Rational thinking as a general cognitive ability: Factorial structure, underlying cognitive processes, and relevance for university academic success

Rational thinking describes the ability to suppress heuristic thinking processes and to override them with systematic ones. In view of the high degree of required self-organization and decision-making skills that learning at the university demands, this ability seems relevant. In this study, 299 sub...

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Published inLearning and individual differences Vol. 111; p. 102428
Main Authors Grimm, Johanna, Richter, Tobias
Format Journal Article
LanguageEnglish
Published Elsevier Inc 01.04.2024
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ISSN1041-6080
1873-3425
DOI10.1016/j.lindif.2024.102428

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Abstract Rational thinking describes the ability to suppress heuristic thinking processes and to override them with systematic ones. In view of the high degree of required self-organization and decision-making skills that learning at the university demands, this ability seems relevant. In this study, 299 subjects completed four subtests on cognitive biases (cognitive reflection, resistance to belief bias, resistance to ratio bias, disjunctive reasoning). Bifactor analyses supported the existence of an underlying general factor of rational thinking processes as well as specific facet factors. Construct validity was analyzed with reaction times of correct and incorrect responses to test and control items. Among students (n = 191), rational thinking predicted academic success beyond fluid intelligence. The effect of rational thinking dispositions on academic success was partly mediated by rational thinking processes. Our results suggest that rational thinking is a general cognitive ability relevant to university learning, and they provide recommendations for its assessment. •Bifactor analyses indicate rational thinking to be a general cognitive ability.•Rational thinking is manifested in resistance to cognitive biases.•Rational thinking predicts university academic success beyond intelligence.•Rational thinking dispositions affect student success by evoking rational thinking processes.
AbstractList Rational thinking describes the ability to suppress heuristic thinking processes and to override them with systematic ones. In view of the high degree of required self-organization and decision-making skills that learning at the university demands, this ability seems relevant. In this study, 299 subjects completed four subtests on cognitive biases (cognitive reflection, resistance to belief bias, resistance to ratio bias, disjunctive reasoning). Bifactor analyses supported the existence of an underlying general factor of rational thinking processes as well as specific facet factors. Construct validity was analyzed with reaction times of correct and incorrect responses to test and control items. Among students (n = 191), rational thinking predicted academic success beyond fluid intelligence. The effect of rational thinking dispositions on academic success was partly mediated by rational thinking processes. Our results suggest that rational thinking is a general cognitive ability relevant to university learning, and they provide recommendations for its assessment. •Bifactor analyses indicate rational thinking to be a general cognitive ability.•Rational thinking is manifested in resistance to cognitive biases.•Rational thinking predicts university academic success beyond intelligence.•Rational thinking dispositions affect student success by evoking rational thinking processes.
ArticleNumber 102428
Author Grimm, Johanna
Richter, Tobias
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  givenname: Tobias
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  surname: Richter
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Cites_doi 10.1016/0004-3702(86)90068-8
10.1080/13546780600780796
10.1037/0022-3514.66.5.819
10.1016/j.paid.2007.03.017
10.3758/s13423-013-0384-5
10.1037/a0012842
10.1016/j.intell.2020.101487
10.1016/j.jml.2017.01.001
10.1016/j.intell.2015.02.008
10.1007/s11245-016-9375-2
10.1080/13546780542000005
10.1080/01443410303225
10.3390/su11226498
10.1016/0010-0277(92)90019-E
10.1007/s11336-016-9552-7
10.18637/jss.v082.i13
10.1007/s11336-012-9251-y
10.1080/13546783.2013.844729
10.24059/olj.v26i2.2725
10.1037/0022-3514.66.4.742
10.1016/j.tsc.2016.11.007
10.1080/00273171.2012.715555
10.1016/j.intell.2015.09.002
10.1016/j.paid.2016.01.029
10.1002/per.1975
10.1002/bdm.481
10.1080/14703291003718893
10.1017/S1930297500007622
10.3758/MC.38.2.186
10.1007/s10734-004-6361-1
10.1016/j.cognition.2021.104645
10.1177/0033294118806473
10.1037/0033-2909.114.3.510
10.3389/fpsyg.2015.00728
10.1016/j.edurev.2018.10.001
10.3758/BF03199552
10.7717/peerj.2395
10.1371/journal.pone.0186404
10.1080/13562510220144789
10.1037/a0026838
10.1016/0010-0277(94)90038-8
10.1371/journal.pone.0141243
10.1037/a0030746
10.1177/02103702231224633
10.5709/acp-0193-5
10.1111/j.1559-1816.2002.tb02770.x
10.3389/fpsyg.2016.01402
10.1080/00461520.2014.916217
10.1080/13546783.2021.2008003
10.1111/j.1933-1592.2003.tb00281.x
10.1080/17470218.2016.1188406
10.3758/s13421-011-0104-1
10.1037/0022-3514.42.1.116
10.1080/13546783.2021.1938220
10.1177/0146621605278814
10.1080/17470218.2017.1313283
10.1016/j.jecp.2005.05.001
10.1037/0022-3514.63.4.534
10.1146/annurev.psych.59.103006.093629
10.1080/15213269.2014.987400
10.18637/jss.v048.i02
10.1002/bdm.2213
10.1017/S1930297500005921
10.1257/089533005775196732
10.3758/s13423-023-02321-2
10.1080/02783193.2018.1434715
10.1177/1742715013511484
10.1080/13546783.2015.1016450
10.1080/02724980543000123
10.3389/fpsyg.2021.630177
10.1037/0022-3514.94.4.672
10.18637/jss.v067.i01
10.1007/s11336-008-9099-3
10.1080/14640749508401424
10.1007/s10734-017-0189-y
10.1037/0022-0663.94.1.197
10.1177/1745691612460685
10.1002/bdm.1883
10.1037/0033-295X.107.4.852
10.1080/10705511.2019.1611434
10.1080/13546783.2019.1708793
10.1002/bdm.2214
10.1111/j.1468-2273.2007.00361.x
10.1037/met0000045
