954). Technical report on standardization of the General Aptitude Test Battery for Fireworks Assembler, 737.887. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060091. *USES (1954). Technical report on standardization of the General Aptitude Test Battery for Spinner, Ring Frame, 682.885. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060092. *USES (1954). Technical report on standardization of the General Aptitude Test Battery for Dental Hygienist, 078.368. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060093. *USES (1954). Technical report on standardization of the General Aptitude Test Battery for Dietitian, 0-39.93. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060094. *USES (1954). Technical report on standardization of the General Aptitude Test Battery for Light-Bulb Assembler, 7-00.070. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060095. *USES (1954). Technical report on standardization of the General Aptitude Test Battery for Furniture Upholsterer 780.381. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060096. *USES (1954). Technical report on standardization of the General Aptitude Test Battery for Veterinarian 0-34.10. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060097. *USES (1954). Technical report on standardization of the General Aptitude Test Battery for Dressmaker 4-25-030. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060098. *USES (1954). Technical report on standardization of the General Aptitude Test Battery for Pairer (Hosiery) 6-14.341. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060099. *USES (1955). Technical report on standardization of the General Aptitude Test Battery for Decorator, Hand 7-16.900. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED059296. *USES (1955). Technical report on standardization of the General Aptitude Test Battery for Fettler 8-66.01. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED059299. *USES (1955). Technical report on standardization of the General Aptitude Test Battery for Stripper, Hand (Tobacco) 3-12.10. Washington, DC: U.S.
4 Department of Labor, Bureau of Employment Security. Available from Eric ED060101. *USES (1955). Technical report on standardization of the General Aptitude Test Battery for Folder (Garment) III 6-27.988. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060102. *USES (1955). Technical report on standardization of the General Aptitude Test Battery for Material Coordinator 221.168. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060103. *USES (1955). Technical report on standardization of the General Aptitude Test Battery for Stocking Inspector I 6-14.235. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060104. *USES (1955). Technical report on standardization of the General Aptitude Test Battery for Assembler, Dry Cell Battery 9-00.91. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060105. *USES (1955). Technical report on standardization of the General Aptitude Test Battery for Stillman 542.280. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060107. *USES (1955). Technical Report on the Development of the General Aptitude Test Battery for Artificial-Breeding Technician II, 467.364. Washington, DC: U.S. Department of Labor. Available from Eric ED060109. *USES (1955). Technical report on standardization of the General Aptitude Test Battery for Mender, 782-884. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060114. *USES (1956). Technical report on standardization of the General Aptitude Test Battery for Tomato Peeler, 529.887. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060116. *USES (1956). Technical report on standardization of the General Aptitude Test Battery for Assembler, Electrical Accessories II 7-00.904. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060120. *USES (1956). Technical report on standardization of the General Aptitude Test Battery for Scrapper 794.887. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060122. *USES (1956). Technical report on standardization of the General Aptitude Test Battery for Take-Off Man 8-42.01. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060123. *USES (1956). Technical report on standardization of the General Aptitude Test Battery for Multiple-Photographic Printer Operator 976.782. Washington, DC:
5 U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060125. *USES (1956). Technical report on standardization of the General Aptitude Test Battery for Clothes Designer, 142.081. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060127. *USES (1956). Technical report on standardization of the General Aptitude Test Battery for Spot-Welder Feeder, 819.886. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060128. *USES (1956). Technical report on standardization of the General Aptitude Test Battery for Calculating-Machine Operator, 1-25.13. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060129. *USES (1956). Technical report on standardization of the General Aptitude Test Battery for Peeling-and-Coring-machine Operator 529.886. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061290. *USES (1956). Technical report on standardization of the General Aptitude Test Battery for Director, Funeral 0-65.10. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061291. *USES (1956). Technical report on standardization of the General Aptitude Test Battery for Bagger II, 9-68.01. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061293. *USES (1956). Technical report on standardization of the General Aptitude Test Battery for Nut Sorter I, 8-10.25. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061301. *USES (1957). Technical report on standardization of the General Aptitude Test Battery for Cementer, 8-57.51. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061292. *USES (1957). Technical report on standardization of the General Aptitude Test Battery for Crusher Inspector, 631.381. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061302. *USES (1957). Technical report on standardization of the General Aptitude Test Battery for Cold Mill Operator, 4-88.018. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061303. *USES (1957). Technical report on standardization of the General Aptitude Test Battery for Candy-Wrapping-Machine Operator, 920.885.034. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061304.