10.3389/fpsyg.2014.00665
10.1016/j.paid.2018.07.033
10.1016/S0022-0965(02)00121-2
10.1177/001316447803800111
10.1111/bjep.12298
10.3758/BF03196976
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Keywords Academic achievement
University assessment
Cognitive biases
Intelligence
Rationality
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References Levesque (bb0260) 1986; 30
Britt, Richter, Rouet (bb0070) 2014; 49
De Neys, Rossi, Houdé (bb0110) 2013; 20
Boissin, Caparos, Raoelison, de Neys (bb0060) 2021; 211
Shafir (bb0395) 1994; 50
Primi, Morsanyi, Chiesi, Donati, Hamilton (bb0325) 2016; 29
Kahneman (bb0205) 2012
Rosseel (bb0370) 2012; 48
Haran, Ritov, Mellers (bb0185) 2013; 8
Evans, Barston, Pollard (bb0135) 1983; 11
McAbee, Oswald, Connelly (bb0290) 2014; 28
Kokis, Macpherson, Toplak, West, Stanovich (bb0240) 2002; 83
Weiß (bb0525) 2006
Bader, Jobst, Moshagen (bb0020) 2022; 1–12
Roth, Becker, Romeyke, Schäfer, Domnick, Spinath (bb0380) 2015; 53
West, Toplak, Stanovich (bb0530) 2008; 100
O’Connor, Paunonen (bb0315) 2007; 43
Stanovich (bb0435) 2009
Watkins (bb0520) 2013
Basile, Toplak (bb0025) 2015; 6
Frey, Johnson, De Neys (bb0155) 2018; 71
van den Berg, Hofman (bb0035) 2005; 50
Richardson, Abraham, Bond (bb0350) 2012; 138
Teovanović, Knežević, Stankov (bb0485) 2015; 50
Toplak, Flora (bb0495) 2021; 34
Ceschi, Costantini, Sartori, Weller, Di Fabio (bb0085) 2019; 146
York, Gibson, Rankin (bb0540) 2015; 20
Stanovich, West, Toplak (bb0450) 2016
Matuschek, Kliegl, Vasishth, Baayen, Bates (bb0280) 2017; 94
Burgoyne, Mashburn, Tsukahara, Hambrick, Engle (bb0075) 2021; 29
Stadler, Aust, Becker, Niepel, Greiff (bb0425) 2016; 94
Zinbarg, Yovel, Revelle, McDonald (bb0545) 2006; 30
Klaczynski, Lavallee (bb0230) 2005; 92
Markovits, Nantel (bb0270) 1989; 17
Stieger, Reips (bb0460) 2016; 4
Toplak, West, Stanovich (bb0505) 2011; 39
Rosseel (bb0375) 2023
Berthet (bb0040) 2021; 12
Hayes (bb0195) 2018
Simonovic, Vione, Fido, Stupple, Martin, Clarke (bb0405) 2022; 26
Schermelleh-Engel, Moosbrugger, Müller (bb0390) 2003; 8
Shi, Maydeu-Olivares, Rosseel (bb0400) 2020; 27
Hardman, Payne (bb0190) 1995; 48
Newstead, Pollard, Evans, Allen (bb0310) 1992; 45
Robison, Unsworth (bb0360) 2017; 70
Manktelow (bb0265) 2004
Amthauer, Brocke, Liepmann, Beauducel (bb0010) 2007
Maydeu-Olivares (bb0285) 2017; 82
Böckenholt (bb0055) 2012; 77
Klauer, Musch, Naumer (bb0235) 2000; 107
Martire, Robson, Drew, Nicholls, Faasse (bb0275) 2023; 30
Appel, Gnambs, Richter, Green (bb0015) 2015; 18
Stratham, Gleicher, Boninger, Edwards (bb0465) 1994; 66
Stadler, Becker, Schult, Niepel, Spinath, Sparfeldt, Greiff (bb0430) 2018; 76
Millisecond (bb0300) 2021
Richter, Tiffin-Richards (bb0355) 2024
Bonnefon (bb0065) 2018; 37
Green, Yang (bb0175) 2009; 74
Stupple, Maratos, Elander, Hunt, Cheung, Aubeeluck (bb0475) 2017; 23
Bonner, Newell (bb2000) 2010; 38
Parker, Fischhoff (bb0320) 2005; 18
Evans (bb0130) 2008; 59
Evans, Stanovich (bb0145) 2013; 8
Toplak, Stanovich (bb0500) 2002; 94
Evans, Curtis-Holmes (bb0140) 2005; 11
Frederick (bb0150) 2005; 19
McDonald (bb0295) 1978; 38
De Neys (bb0105) 2023; 46
Kriegbaum, Becker, Spinath (bb0245) 2018; 25
Cacioppo, Petty (bb0080) 1982; 42
Gamache (bb0165) 2002; 7
Šrol (bb0415) 2022; 28
Grass, Strobel, Strobel (bb0170) 2017; 8
Hussey, Smith (bb0200) 2010; 47
Klaczynski, Felmban (bb0225) 2020; 123
Stupple, Pitchford, Ball, Hunt, Steel (bb0480) 2017; 12
Ren, Tong, Peng, Wang (bb0345) 2020; 82
Wingate (bb0535) 2007; 61
Haigh (bb0180) 2016; 12
Kirkpatrick, Epstein (bb0215) 1992; 63
Lenth (bb0255) 2023
Stanovich, West (bb0445) 2008; 94
Alós-Ferrer, Garagnani, Hügelschäfer (bb0005) 2016; 7
Toplak, West, Stanovich (bb0510) 2014; 20
Reise (bb0335) 2012; 47
Denes-Raj, Epstein (bb0115) 1994; 66
Kuznetsova, Brockhoff, Christensen (bb0250) 2017; 82
Thomson, Oppenheimer (bb0490) 2016; 11
Sternberg (bb0455) 2018; 40
Furtner, Rauthmann, Sachse (bb0160) 2015; 11
Kelly (bb0210) 2003; 66
Rodriguez, Reise, Haviland (bb0365) 2016; 21
Šrol, De Neys (bb0420) 2021; 27
De Neys (bb0095) 2006; 59
Sirota, Dewberry, Juanchich, Valuš, Marshall (bb0410) 2021; 34
von Stumm, Ackermann (bb0470) 2013; 139
Reise, Bonifay, Haviland (bb0340) 2018; Vol. 65
Münchow, Richter, von der Mühlen, Schmid (bb0305) 2019; 89
Klaczynski (bb0220) 2014; 5
Ratcliff (bb0330) 1993; 114
Stanovich, West (bb0440) 2007; 13
Bates, Maechler, Bolker, Walker (bb0030) 2015; 67
Salgado, Otero, Moscoso (bb0385) 2019; 11
Corgnet, Hernán Gonzalez, Mateo (bb0090) 2015; 10
Elias, Loomis (bb0125) 2002; 32
Diseth, Martinsen (bb0120) 2003; 23
Trippas, Pennycook, Verde, Handley (bb0515) 2015; 21
Bless, Wämke, Bohner, Fellhauer, Schwarz (bb0050) 1994; 25
(bb0100) 2017
Evans (10.1016/j.lindif.2024.102428_bb0130) 2008; 59
Rosseel (10.1016/j.lindif.2024.102428_bb0370) 2012; 48
Trippas (10.1016/j.lindif.2024.102428_bb0515) 2015; 21
Ren (10.1016/j.lindif.2024.102428_bb0345) 2020; 82
Stanovich (10.1016/j.lindif.2024.102428_bb0435) 2009
Basile (10.1016/j.lindif.2024.102428_bb0025) 2015; 6
Hussey (10.1016/j.lindif.2024.102428_bb0200) 2010; 47
Kuznetsova (10.1016/j.lindif.2024.102428_bb0250) 2017; 82
Cacioppo (10.1016/j.lindif.2024.102428_bb0080) 1982; 42
Markovits (10.1016/j.lindif.2024.102428_bb0270) 1989; 17
Matuschek (10.1016/j.lindif.2024.102428_bb0280) 2017; 94
Kirkpatrick (10.1016/j.lindif.2024.102428_bb0215) 1992; 63
Toplak (10.1016/j.lindif.2024.102428_bb0505) 2011; 39
Burgoyne (10.1016/j.lindif.2024.102428_bb0075) 2021; 29
Salgado (10.1016/j.lindif.2024.102428_bb0385) 2019; 11
Bless (10.1016/j.lindif.2024.102428_bb0050) 1994; 25
Green (10.1016/j.lindif.2024.102428_bb0175) 2009; 74
Stanovich (10.1016/j.lindif.2024.102428_bb0445) 2008; 94
Elias (10.1016/j.lindif.2024.102428_bb0125) 2002; 32
Boissin (10.1016/j.lindif.2024.102428_bb0060) 2021; 211
Furtner (10.1016/j.lindif.2024.102428_bb0160) 2015; 11
Hayes (10.1016/j.lindif.2024.102428_bb0195) 2018
Evans (10.1016/j.lindif.2024.102428_bb0140) 2005; 11
Berthet (10.1016/j.lindif.2024.102428_bb0040) 2021; 12
Appel (10.1016/j.lindif.2024.102428_bb0015) 2015; 18
Lenth (10.1016/j.lindif.2024.102428_bb0255)
Toplak (10.1016/j.lindif.2024.102428_bb0495) 2021; 34
Bates (10.1016/j.lindif.2024.102428_bb0030) 2015; 67
Watkins (10.1016/j.lindif.2024.102428_bb0520) 2013
Newstead (10.1016/j.lindif.2024.102428_bb0310) 1992; 45
Rosseel (10.1016/j.lindif.2024.102428_bb0375)
Klaczynski (10.1016/j.lindif.2024.102428_bb0230) 2005; 92
Frederick (10.1016/j.lindif.2024.102428_bb0150) 2005; 19
Millisecond (10.1016/j.lindif.2024.102428_bb0300) 2021
Münchow (10.1016/j.lindif.2024.102428_bb0305) 2019; 89
Thomson (10.1016/j.lindif.2024.102428_bb0490) 2016; 11
Bonner (10.1016/j.lindif.2024.102428_bb2000) 2010; 38
Stadler (10.1016/j.lindif.2024.102428_bb0425) 2016; 94
Maydeu-Olivares (10.1016/j.lindif.2024.102428_bb0285) 2017; 82
Stadler (10.1016/j.lindif.2024.102428_bb0430) 2018; 76
Klauer (10.1016/j.lindif.2024.102428_bb0235) 2000; 107
van den Berg (10.1016/j.lindif.2024.102428_bb0035) 2005; 50
McAbee (10.1016/j.lindif.2024.102428_bb0290) 2014; 28
Stieger (10.1016/j.lindif.2024.102428_bb0460) 2016; 4
Corgnet (10.1016/j.lindif.2024.102428_bb0090) 2015; 10
De Neys (10.1016/j.lindif.2024.102428_bb0095) 2006; 59
Stanovich (10.1016/j.lindif.2024.102428_bb0440) 2007; 13
Robison (10.1016/j.lindif.2024.102428_bb0360) 2017; 70
Reise (10.1016/j.lindif.2024.102428_bb0340) 2018; Vol. 65
Šrol (10.1016/j.lindif.2024.102428_bb0420) 2021; 27
Ceschi (10.1016/j.lindif.2024.102428_bb0085) 2019; 146
Klaczynski (10.1016/j.lindif.2024.102428_bb0220) 2014; 5
Toplak (10.1016/j.lindif.2024.102428_bb0500) 2002; 94
Stupple (10.1016/j.lindif.2024.102428_bb0480) 2017; 12
Ratcliff (10.1016/j.lindif.2024.102428_bb0330) 1993; 114
Evans (10.1016/j.lindif.2024.102428_bb0135) 1983; 11
Sirota (10.1016/j.lindif.2024.102428_bb0410) 2021; 34
Teovanović (10.1016/j.lindif.2024.102428_bb0485) 2015; 50
Wingate (10.1016/j.lindif.2024.102428_bb0535) 2007; 61
O’Connor (10.1016/j.lindif.2024.102428_bb0315) 2007; 43
Amthauer (10.1016/j.lindif.2024.102428_bb0010) 2007
(10.1016/j.lindif.2024.102428_bb0100) 2017
Frey (10.1016/j.lindif.2024.102428_bb0155) 2018; 71
Rodriguez (10.1016/j.lindif.2024.102428_bb0365) 2016; 21
Toplak (10.1016/j.lindif.2024.102428_bb0510) 2014; 20
Hardman (10.1016/j.lindif.2024.102428_bb0190) 1995; 48
Reise (10.1016/j.lindif.2024.102428_bb0335) 2012; 47
West (10.1016/j.lindif.2024.102428_bb0530) 2008; 100
Bonnefon (10.1016/j.lindif.2024.102428_bb0065) 2018; 37
Shafir (10.1016/j.lindif.2024.102428_bb0395) 1994; 50
Roth (10.1016/j.lindif.2024.102428_bb0380) 2015; 53
Gamache (10.1016/j.lindif.2024.102428_bb0165) 2002; 7
De Neys (10.1016/j.lindif.2024.102428_bb0105) 2023; 46
Schermelleh-Engel (10.1016/j.lindif.2024.102428_bb0390) 2003; 8
Primi (10.1016/j.lindif.2024.102428_bb0325) 2016; 29
Kelly (10.1016/j.lindif.2024.102428_bb0210) 2003; 66
Kriegbaum (10.1016/j.lindif.2024.102428_bb0245) 2018; 25
McDonald (10.1016/j.lindif.2024.102428_bb0295) 1978; 38
Simonovic (10.1016/j.lindif.2024.102428_bb0405) 2022; 26
Richter (10.1016/j.lindif.2024.102428_bb0355) 2024
Stanovich (10.1016/j.lindif.2024.102428_bb0450) 2016
Šrol (10.1016/j.lindif.2024.102428_bb0415) 2022; 28
Klaczynski (10.1016/j.lindif.2024.102428_bb0225) 2020; 123
Stratham (10.1016/j.lindif.2024.102428_bb0465) 1994; 66
Alós-Ferrer (10.1016/j.lindif.2024.102428_bb0005) 2016; 7
Denes-Raj (10.1016/j.lindif.2024.102428_bb0115) 1994; 66
Kokis (10.1016/j.lindif.2024.102428_bb0240) 2002; 83
Shi (10.1016/j.lindif.2024.102428_bb0400) 2020; 27
Evans (10.1016/j.lindif.2024.102428_bb0145) 2013; 8
Manktelow (10.1016/j.lindif.2024.102428_bb0265) 2004
Haran (10.1016/j.lindif.2024.102428_bb0185) 2013; 8
Stupple (10.1016/j.lindif.2024.102428_bb0475) 2017; 23
Böckenholt (10.1016/j.lindif.2024.102428_bb0055) 2012; 77
De Neys (10.1016/j.lindif.2024.102428_bb0110) 2013; 20
Martire (10.1016/j.lindif.2024.102428_bb0275) 2023; 30
Parker (10.1016/j.lindif.2024.102428_bb0320) 2005; 18
Grass (10.1016/j.lindif.2024.102428_bb0170) 2017; 8
Richardson (10.1016/j.lindif.2024.102428_bb0350) 2012; 138
York (10.1016/j.lindif.2024.102428_bb0540) 2015; 20
Kahneman (10.1016/j.lindif.2024.102428_bb0205) 2012
Britt (10.1016/j.lindif.2024.102428_bb0070) 2014; 49
Zinbarg (10.1016/j.lindif.2024.102428_bb0545) 2006; 30
Weiß (10.1016/j.lindif.2024.102428_bb0525) 2006
Bader (10.1016/j.lindif.2024.102428_bb0020) 2022; 1–12
Levesque (10.1016/j.lindif.2024.102428_bb0260) 1986; 30
Haigh (10.1016/j.lindif.2024.102428_bb0180) 2016; 12
von Stumm (10.1016/j.lindif.2024.102428_bb0470) 2013; 139
Diseth (10.1016/j.lindif.2024.102428_bb0120) 2003; 23
Sternberg (10.1016/j.lindif.2024.102428_bb0455) 2018; 40
References_xml – volume: 8
  start-page: 23
  year: 2003
  end-page: 74
  ident: bb0390
  article-title: Evaluating the fit of structural equation models: Tests of significance and descriptive goodness-of-fit measures
  publication-title: Methods of Psychological Research
– volume: 53
  start-page: 118
  year: 2015
  end-page: 137
  ident: bb0380
  article-title: Intelligence and school grades: A meta-analysis
  publication-title: Intelligence
– volume: 74
  start-page: 155
  year: 2009
  end-page: 167
  ident: bb0175
  article-title: Reliability of summed item scores using structural equation modeling: An alternative to coefficient alpha
  publication-title: Psychometrika
– year: 2012
  ident: bb0205
  article-title: Thinking, fast and slow
– volume: 26
  start-page: 254
  year: 2022
  end-page: 274
  ident: bb0405
  article-title: The impact of attitudes, beliefs, and cognitive reflection on the development of critical thinking skills in online students
  publication-title: Online Learning
– volume: 82
  start-page: 1
  year: 2017
  end-page: 26
  ident: bb0250
  article-title: lmerTest package: Tests in linear mixed effects models
  publication-title: Journal of Statistical Software
– volume: 66
  start-page: 612
  year: 2003
  end-page: 640
  ident: bb0210
  article-title: Epistemic rationality as instrumental rationality: A critique
  publication-title: Philosophy and Phenomenological Research
– volume: 27
  start-page: 38
  year: 2021
  end-page: 68
  ident: bb0420
  article-title: Predicting individual differences in conflict detection and bias susceptibility during reasoning