6 *USES (1957). Technical Report on the Development of USTES Aptitude Test Battery for Assembler, Automobile, 806.887. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061306. *USES (1957). Technical Report on the Development of USTES Aptitude Test Battery for Coil Assembler, 6-94.515. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061307. *USES (1957). Technical report on standardization of the General Aptitude Test Battery for Employment Clerk 205.368. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061310. *USES (1957). Technical report on standardization of the General Aptitude Test Battery for Power-Plant Operator I, 952.782. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061311. *USES (1957). Technical report on standardization of the General Aptitude Test Battery for Copy Holder (Clerical), 209.588. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061313. *USES (1957). Technical report on standardization of the General Aptitude Test Battery for Pantographer, 979.782. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061314. *USES (1957). Technical report on standardization of the General Aptitude Test Battery for Paster 573.884. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061317. *USES (1957). Technical report on standardization of the General Aptitude Test Battery for Clicking-Machine Operator 6-62.055. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061328. *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Fruit Sorter 9-68.60. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061321. *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Grid Operator 6-98.251. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061322. *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Egg Candler 7-76.110. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061323. *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Hosiery Looper 689.782. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061324. *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Corn-Cutting Machine Operator 529.886. Washington, DC: U.S.
7 Department of Labor, Bureau of Employment Security. Available from Eric ED061326. *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Clicking-Machine Operator 6-62.055. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061328. *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Transfer Knitter 6-14.063. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061330. *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Cereal Packer 920.887. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061332. *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Seamless-Hosiery Knitter 684.885. Washington., DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061334. *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Patternmaker 5-17.010. Washington., DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061336. *USES (1959). Technical report on standardization of the General Aptitude Test Battery for Firesetter 692.380. Washington., DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061337. *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Luggage-Hardware Assembler 6-93.404. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061339. *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Waxed-Bag-Machine Operator 649.340. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061340. *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Presser 7-57.501. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061341. *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Water Filterer (waterworks) 7-54.621. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061342. *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Power Lawn Mower Assembler 6-94.352. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062405.
8 *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Solderer I, 6-95.001. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062406. *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Jewelry Assembler 6-72.333. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062407. *USES (1958). Technical report on standardization of the General Aptitude Test Battery for Woodworking Machine Operator 6-33.910 . Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062408. *USES (1959). Technical report on standardization of the General Aptitude Test Battery for Presser Machine 7-57.511. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062410. *USES (1959). Technical report on standardization of the General Aptitude Test Battery for Cementer, Hand II, 6-61.311. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062411. *USES (1959). Technical report on standardization of the General Aptitude Test Battery for Goggle Glass Cutter 713.884. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062412. *USES (1959). Technical report on standardization of the General Aptitude Test Battery for Caser, 6-72.105. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062413. *USES (1959). Technical report on standardization of the General Aptitude Test Battery for Loom Fixer, 4-16.010. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062417. *USES (1959). Technical report on standardization of the General Aptitude Test Battery for Radio Receiver Assembler, 6-98.010. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062419. *USES (1959). Technical report on standardization of the General Aptitude Test Battery for Medical Technologist 0-50.01. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062420. *USES (1959). Technical report on standardization of the General Aptitude Test Battery for Manager, Industrial Organization, 0-97.41. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062422. *USES (1959). Technical report on standardization of the General Aptitude Test Battery for Fancy Stitcher 690.782. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062423.
9 *USES (1959). Technical report on standardization of the General Aptitude Test Battery for Mail Sorter 1-27.10. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062426. *USES (1959). Technical report on standardization of the General Aptitude Test Battery for Merchandise Packer 9-68.30. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062429. *USES (1959). Technical report on standardization of the General Aptitude Test Battery for Die-Casting-Machine Operator II, 6-82.916. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062430. *USES (1960). Technical report on standardization of the General Aptitude Test Battery for Chemist, Assistant 0-50.22. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED059286. *USES (1960). Technical report on standardization of the General Aptitude Test Battery for Seamer 6-27.513. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060117. *USES (1960). Technical report on standardization of the General Aptitude Test Battery for Countergirl-Counterman, Assistant 2-27.13. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062428. *USES (1960). Technical report on standardization of the General Aptitude Test Battery for Parts Storekeeper, 1-75.24. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062431. *USES (1960). Technical report on standardization of the General Aptitude Test Battery for Coil Assembler, 6-99.161. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062432. *USES (1960). Technical report on standardization of the General Aptitude Test Battery for Electronics-Unit Assembler, 6-98.604. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062436. *USES (1961). Technical report on standardization of the General Aptitude Test Battery for Press Operator, 4-65.415. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062433. *USES (1961). Technical report on standardization of the General Aptitude Test Battery for Folding-Machine Operator, 4-49.051. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062435. *USES (1961). Technical report on standardization of the General Aptitude Test Battery for Case Coverer, 6-62.401. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED062437.