  publication-title: Thinking & Reasoning
– volume: 39
  start-page: 1275
  year: 2011
  end-page: 1289
  ident: bb0505
  article-title: The Cognitive Reflection Test as a predictor of performance on heuristics-and-biases tasks
  publication-title: Memory & Cognition
– volume: 8
  start-page: 188
  year: 2013
  end-page: 201
  ident: bb0185
  article-title: The role of actively open-minded thinking in information acquisition, accuracy, and calibration
  publication-title: Judgement and Decision Making
– volume: 50
  start-page: 75
  year: 2015
  end-page: 86
  ident: bb0485
  article-title: Individual differences in cognitive biases: Evidence against one-factor theory of rationality
  publication-title: Intelligence
– volume: 30
  start-page: 81
  year: 1986
  end-page: 108
  ident: bb0260
  article-title: Making believers out of computers
  publication-title: Artificial Intelligence
– volume: 47
  start-page: 155
  year: 2010
  end-page: 164
  ident: bb0200
  article-title: Transitions in higher education
  publication-title: Innovations in Education and Teaching International
– volume: 30
  start-page: 2387
  year: 2023
  end-page: 2396
  ident: bb0275
  article-title: Thinking false and slow: Implausible beliefs and the Cognitive Reflection Test
  publication-title: Psychonomic Bulletin & Review
– volume: 107
  start-page: 852
  year: 2000
  end-page: 884
  ident: bb0235
  article-title: On belief bias in syllogistic reasoning
  publication-title: Psychological Review
– volume: 25
  start-page: 147
  year: 1994
  end-page: 154
  ident: bb0050
  article-title: Need for Cognition: Eine Skala zur Erfassung von Engagement und Freude bei Denkaufgaben [A scale to capture engagement and enjoyment in thinking tasks]
  publication-title: Zeitschrift für Sozialpsychologie
– volume: 20
  start-page: 269
  year: 2013
  end-page: 273
  ident: bb0110
  article-title: Bats, balls, and substitution sensitivity: Cognitive misers are no happy fools
  publication-title: Psychonomic Bulletin & Review
– volume: 13
  start-page: 225
  year: 2007
  end-page: 247
  ident: bb0440
  article-title: Natural myside bias is independent of cognitive ability
  publication-title: Thinking & Reasoning
– volume: 12
  year: 2021
  ident: bb0040
  article-title: The measurement of individual differences in cognitive biases: A review and improvement
  publication-title: Frontiers in Psychology
– volume: 29
  start-page: 453
  year: 2016
  end-page: 469
  ident: bb0325
  article-title: The development and testing of a new version of the Cognitive Reflection Test applying item response theory (IRT)
  publication-title: Journal of Behavioral Decision Making
– volume: 23
  start-page: 91
  year: 2017
  end-page: 100
  ident: bb0475
  article-title: Development of the Critical Thinking Toolkit (CriTT): A measure of student attitudes and beliefs about critical thinking
  publication-title: Thinking Skills and Creativity
– volume: 29
  start-page: 1
  year: 2021
  end-page: 42
  ident: bb0075
  article-title: Understanding the relationship between rationality and intelligence: A latent-variable approach
  publication-title: Thinking & Reasoning
– volume: 146
  start-page: 188
  year: 2019
  end-page: 200
  ident: bb0085
  article-title: Dimensions of decision-making: An evidence-based classification of heuristics and biases
  publication-title: Personality and Individual Differences
– volume: 46
  year: 2023
  ident: bb0105
  article-title: Advancing theorizing about fast-and-slow thinking
  publication-title: The Behavioral and Brain Sciences
– volume: 94
  start-page: 672
  year: 2008
  end-page: 695
  ident: bb0445
  article-title: On the relative independence of thinking biases and cognitive ability
  publication-title: Journal of Personality and Social Psychology
– volume: 92
  start-page: 1
  year: 2005
  end-page: 24
  ident: bb0230
  article-title: Domain-specific identity, epistemic regulation, and intellectual ability as predictors of belief-biased reasoning: A dual-process perspective
  publication-title: Journal of Experimental Child Psychology
– year: 2016
  ident: bb0450
  article-title: The rationality quotient: Toward a test of rational thinking
– volume: 8
  year: 2017
  ident: bb0170
  article-title: Cognitive investments in academic success: The role of need for cognition at university
  publication-title: Frontiers in Psychology
– volume: 211
  year: 2021
  ident: bb0060
  article-title: From bias to sound intuiting: Boosting correct intuitive reasoning
  publication-title: Cognition
– volume: 82
  year: 2020
  ident: bb0345
  article-title: Critical thinking predicts academic performance beyond general cognitive ability: Evidence from adults and children
  publication-title: Intelligence
– volume: 1–12
  year: 2022
  ident: bb0020
  article-title: Sample size requirements for bifactor models
  publication-title: Structural Equation Modeling: A Multidisciplinary Journal
– volume: 83
  start-page: 26
  year: 2002
  end-page: 52
  ident: bb0240
  article-title: Heuristic and analytic processing: Age trends and associations with cognitive ability and cognitive styles
  publication-title: Journal of Experimental Child Psychology
– volume: 49
  start-page: 104
  year: 2014
  end-page: 122
  ident: bb0070
  article-title: Scientific literacy: The role of goal-directed reading and evaluation in understanding scientific information
  publication-title: Educational Psychologist
– volume: 28
  start-page: 125
  year: 2022
  end-page: 162
  ident: bb0415
  article-title: Individual differences in epistemically suspect beliefs: The role of analytic thinking and susceptibility to cognitive biases
  publication-title: Thinking & Reasoning
– volume: 43
  start-page: 971
  year: 2007
  end-page: 990
  ident: bb0315
  article-title: Big five personality predictors of post-secondary academic performance
  publication-title: Personality and Individual Differences
– volume: 12
  start-page: 145
  year: 2016
  end-page: 149
  ident: bb0180
  article-title: Has the standard Cognitive Reflection Test become a victim of its own success?
  publication-title: Advances in Cognitive Psychology
– start-page: 157
  year: 2004
  end-page: 178
  ident: bb0265
  article-title: Reasoning and rationality: The pure and the practical
  publication-title: Psychology of reasoning: Theoretical and historical perspectives
– volume: 66
  start-page: 742
  year: 1994
  end-page: 752
  ident: bb0465
  article-title: The consideration of future consequences: Weighing immediate and distant outcomes of behavior
  publication-title: Journal of Personality and Social Psychology
– volume: 21
  start-page: 137
  year: 2016
  end-page: 150
  ident: bb0365
  article-title: Evaluating bifactor models: Calculating and interpreting statistical indices
  publication-title: Psychological Methods
– volume: 47
  start-page: 667
  year: 2012
  end-page: 696
  ident: bb0335
  article-title: The rediscovery of bifactor measurement models
  publication-title: Multivariate Behavioral Research
– volume: 123
  start-page: 341
  year: 2020
  end-page: 370
  ident: bb0225
  article-title: Effects of thinking dispositions, general ability, numeracy, and instructional set on judgments and decision-making
  publication-title: Psychological Reports
– volume: 11
  start-page: 99
  year: 2016
  end-page: 113
  ident: bb0490
  article-title: Investigating an alternate form of the Cognitive Reflection Test
  publication-title: Judgement and Decision Making
– volume: 48
  start-page: 945
  year: 1995
  end-page: 975
  ident: bb0190
  article-title: Problem difficulty and response format in syllogistic reasoning
  publication-title: The Quarterly Journal of Experimental Psychology
– volume: 50
  start-page: 413
  year: 2005
  end-page: 446
  ident: bb0035
  article-title: Student success in university education: A multi-measurement study of the impact of student and faculty factors on study progress
  publication-title: Higher Education
– volume: 21
  start-page: 431
  year: 2015
  end-page: 445
  ident: bb0515
  article-title: Better but still biased: Analytic cognitive style and belief bias
  publication-title: Thinking & Reasoning
– volume: 38
  start-page: 186
  year: 2010
  end-page: 196
  ident: bb2000
  article-title: In conflict with ourselves? An investigation of heuristic and analytic processes in decision making
  publication-title: Memory & Cognition
– volume: 10
  year: 2015
  ident: bb0090
  article-title: Cognitive reflection and the diligent worker: An experimental study of millennials
  publication-title: PLoS One
– volume: 11
  start-page: 105
  year: 2015
  end-page: 125
  ident: bb0160
  article-title: Unique self-leadership: A bifactor model approach
  publication-title: Leadership
– volume: 100
  start-page: 930
  year: 2008
  end-page: 941
  ident: bb0530
  article-title: Heuristics and biases as measures of critical thinking: Associations with cognitive ability and thinking dispositions
  publication-title: Journal of Educational Psychology
– year: 2017
  ident: bb0100
  publication-title: Dual process theory 2.0
– volume: 6
  year: 2015
  ident: bb0025
  article-title: Four converging measures of temporal discounting and their relationships with intelligence, executive functions, thinking dispositions, and behavioral outcomes
  publication-title: Frontiers in Psychology
– year: 2018
  ident: bb0195
  article-title: Introduction to mediation, moderation, and conditional process analysis: A regression-based approach
– year: 2023
  ident: bb0375
  article-title: The lavaan tutorial
– volume: 94
  start-page: 168
  year: 2016
  end-page: 172
  ident: bb0425
  article-title: Choosing between what you want now and what you want most: Self-control explains academic achievement beyond cognitive ability
  publication-title: Personality and Individual Differences
– volume: 114
  start-page: 510
  year: 1993
  end-page: 532
  ident: bb0330
  article-title: Methods for dealing with reaction time outliers
  publication-title: Psychological Bulletin
– volume: 67
  start-page: 1
  year: 2015
  end-page: 48
  ident: bb0030
  article-title: Fitting linear mixed-effects models using lme4
  publication-title: Journal of Statistical Software
– volume: 77
  start-page: 388
  year: 2012
  end-page: 399
  ident: bb0055
  article-title: The Cognitive-Miser Response Model: Testing for intuitive and deliberate reasoning
  publication-title: Psychometrika
– volume: 63
  start-page: 534
  year: 1992
  end-page: 544
  ident: bb0215
  article-title: Cognitive-experiential self-theory and subjective probability: Further evidence for two conceptual systems
  publication-title: Journal of Personality and Social Psychology
– volume: 23
  start-page: 195
  year: 2003
  end-page: 207
  ident: bb0120
  article-title: Approaches to learning, cognitive style, and motives as predictors of academic achievement
  publication-title: Educational Psychology
– volume: 138
  start-page: 353
  year: 2012
  end-page: 387
  ident: bb0350
  article-title: Psychological correlates of university students’ academic performance: A systematic review and meta-analysis
  publication-title: Psychological Bulletin
– volume: 70
  start-page: 1471
  year: 2017
  end-page: 1484
  ident: bb0360
  article-title: Individual differences in working memory capacity and resistance to belief bias in syllogistic reasoning
  publication-title: Quarterly Journal of Experimental Psychology
– volume: 8
  start-page: 223
  year: 2013
  end-page: 241
  ident: bb0145
  article-title: Dual-process theories of higher cognition: Advancing the debate
  publication-title: Perspectives on Psychological Science
– volume: 28
  start-page: 604
  year: 2014
  end-page: 619
  ident: bb0290
  article-title: Bifactor models of personality and college student performance: A broad versus narrow view
  publication-title: European Journal of Personality
– volume: 11
  year: 2019
  ident: bb0385
  article-title: Cognitive reflection and general mental ability as predictors of job performance
  publication-title: Sustainability
– year: 2006
  ident: bb0525
  article-title: CFT 20-R: Grundintelligenztest Skala 2
– volume: 59
  start-page: 1070
  year: 2006
  end-page: 1100
  ident: bb0095
  article-title: Automatic-heuristic and executive-analytic processing during reasoning: Chronometric and dual-task considerations
  publication-title: Quarterly Journal of Experimental Psychology
– volume: 18
  start-page: 243
  year: 2015
  end-page: 266
  ident: bb0015
  article-title: The Transportation Scale–Short Form (TS–SF)
  publication-title: Media Psychology
– volume: 82
  start-page: 533
  year: 2017
  end-page: 558
  ident: bb0285
  article-title: Assessing the size of model misfit in structural equation models
  publication-title: Psychometrika
– volume: 19
  start-page: 25
  year: 2005
  end-page: 42
  ident: bb0150
  article-title: Cognitive reflection and decision making
  publication-title: Journal of Economic Perspectives
– volume: 59
  start-page: 255
  year: 2008
  end-page: 278
  ident: bb0130
  article-title: Dual-processing accounts of reasoning, judgment, and social cognition
  publication-title: Annual Review of Psychology
– volume: 27
  start-page: 1
  year: 2020
  end-page: 15
  ident: bb0400
  article-title: Assessing fit in ordinal factor analysis models: SRMR vs. RMSEA
  publication-title: Structural Equation Modeling: A Multidisciplinary Journal
– volume: 139
  start-page: 841
  year: 2013
  end-page: 869
  ident: bb0470
  article-title: Investment and intellect: A review and meta-analysis
  publication-title: Psychological Bulletin
– volume: 61
  start-page: 391
  year: 2007
  end-page: 405
  ident: bb0535
  article-title: A framework for transition: Supporting ‘learning to learn’ in higher education
  publication-title: Higher Education Quarterly
– volume: 7
  start-page: 277
  year: 2002
  end-page: 294
  ident: bb0165
  article-title: University students as creators of personal knowledge: An alternative epistemological view
  publication-title: Teaching in Higher Education
– volume: 37
  start-page: 113
  year: 2018
  end-page: 119
  ident: bb0065
  article-title: The pros and cons of identifying critical thinking with system 2 processing
  publication-title: Topoi
– volume: 94
  start-page: 197
  year: 2002
  end-page: 209
  ident: bb0500
  article-title: The domain specificity and generality of disjunctive reasoning: Searching for a generalizable critical thinking skill
  publication-title: Journal of Educational Psychology
– year: 2013
  ident: bb0520
  article-title: [computer software]
– volume: 50
  start-page: 403
  year: 1994
  end-page: 430
  ident: bb0395
  article-title: Uncertainty and the difficulty of thinking through disjunctions
  publication-title: Cognition
– volume: 20
  start-page: 1
  year: 2015
  end-page: 20
  ident: bb0540
  article-title: Defining and measuring academic success
  publication-title: Practical Assessment, Research, and Evaluation
– volume: 4
  year: 2016
  ident: bb0460
  article-title: A limitation of the Cognitive Reflection Test: Familiarity
  publication-title: PeerJ
– volume: 20
  start-page: 147
  year: 2014
  end-page: 168
  ident: bb0510
  article-title: Assessing miserly information processing: An expansion of the Cognitive Reflection Test