16 *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Selected Aircraft Assembly Occupations, 862.381. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED060115. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Sheet-Metal Worker, 804.281. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED060121. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Baker, 526.781. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED060124. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Knitting-Machine Fixer, 689.280. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED061289. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Cabinetmaker, 660.280. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED061305. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Electronics Mechanic, 726.281. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED061308. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Bricklayer, 861.381. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED061312. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Aircraft-and-Engine Mechanic, 621.281. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED061316. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Radio Repairman, 720.281. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED061318. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Welder Combination, 812.884. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED061331. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Linotype Operator, 650.582. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED061333. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Stripper, 971.381. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED062404. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Lineman Repair, 821.381. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED062418.
17 *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Packaging-Machine Mechanic, 920.280. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED062421. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Cable Maker, 726.884. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED062424. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Monotype-Keyboard Operator, 650.582. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED062427. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Glazier, 865.781. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED062434. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Stereotyper, 975.782. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED062439. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Manufacturers’ Service Representative, 638.281. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED062440. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Construction-Equipment Mechanic, 620.281. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED063387. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Tool-and-Die Maker, 601.280. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED063398. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Cement Mason, 844.844. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED063401. *USES (1970). Technical Report on the Development of USTES Aptitude Test Battery for Correction Officer 372.868. Washington, DC: U.S. Department of Labor, Manpower Administration. Available from Eric ED072051. *USES (1971). Technical report on standardization of the USTES Aptitude Test Battery for Court Clerk 249.368. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060069. *USES (1971). Technical report on standardization of the USTES Aptitude Test Battery for Engineer. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED060076.
18 *USES (1971). Technical report on standardization of the USTES Aptitude Test Battery for Fork-Lift-Truck Operator. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED061335. *USES (1972). Technical Report on the Development of USTES Aptitude Test Battery for Taper 842.884. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED072062. *USES (1982). Technical Report on the Development of USES Specific Aptitude Test Battery for Carpenter 860.381-022. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED223695. *USES (1982). Technical Report on the Development of USES Specific Aptitude Test Battery for Ticket Agent 238.367-026. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED223718. *USES (19XX). Technical report on standardization of the General Aptitude Test Battery for Police 2-66.23. Washington, DC: U.S. Department of Labor, Bureau of Employment Security. Available from Eric ED065560.
19 Supplementary Material 1. Validity Coefficients and Range Restriction Values of G and GVN Composites for Grades. ERIC ID Job Cplx Sample rg rgvn ugvn ug ED059288 2 51 .60 .59 .66 .72 ED059289 2 119 .39 .40 .84 .79 ED060076 3 51 .02 .04 .65 .62 ED060076 3 92 .52 .44 - - ED060076 3 71 .40 .40 - - ED060076 3 150 .42 .43 .68 .64 ED060077 3 64 .22 .18 .52 .48 ED060079 3 49 .51 .49 .68 .61 ED060087 2 83 .46 .44 .66 .61 ED060088 3 96 .20 .14 .56 .46 ED060088 3 81 .03 -.08 .70 .69 ED060093 2 83 .48 .36 .59 .54 ED060097 3 33 .30 .28 .67 .62 ED060097 3 37 .31 .30 .57 .52 ED060098 2 55 .21 .11 .60 .50 ED060119 2 40 .46 .48 .76 .76 ED060121 2 79 .47 .44 .74 .70 ED060124 2 65 .35 .26 .65 .61 ED060127 3 102 .37 .36 .62 .56 ED060127 3 47 .16 .11 .75 .67 ED061291 3 50 .47 .52 .63 .62 ED061311 2 54 .45 .39 .58 .57 ED061312 2 50 .38 .43 .62 .56 ED061316 2 75 .41 .40 .65 .70 ED061318 2 62 .40 .32 .54 .51 ED061318 2 30 .33 .30 .68 .67 ED061318 2 35 .24 .28 .68 .77 ED061319 3 30 .51 .53 .70 .67 ED062422 3 70 .52 .43 .77 .78 ED063389 2 49 .40 .37 - - ED063398 2 59 .48 .40 .73 .75 ED063399 3 52 .29 .28 .78 .71 ED065561 2 51 .62 .68 .77 .73 ED065562 2 160 .22 .16 .72 .68 ED065578 3 51 .41 .30 .69 .61 ED065612 2 52 .32 .28 .50 .48 ED065612 2 63 .37 .37 - - ED065616 2 111 .46 .46 .66 .62 ED065617 3 80 .40 .34 .65 .62 ED065617 3 94 .49 .48 .68 .65 ED065617 3 100 .43 .43 .58 .59
20 ED065618 2 65 .39 .31 .70 .66 ED065629 3 50 .49 .44 .60 .57 ED066461 3 85 .33 .42 .66 .62 ED066480 2 65 .42 .39 .75 .76 ED066483 3 55 .21 .22 .59 .56 ED066484 3 63 .39 .37 .59 .58 ED066485 3 52 .11 .19 .53 .53 ED066486 3 59 .36 .27 .53 .54 ED066487 3 55 .46 .33 .65 .63 ED066489 2 73 .43 .47 .69 .69 ED066509 2 54 .39 .33 .63 .55 ED066513 2 80 .44 .40 .67 .62 ED066514 3 51 .13 .19 .60 .67 ED067419 2 81 .56 .54 .63 .63 ED068544 2 66 .53 .54 .63 .64 ED068546 3 241 .45 .43 .65 .65 ED068552 3 70 .16 .18 .57 .58 ED068554 2 52 .40 .38 .62 .61 ED068566 3 52 .19 .15 .61 .59 ED069627 3 50 .10 .13 .50 .45 ED069633 3 64 .58 .55 .60 .61 ED069642 2 61 .24 .20 .78 .72 ED069768 2 57 .40 .39 .68 .64 ED069772 2 105 .36 .37 .67 .66 ED069773 3 55 .37 .40 .67 .66 ED072048 2 50 -.08 -.11 .57 .61 ED072050 3 122 .37 .33 .67 .63 ED072050 3 102 .26 .28 .64 .60 ED072055 3 84 .20 .24 .64 .57 Note. Job Cplx= job complexity 1= low level, 2 = medium level, 3 = high level; rg = observed validity of G; rgvn = observed validity of GVN; ug = range restriction value of G; ugvn = range restriction value of GVN.
21 Supplementary Material 2. Validity Coefficients and Range Restriction Values of G and GVN Composites for Instructor Ratings. ERIC ID Job Cplx Sample rg rgvn ugvn ug ED059290 2 40 .60 .62 .90 .86 ED060094 3 57 .62 .57 .70 .68 ED060110 2 99 .33 .32 .73 .72 ED060111 2 124 .48 .44 .72 .69 ED060119 2 40 .47 .52 .76 .76 ED061305 2 81 .42 .32 .66 .64 ED061331 2 33 .11 .12 .84 .82 ED061331 2 51 .38 .32 - - ED061331 2 52 .26 .24 .76 .75 ED061333 1 164 .33 .32 .70 .66 ED061338 1 52 .62 - - .86 ED062446 2 66 .48 .46 .83 .85 ED063388 2 53 .39 .34 .60 .55 ED063388 2 85 .37 .37 .72 .74 ED063388 2 121 .57 .46 .64 .62 ED063389 2 70 .46 .40 .75 .74 ED063389 2 83 .39 .36 - - ED065564 2 66 .53 .47 .78 .76 ED065565 2 50 .54 .57 .79 .76 ED065576 2 51 .50 .49 .78 .78 ED065612 2 130 .41 .36 .56 .48 ED065626 2 77 .21 .24 .83 .83 ED066475 2 56 .09 .06 .80 .79 ED066475 2 63 .17 .10 .75 .72 ED066480 2 50 .26 .25 .69 .69 ED066490 1 53 .28 .24 .78 .75 ED066517 1 48 .45 .43 .9 .94 ED067409 2 59 .61 .63 .76 .74 ED068557 2 50 .29 .29 .78 .72 ED068567 1 49 .55 .53 .65 .70 ED069625 2 78 .29 .28 .58 .52 ED069635 2 62 .34 .25 .76 .79 ED069636 2 46 .35 .31 .66 .65 ED069637 2 60 .52 .44 .87 .87 ED069642 2 61 .24 .20 .87 .87 ED070776 2 30 .22 .12 .78 .79 ED070776 2 27 .08 .24 .73 .71 ED072047 2 50 .54 .46 .73 .74 ED072049 1 64 .25 .19 .86 .84 ED072049 1 39 .22 .24 .77 .78 ED072053 2 86 .33 .38 .82 .79
22 ED078069 3 51 .15 .16 .69 .69 ED118597 1 136 .36 .34 .69 .67 ED158039 2 253 .54 .55 .80 .83 ED223707 2 933 .20 .21 .73 .72 Note. Job Cplx= job complexity 1= low level, 2 = medium level, 3 = high level; rg = observed validity of G; rgvn = observed validity of GVN; ug = range restriction value of G; ugvn = range restriction value of GVN.