  publication-title: Thinking & Reasoning
– volume: 38
  start-page: 75
  year: 1978
  end-page: 79
  ident: bb0295
  article-title: Generalizability in factorable domains: Domain validity and generalizability
  publication-title: Educational and Psychological Measurement
– year: 2023
  ident: bb0255
  article-title: emmeans: Estimated marginal means, aka least-squares means (R package, version 1.8.4-1) [computer software]
– volume: 30
  start-page: 121
  year: 2006
  end-page: 144
  ident: bb0545
  article-title: Estimating generalizability to a latent variable common to all of a scale’s indicators: A comparison of estimators for ω
  publication-title: Applied Psychological Measurement
– volume: 32
  start-page: 1687
  year: 2002
  end-page: 1702
  ident: bb0125
  article-title: Utilizing need for cognition and perceived self-efficacy to predict academic performance
  publication-title: Journal of Applied Social Psychology
– volume: 5
  year: 2014
  ident: bb0220
  article-title: Heuristics and biases: Interactions among numeracy, ability, and reflectiveness predict normative responding
  publication-title: Frontiers in Psychology
– year: 2009
  ident: bb0435
  article-title: What intelligence tests miss: The psychology of rational thought
– year: 2024
  ident: bb0355
  article-title: Learning as an epistemic activity
  publication-title: Journal for the Study of Education and Development
– volume: Vol. 65
  start-page: 675
  year: 2018
  end-page: 707
  ident: bb0340
  article-title: Bifactor modelling and the evaluation of scale scores
  publication-title: The Wiley handbook of psychometric testing: A multidisciplinary reference on survey, scale, and test development
– volume: 12
  year: 2017
  ident: bb0480
  article-title: Slower is not always better: Response-time evidence clarifies the limited role of miserly information processing in the Cognitive Reflection Test
  publication-title: PLoS One
– year: 2007
  ident: bb0010
  article-title: I-S-T 2000 R
– volume: 34
  start-page: 344
  year: 2021
  end-page: 358
  ident: bb0495
  article-title: Resistance to cognitive biases: Longitudinal trajectories and associations with cognitive abilities and academic achievement across development
  publication-title: Journal of Behavioral Decision Making
– volume: 17
  start-page: 11
  year: 1989
  end-page: 17
  ident: bb0270
  article-title: The belief-bias effect in the production and evaluation of logical conclusions
  publication-title: Memory & Cognition
– volume: 94
  start-page: 305
  year: 2017
  end-page: 315
  ident: bb0280
  article-title: Balancing Type I error and power in linear mixed models
  publication-title: Journal of Memory and Language
– volume: 34
  start-page: 322
  year: 2021
  end-page: 343
  ident: bb0410
  article-title: Measuring cognitive reflection without maths: Development and validation of the Verbal Cognitive Reflection Test
  publication-title: Journal of Behavioral Decision Making
– volume: 45
  start-page: 257
  year: 1992
  end-page: 284
  ident: bb0310
  article-title: The source of belief bias effects in syllogistic reasoning
  publication-title: Cognition
– volume: 42
  start-page: 116
  year: 1982
  end-page: 131
  ident: bb0080
  article-title: The need for cognition
  publication-title: Journal of Personality and Social Psychology
– volume: 25
  start-page: 120
  year: 2018
  end-page: 148
  ident: bb0245
  article-title: The relative importance of intelligence and motivation as predictors of school achievement: A meta-analysis
  publication-title: Educational Research Review
– volume: 7
  year: 2016
  ident: bb0005
  article-title: Cognitive reflection, decision biases, and response times
  publication-title: Frontiers in Psychology
– volume: 11
  start-page: 295
  year: 1983
  end-page: 306
  ident: bb0135
  article-title: On the conflict between logic and belief in syllogistic reasoning
  publication-title: Memory & Cognition
– volume: 11
  start-page: 382
  year: 2005
  end-page: 389
  ident: bb0140
  article-title: Rapid responding increases belief bias: Evidence for the dual-process theory of reasoning
  publication-title: Thinking & Reasoning
– volume: 89
  start-page: 501
  year: 2019
  end-page: 523
  ident: bb0305
  article-title: The ability to evaluate arguments in scientific texts: Measurement, cognitive processes, nomological network, and relevance for academic success at the university
  publication-title: The British Journal of Educational Psychology
– volume: 40
  start-page: 78
  year: 2018
  end-page: 85
  ident: bb0455
  article-title: Direct measurement of scientific giftedness
  publication-title: Roeper Review
– year: 2021
  ident: bb0300
  article-title: (Version 6.5.1)
– volume: 48
  start-page: 1
  year: 2012
  end-page: 36
  ident: bb0370
  article-title: lavaan: An R package for structural equation modeling
  publication-title: Journal of Statistical Software
– volume: 71
  start-page: 1188
  year: 2018
  end-page: 1208
  ident: bb0155
  article-title: Individual differences in conflict detection during reasoning
  publication-title: Quarterly Journal of Experimental Psychology
– volume: 66
  start-page: 819
  year: 1994
  end-page: 829
  ident: bb0115
  article-title: Conflict between intuitive and rational processing: When people behave against their better judgment
  publication-title: Journal of Personality and Social Psychology
– volume: 18
  start-page: 1
  year: 2005
  end-page: 27
  ident: bb0320
  article-title: Decision-making competence: External validation through an individual-differences approach
  publication-title: Journal of Behavioral Decision Making
– volume: 76
  start-page: 1
  year: 2018
  end-page: 15
  ident: bb0430
  article-title: The logic of success: The relation between complex problem-solving skills and university achievement
  publication-title: Higher Education
– volume: 30
  start-page: 81
  issue: 1
  year: 1986
  ident: 10.1016/j.lindif.2024.102428_bb0260
  article-title: Making believers out of computers
  publication-title: Artificial Intelligence
  doi: 10.1016/0004-3702(86)90068-8
– volume: 13
  start-page: 225
  issue: 3
  year: 2007
  ident: 10.1016/j.lindif.2024.102428_bb0440
  article-title: Natural myside bias is independent of cognitive ability
  publication-title: Thinking & Reasoning
  doi: 10.1080/13546780600780796
– year: 2017
  ident: 10.1016/j.lindif.2024.102428_bb0100
– volume: 66
  start-page: 819
  issue: 5
  year: 1994
  ident: 10.1016/j.lindif.2024.102428_bb0115
  article-title: Conflict between intuitive and rational processing: When people behave against their better judgment
  publication-title: Journal of Personality and Social Psychology
  doi: 10.1037/0022-3514.66.5.819
– volume: 43
  start-page: 971
  issue: 5
  year: 2007
  ident: 10.1016/j.lindif.2024.102428_bb0315
  article-title: Big five personality predictors of post-secondary academic performance
  publication-title: Personality and Individual Differences
  doi: 10.1016/j.paid.2007.03.017
– volume: 20
  start-page: 269
  issue: 2
  year: 2013
  ident: 10.1016/j.lindif.2024.102428_bb0110
  article-title: Bats, balls, and substitution sensitivity: Cognitive misers are no happy fools
  publication-title: Psychonomic Bulletin & Review
  doi: 10.3758/s13423-013-0384-5
– volume: 100
  start-page: 930
  issue: 4
  year: 2008
  ident: 10.1016/j.lindif.2024.102428_bb0530
  article-title: Heuristics and biases as measures of critical thinking: Associations with cognitive ability and thinking dispositions
  publication-title: Journal of Educational Psychology
  doi: 10.1037/a0012842
– volume: 82
  year: 2020
  ident: 10.1016/j.lindif.2024.102428_bb0345
  article-title: Critical thinking predicts academic performance beyond general cognitive ability: Evidence from adults and children
  publication-title: Intelligence
  doi: 10.1016/j.intell.2020.101487
– volume: 94
  start-page: 305
  year: 2017
  ident: 10.1016/j.lindif.2024.102428_bb0280
  article-title: Balancing Type I error and power in linear mixed models
  publication-title: Journal of Memory and Language
  doi: 10.1016/j.jml.2017.01.001
– ident: 10.1016/j.lindif.2024.102428_bb0255
– volume: 50
  start-page: 75
  year: 2015
  ident: 10.1016/j.lindif.2024.102428_bb0485
  article-title: Individual differences in cognitive biases: Evidence against one-factor theory of rationality
  publication-title: Intelligence
  doi: 10.1016/j.intell.2015.02.008
– volume: 37
  start-page: 113
  issue: 1
  year: 2018
  ident: 10.1016/j.lindif.2024.102428_bb0065
  article-title: The pros and cons of identifying critical thinking with system 2 processing
  publication-title: Topoi
  doi: 10.1007/s11245-016-9375-2
– volume: 11
  start-page: 382
  issue: 4
  year: 2005
  ident: 10.1016/j.lindif.2024.102428_bb0140
  article-title: Rapid responding increases belief bias: Evidence for the dual-process theory of reasoning
  publication-title: Thinking & Reasoning
  doi: 10.1080/13546780542000005
– volume: 23
  start-page: 195
  issue: 2
  year: 2003
  ident: 10.1016/j.lindif.2024.102428_bb0120
  article-title: Approaches to learning, cognitive style, and motives as predictors of academic achievement
  publication-title: Educational Psychology
  doi: 10.1080/01443410303225