23 Supplementary Material 3. Validity Coefficients and Range Restriction Values of G and GVN Composites for Job Performance Ratings. ERIC ID Job Cplx Sample rg rgvn ugvn ug ED016119 3 34 .21 .20 .72 .64 ED016119 3 56 .24 .24 .76 .81 ED057168 2 59 .31 .31 .95 .92 ED059282 2 31 .19 .19 .68 .67 ED059283 1 32 .26 .22 .94 .86 ED059284 1 36 .45 .53 - - ED059284 1 32 .36 .24 - - ED059284 1 32 .23 .13 - - ED059284 1 27 .42 .25 - - ED059284 1 29 .36 .36 - - ED059285 2 42 .18 .03 .61 .56 ED059286 3 82 .22 .08 .81 .80 ED059286 3 36 .52 .41 .57 .56 ED059287 1 43 .26 .27 - - ED059288 2 51 .17 .20 .70 .65 ED059290 2 71 .29 .23 .76 .78 ED059290 2 66 .42 - - .65 ED059291 1 45 .30 .27 .79 .79 ED059295 2 64 .12 .08 .81 .77 ED059295 2 30 .28 .25 .89 .84 ED059296 1 70 .14 .11 .77 .72 ED059297 1 45 .28 .20 .74 .73 ED059298 1 60 .18 .19 1.01 .98 ED059299 1 35 .02 .04 .80 .73 ED059300 2 90 .21 .29 .68 .66 ED059301 1 33 .15 .15 .98 .95 ED059302 1 72 .38 .25 .97 .90 ED059304 1 46 -.19 -.22 .68 .64 ED059305 1 57 .20 .13 .68 .59 ED060067 3 32 .31 .30 .71 .67 ED060069 2 51 .25 .16 .59 .60 ED060073 2 37 .19 .10 .86 .86 ED060074 1 103 .20 .17 .79 .81 ED060075 1 50 .13 .13 .83 .78 ED060076 3 14 .64 .53 .63 .62 ED060076 3 29 .21 .17 - - ED060076 3 17 .61 .54 - - ED060078 2 50 .28 .33 .90 .79 ED060080 2 112 .26 .22 .75 .75 ED060080 2 48 .47 .52 .84 .87
24 ED060080 2 32 .46 .47 .80 .82 ED060080 2 50 .36 .37 .80 .76 ED060080 2 51 .45 .38 .67 .61 ED060082 2 206 .34 .33 .77 .74 ED060083 2 247 .26 .26 .87 .88 ED060083 2 129 .02 .02 .87 .92 ED060084 1 52 .24 .28 .73 .69 ED060085 2 62 .26 .13 .72 .68 ED060089 1 51 .24 .24 .78 .73 ED060090 2 107 .35 .38 .79 .81 ED060091 1 75 .39 .36 .88 .80 ED060092 1 60 .10 .13 .69 .66 ED060095 1 50 .09 .12 .73 .70 ED060096 2 49 .24 .12 .84 .78 ED060100 2 322 .37 .35 .87 .84 ED060100 2 89 .22 .22 .87 .83 ED060102 1 55 .32 .29 .92 .86 ED060103 3 51 .35 .33 .85 .80 ED060105 2 94 .11 .15 .73 .69 ED060107 2 63 .39 .33 .84 .83 ED060108 2 51 .34 .38 .88 .87 ED060109 2 59 .40 .36 .68 .64 ED060111 2 129 .32 .31 .78 .74 ED060112 1 55 .36 .33 .79 .82 ED060113 2 64 .37 .34 .80 .84 ED060114 1 52 .17 .14 .61 .51 ED060115 2 52 .40 .33 .88 .84 ED060116 1 61 .11 .14 .58 .54 ED060118 1 56 .40 .41 .84 .82 ED060119 2 76 .30 .36 .74 .71 ED060119 2 62 .57 .59 .85 .85 ED060119 2 50 .21 .13 .64 .61 ED060120 1 57 .16 .14 .68 .64 ED060122 1 53 .16 .14 .84 .80 ED060123 2 52 .35 .36 .82 .87 ED060125 2 50 .26 .36 .91 .83 ED060129 2 53 -.06 -.06 .68 .70 ED060491 2 89 .41 .42 .67 .61 ED061289 2 35 .33 .32 .78 .78 ED061292 1 62 .38 .37 .88 .81 ED061293 1 50 .10 .04 .82 .76 ED061301 1 74 -.09 -.06 .66 .58 ED061302 2 70 .44 .42 .97 1.03 ED061303 2 51 .07 .06 .76 .73 ED061304 1 63 .26 .28 .75 .68 ED061305 2 31 .33 .29 .79 .78
25 ED061306 1 72 .09 .02 .75 .69 ED061307 1 61 .35 .25 .61 .55 ED061308 2 50 .40 .28 .63 .63 ED061310 2 57 .48 .49 .72 .72 ED061313 2 48 .41 .42 .79 .78 ED061314 2 50 .38 .33 .72 .66 ED061317 1 39 .06 .12 .83 .86 ED061317 1 38 .16 .24 .78 .76 ED061318 2 66 .32 .30 .87 .86 ED061319 3 54 .39 .38 .60 .55 ED061320 1 57 .23 .14 .81 .74 ED061320 1 37 .15 .06 .64 .61 ED061321 1 74 -.09 -.05 .79 .74 ED061321 1 57 .34 .41 .80 .76 ED061321 1 94 .08 .12 .89 .82 ED061322 2 63 .22 .20 .74 .78 ED061323 1 52 .05 .05 .82 .79 ED061324 1 87 .26 .22 .76 .70 ED061326 1 61 .11 .15 .82 .80 ED061326 1 83 .18 .18 .83 .76 ED061326 1 57 -.09 -.09 .77 .73 ED061327 1 141 .18 .15 .96 .95 ED061327 1 82 .06 .09 .92 .87 ED061327 1 51 .15 .18 .99 .95 ED061327 1 50 .05 .04 .71 .68 ED061328 2 50 .43 .40 .80 .78 ED061328 2 36 .37 .37 .86 .85 ED061329 2 50 .48 .50 .70 .65 ED061330 1 52 .26 .21 .77 .74 ED061332 1 54 -.10 -.04 .76 .76 ED061334 1 54 .28 .25 .66 .59 ED061335 1 51 .12 .11 .81 .80 ED061335 1 38 .19 .19 .84 .85 ED061336 2 60 .32 .31 .84 .84 ED061336 2 51 .35 .43 .64 .64 ED061337 2 52 .12 .11 .71 .66 ED061338 1 50 .28 .26 .75 .73 ED061339 1 51 .16 .18 .81 .79 ED061340 1 55 .60 .48 .78 .73 ED061341 1 40 .21 .15 .97 .91 ED061342 2 51 .40 .36 .80 .83 ED062404 2 53 .40 .34 .64 .64 ED062405 2 52 .39 .19 .64 .66 ED062406 2 50 .16 .19 .76 .73 ED062407 1 58 .52 .50 .77 .76 ED062408 2 59 .27 .25 .83 .85
32 ED072066 2 53 .32 .29 .76 .72 ED072067 2 98 .52 .53 .76 .76 ED072068 1 66 -.04 .03 .74 .68 ED072069 2 106 .20 .26 .61 .59 ED078070 1 31 .33 .37 .54 .49 ED078070 1 34 .18 .19 .79 .79 ED100969 2 81 .14 .16 .68 .63 ED100969 2 99 .21 .22 .84 .83 ED103450 1 202 .22 .22 .90 .91 ED103451 1 348 .25 .25 .75 .75 ED103456 2 266 .29 .28 .86 .88 ED103489 2 326 .47 .44 .74 .73 ED103491 2 407 .36 .37 .78 .76 ED103492 1 186 .32 .33 .86 .88 ED103495 2 291 .16 .20 .85 .84 ED117132 1 78 .17 .17 .85 .89 ED117159 2 204 .19 .16 .74 .73 ED117160 2 234 .11 .08 .82 .82 ED118598 2 243 .27 .29 .87 .89 ED158039 2 253 .18 .21 .82 .68 ED223695 2 154 .38 .36 .82 .84 ED223696 2 404 .22 .24 .82 .81 ED223707 2 123 .16 .16 .81 .75 ED223714 2 239 .20 .23 .93 .94 ED223718 2 201 .32 .31 .75 .73 ED223722 2 194 .23 .19 .84 .86 ED223723 2 496 .30 .30 .88 .90 ED224826 1 644 .22 .21 .75 .75 ED263137 2 272 .18 .37 .75 .80 Note. Job Cplx = job complexity 1 = low level, 2 = medium level, 3= high level; rg = observed validity of G; rgvn = observed validity of GVN; ug = range restriction value of G; ugvn = range restriction value of GVN.
33 Supplementary Material 4. Validity Coefficients and Range Restriction Values of G and GVN Composites for Production Records. ERIC ID Job Cplx Sample rg rgvn ugvn ug ED060117 1 58 .24 .25 .72 .67 ED060117 1 91 .11 .11 .73 .67 ED060099 1 58 .31 .36 .73 .66 ED061322 2 63 .16 .13 .78 .78 ED060096 2 41 .15 .13 .69 .65 ED066471 2 50 .11 .11 .89 .88 ED065611 1 51 .08 .08 .98 1.01 ED060101 2 50 .37 .03 .74 .68 ED060128 1 50 .21 .19 .79 .79 ED060081 1 27 -.23 -.18 .65 .66 ED060081 1 24 -.18 -.17 .69 .66 ED060081 1 52 -.16 -.12 .77 .74 ED061317 1 50 .35 .37 .78 .74 ED061317 1 38 .16 .22 .81 .76 ED060072 1 31 .32 .38 .90 .90 ED061321 1 44 -.02 -.06 .71 .65 ED059287 1 100 .03 .04 - - ED059287 1 65 .08 .04 - - ED059287 1 73 .03 .05 .80 .74 ED059284 1 27 .25 .35 - - ED059284 1 23 .28 .31 - - ED059284 1 47 .16 .20 - - ED059284 1 36 .50 .52 - - ED059284 1 58 .26 .23 .71 .68 ED059284 1 75 -.05 -.04 .71 .65 ED069645 1 57 .18 .20 .83 .77 ED059285 2 60 .17 .20 .70 .62 ED059285 2 42 .18 .03 .61 .56 ED059303 1 34 .31 .29 .82 .77 ED061327 1 53 -.01 .07 .71 .66 ED969771 2 51 .33 .29 .69 .60 Note. Job Cplx= job complexity 1 = low level, 2 = medium level, 3 = high level; rg = observed validity of G; rgvn = observed validity of GVN; ug = range restriction value of G; ugvn = range restriction value of GVN.
34 Supplementary Material 5. Validity Coefficients and Range Restriction Values of G and GVN Composites for Work Sample Tests. ERIC ID Job Cplx Sample rg rgvn ugvn ug ED063391 1 57 .08 .08 .69 .65 ED062426 1 80 .37 .43 .79 .75 ED061313 2 57 .20 .21 .77 .77 ED066491 2 89 .35 .34 .74 .61 ED059290 2 66 .37 - - .65 ED063397 2 49 .02 .03 .77 .80 ED059288 2 130 .29 .34 .68 .68 ED059288 2 60 .41 .46 .54 .51 ED059288 2 50 .45 .48 .54 .49 ED059288 2 58 .50 .55 .81 .82 ED065612 2 63 .30 .18 .56 .48 Note. Job Cplx= job complexity 1= low level, 2 = medium level, 3 = high level; rg = observed validity of G; rgvn = observed validity of GVN; ug = range restriction value of G; ugvn = range restriction value of GVN.