– volume: 11
  issue: 22
  year: 2019
  ident: 10.1016/j.lindif.2024.102428_bb0385
  article-title: Cognitive reflection and general mental ability as predictors of job performance
  publication-title: Sustainability
  doi: 10.3390/su11226498
– volume: 45
  start-page: 257
  issue: 3
  year: 1992
  ident: 10.1016/j.lindif.2024.102428_bb0310
  article-title: The source of belief bias effects in syllogistic reasoning
  publication-title: Cognition
  doi: 10.1016/0010-0277(92)90019-E
– volume: 8
  issue: 8
  year: 2017
  ident: 10.1016/j.lindif.2024.102428_bb0170
  article-title: Cognitive investments in academic success: The role of need for cognition at university
  publication-title: Frontiers in Psychology
– volume: 82
  start-page: 533
  issue: 3
  year: 2017
  ident: 10.1016/j.lindif.2024.102428_bb0285
  article-title: Assessing the size of model misfit in structural equation models
  publication-title: Psychometrika
  doi: 10.1007/s11336-016-9552-7
– volume: 82
  start-page: 1
  issue: 13
  year: 2017
  ident: 10.1016/j.lindif.2024.102428_bb0250
  article-title: lmerTest package: Tests in linear mixed effects models
  publication-title: Journal of Statistical Software
  doi: 10.18637/jss.v082.i13
– volume: 77
  start-page: 388
  issue: 2
  year: 2012
  ident: 10.1016/j.lindif.2024.102428_bb0055
  article-title: The Cognitive-Miser Response Model: Testing for intuitive and deliberate reasoning
  publication-title: Psychometrika
  doi: 10.1007/s11336-012-9251-y
– volume: 20
  start-page: 147
  issue: 2
  year: 2014
  ident: 10.1016/j.lindif.2024.102428_bb0510
  article-title: Assessing miserly information processing: An expansion of the Cognitive Reflection Test
  publication-title: Thinking & Reasoning
  doi: 10.1080/13546783.2013.844729
– volume: 26
  start-page: 254
  issue: 2
  year: 2022
  ident: 10.1016/j.lindif.2024.102428_bb0405
  article-title: The impact of attitudes, beliefs, and cognitive reflection on the development of critical thinking skills in online students
  publication-title: Online Learning
  doi: 10.24059/olj.v26i2.2725
– volume: 66
  start-page: 742
  issue: 4
  year: 1994
  ident: 10.1016/j.lindif.2024.102428_bb0465
  article-title: The consideration of future consequences: Weighing immediate and distant outcomes of behavior
  publication-title: Journal of Personality and Social Psychology
  doi: 10.1037/0022-3514.66.4.742
– volume: 23
  start-page: 91
  year: 2017
  ident: 10.1016/j.lindif.2024.102428_bb0475
  article-title: Development of the Critical Thinking Toolkit (CriTT): A measure of student attitudes and beliefs about critical thinking
  publication-title: Thinking Skills and Creativity
  doi: 10.1016/j.tsc.2016.11.007
– volume: 47
  start-page: 667
  issue: 5
  year: 2012
  ident: 10.1016/j.lindif.2024.102428_bb0335
  article-title: The rediscovery of bifactor measurement models
  publication-title: Multivariate Behavioral Research
  doi: 10.1080/00273171.2012.715555
– volume: 53
  start-page: 118
  year: 2015
  ident: 10.1016/j.lindif.2024.102428_bb0380
  article-title: Intelligence and school grades: A meta-analysis
  publication-title: Intelligence
  doi: 10.1016/j.intell.2015.09.002
– volume: 94
  start-page: 168
  year: 2016
  ident: 10.1016/j.lindif.2024.102428_bb0425
  article-title: Choosing between what you want now and what you want most: Self-control explains academic achievement beyond cognitive ability
  publication-title: Personality and Individual Differences
  doi: 10.1016/j.paid.2016.01.029
– volume: 28
  start-page: 604
  issue: 6
  year: 2014
  ident: 10.1016/j.lindif.2024.102428_bb0290
  article-title: Bifactor models of personality and college student performance: A broad versus narrow view
  publication-title: European Journal of Personality
  doi: 10.1002/per.1975
– volume: 18
  start-page: 1
  issue: 1
  year: 2005
  ident: 10.1016/j.lindif.2024.102428_bb0320
  article-title: Decision-making competence: External validation through an individual-differences approach
  publication-title: Journal of Behavioral Decision Making
  doi: 10.1002/bdm.481
– volume: 47
  start-page: 155
  issue: 2
  year: 2010
  ident: 10.1016/j.lindif.2024.102428_bb0200
  article-title: Transitions in higher education
  publication-title: Innovations in Education and Teaching International
  doi: 10.1080/14703291003718893
– volume: 11
  start-page: 99
  issue: 1
  year: 2016
  ident: 10.1016/j.lindif.2024.102428_bb0490
  article-title: Investigating an alternate form of the Cognitive Reflection Test
  publication-title: Judgement and Decision Making
  doi: 10.1017/S1930297500007622
– volume: 38
  start-page: 186
  issue: 2
  year: 2010
  ident: 10.1016/j.lindif.2024.102428_bb2000
  article-title: In conflict with ourselves? An investigation of heuristic and analytic processes in decision making
  publication-title: Memory & Cognition
  doi: 10.3758/MC.38.2.186
– volume: 50
  start-page: 413
  issue: 3
  year: 2005
  ident: 10.1016/j.lindif.2024.102428_bb0035
  article-title: Student success in university education: A multi-measurement study of the impact of student and faculty factors on study progress
  publication-title: Higher Education
  doi: 10.1007/s10734-004-6361-1
– volume: 211
  year: 2021
  ident: 10.1016/j.lindif.2024.102428_bb0060
  article-title: From bias to sound intuiting: Boosting correct intuitive reasoning
  publication-title: Cognition
  doi: 10.1016/j.cognition.2021.104645
– volume: 123
  start-page: 341
  issue: 2
  year: 2020
  ident: 10.1016/j.lindif.2024.102428_bb0225
  article-title: Effects of thinking dispositions, general ability, numeracy, and instructional set on judgments and decision-making
  publication-title: Psychological Reports
  doi: 10.1177/0033294118806473
– volume: 114
  start-page: 510
  issue: 3
  year: 1993
  ident: 10.1016/j.lindif.2024.102428_bb0330
  article-title: Methods for dealing with reaction time outliers
  publication-title: Psychological Bulletin
  doi: 10.1037/0033-2909.114.3.510
– volume: 6
  year: 2015
  ident: 10.1016/j.lindif.2024.102428_bb0025
  article-title: Four converging measures of temporal discounting and their relationships with intelligence, executive functions, thinking dispositions, and behavioral outcomes
  publication-title: Frontiers in Psychology
  doi: 10.3389/fpsyg.2015.00728
– volume: 25
  start-page: 120
  year: 2018
  ident: 10.1016/j.lindif.2024.102428_bb0245
  article-title: The relative importance of intelligence and motivation as predictors of school achievement: A meta-analysis
  publication-title: Educational Research Review
  doi: 10.1016/j.edurev.2018.10.001
– volume: 17
  start-page: 11
  issue: 1
  year: 1989
  ident: 10.1016/j.lindif.2024.102428_bb0270
  article-title: The belief-bias effect in the production and evaluation of logical conclusions
  publication-title: Memory & Cognition
  doi: 10.3758/BF03199552
– year: 2016
  ident: 10.1016/j.lindif.2024.102428_bb0450
– volume: 4
  year: 2016
  ident: 10.1016/j.lindif.2024.102428_bb0460
  article-title: A limitation of the Cognitive Reflection Test: Familiarity
  publication-title: PeerJ
  doi: 10.7717/peerj.2395
– volume: 12
  issue: 11
  year: 2017
  ident: 10.1016/j.lindif.2024.102428_bb0480
  article-title: Slower is not always better: Response-time evidence clarifies the limited role of miserly information processing in the Cognitive Reflection Test
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0186404
– volume: 7
  start-page: 277
  issue: 3
  year: 2002
  ident: 10.1016/j.lindif.2024.102428_bb0165
  article-title: University students as creators of personal knowledge: An alternative epistemological view
  publication-title: Teaching in Higher Education
  doi: 10.1080/13562510220144789
– volume: 138
  start-page: 353
  issue: 2
  year: 2012
  ident: 10.1016/j.lindif.2024.102428_bb0350
  article-title: Psychological correlates of university students’ academic performance: A systematic review and meta-analysis
  publication-title: Psychological Bulletin
  doi: 10.1037/a0026838
– volume: 50
  start-page: 403
  issue: 1–3
  year: 1994
  ident: 10.1016/j.lindif.2024.102428_bb0395
  article-title: Uncertainty and the difficulty of thinking through disjunctions
  publication-title: Cognition
  doi: 10.1016/0010-0277(94)90038-8
– volume: 10
  issue: 11
  year: 2015
  ident: 10.1016/j.lindif.2024.102428_bb0090
  article-title: Cognitive reflection and the diligent worker: An experimental study of millennials
  publication-title: PLoS One
  doi: 10.1371/journal.pone.0141243
– volume: 139
  start-page: 841
  issue: 4
  year: 2013
  ident: 10.1016/j.lindif.2024.102428_bb0470
  article-title: Investment and intellect: A review and meta-analysis
  publication-title: Psychological Bulletin
  doi: 10.1037/a0030746
– year: 2013
  ident: 10.1016/j.lindif.2024.102428_bb0520
– year: 2024
  ident: 10.1016/j.lindif.2024.102428_bb0355
  article-title: Learning as an epistemic activity
  publication-title: Journal for the Study of Education and Development
  doi: 10.1177/02103702231224633
– volume: 12
  start-page: 145
  issue: 3
  year: 2016
  ident: 10.1016/j.lindif.2024.102428_bb0180
  article-title: Has the standard Cognitive Reflection Test become a victim of its own success?
  publication-title: Advances in Cognitive Psychology
  doi: 10.5709/acp-0193-5
– year: 2018
  ident: 10.1016/j.lindif.2024.102428_bb0195
– volume: 32
  start-page: 1687
  issue: 8
  year: 2002
  ident: 10.1016/j.lindif.2024.102428_bb0125
  article-title: Utilizing need for cognition and perceived self-efficacy to predict academic performance
  publication-title: Journal of Applied Social Psychology
  doi: 10.1111/j.1559-1816.2002.tb02770.x
– volume: 7
  year: 2016
  ident: 10.1016/j.lindif.2024.102428_bb0005
  article-title: Cognitive reflection, decision biases, and response times
  publication-title: Frontiers in Psychology
  doi: 10.3389/fpsyg.2016.01402
– volume: 49
  start-page: 104
  issue: 2
  year: 2014
  ident: 10.1016/j.lindif.2024.102428_bb0070
  article-title: Scientific literacy: The role of goal-directed reading and evaluation in understanding scientific information
  publication-title: Educational Psychologist
  doi: 10.1080/00461520.2014.916217
– volume: 29
  start-page: 1
  issue: 1
  year: 2021
  ident: 10.1016/j.lindif.2024.102428_bb0075
  article-title: Understanding the relationship between rationality and intelligence: A latent-variable approach
  publication-title: Thinking & Reasoning
  doi: 10.1080/13546783.2021.2008003
– volume: 66
  start-page: 612
  issue: 3
  year: 2003
  ident: 10.1016/j.lindif.2024.102428_bb0210
  article-title: Epistemic rationality as instrumental rationality: A critique
  publication-title: Philosophy and Phenomenological Research
  doi: 10.1111/j.1933-1592.2003.tb00281.x
– volume: 70
  start-page: 1471
  issue: 8
  year: 2017
  ident: 10.1016/j.lindif.2024.102428_bb0360
  article-title: Individual differences in working memory capacity and resistance to belief bias in syllogistic reasoning
  publication-title: Quarterly Journal of Experimental Psychology
  doi: 10.1080/17470218.2016.1188406
– volume: 39
  start-page: 1275
  issue: 7
  year: 2011
  ident: 10.1016/j.lindif.2024.102428_bb0505
  article-title: The Cognitive Reflection Test as a predictor of performance on heuristics-and-biases tasks
  publication-title: Memory & Cognition
  doi: 10.3758/s13421-011-0104-1
– volume: 42
  start-page: 116
  issue: 1
  year: 1982
  ident: 10.1016/j.lindif.2024.102428_bb0080
  article-title: The need for cognition
  publication-title: Journal of Personality and Social Psychology
  doi: 10.1037/0022-3514.42.1.116
– volume: 28
  start-page: 125
  issue: 1
  year: 2022
  ident: 10.1016/j.lindif.2024.102428_bb0415
  article-title: Individual differences in epistemically suspect beliefs: The role of analytic thinking and susceptibility to cognitive biases
  publication-title: Thinking & Reasoning
  doi: 10.1080/13546783.2021.1938220
– volume: 30
  start-page: 121
  issue: 2
  year: 2006
  ident: 10.1016/j.lindif.2024.102428_bb0545
  article-title: Estimating generalizability to a latent variable common to all of a scale’s indicators: A comparison of estimators for ωh
  publication-title: Applied Psychological Measurement
  doi: 10.1177/0146621605278814
– volume: 71
  start-page: 1188
  issue: 5
  year: 2018
  ident: 10.1016/j.lindif.2024.102428_bb0155
  article-title: Individual differences in conflict detection during reasoning
  publication-title: Quarterly Journal of Experimental Psychology
  doi: 10.1080/17470218.2017.1313283
– volume: 92
  start-page: 1
  issue: 1
  year: 2005
  ident: 10.1016/j.lindif.2024.102428_bb0230
  article-title: Domain-specific identity, epistemic regulation, and intellectual ability as predictors of belief-biased reasoning: A dual-process perspective
  publication-title: Journal of Experimental Child Psychology
  doi: 10.1016/j.jecp.2005.05.001
– volume: 63
  start-page: 534
  issue: 4
  year: 1992
  ident: 10.1016/j.lindif.2024.102428_bb0215
  article-title: Cognitive-experiential self-theory and subjective probability: Further evidence for two conceptual systems
  publication-title: Journal of Personality and Social Psychology
  doi: 10.1037/0022-3514.63.4.534
– volume: 59
  start-page: 255
  year: 2008
  ident: 10.1016/j.lindif.2024.102428_bb0130
  article-title: Dual-processing accounts of reasoning, judgment, and social cognition
  publication-title: Annual Review of Psychology
  doi: 10.1146/annurev.psych.59.103006.093629
– volume: 18
  start-page: 243
  issue: 2
  year: 2015
  ident: 10.1016/j.lindif.2024.102428_bb0015
  article-title: The Transportation Scale–Short Form (TS–SF)
  publication-title: Media Psychology
  doi: 10.1080/15213269.2014.987400
– volume: 1–12
  year: 2022
  ident: 10.1016/j.lindif.2024.102428_bb0020
  article-title: Sample size requirements for bifactor models
  publication-title: Structural Equation Modeling: A Multidisciplinary Journal
– volume: 48
  start-page: 1
  issue: 2
  year: 2012
  ident: 10.1016/j.lindif.2024.102428_bb0370
  article-title: lavaan: An R package for structural equation modeling
  publication-title: Journal of Statistical Software
  doi: 10.18637/jss.v048.i02
– volume: 34
  start-page: 322
  issue: 3
  year: 2021
  ident: 10.1016/j.lindif.2024.102428_bb0410
  article-title: Measuring cognitive reflection without maths: Development and validation of the Verbal Cognitive Reflection Test
  publication-title: Journal of Behavioral Decision Making
  doi: 10.1002/bdm.2213
– year: 2021
  ident: 10.1016/j.lindif.2024.102428_bb0300
– volume: 8
  start-page: 188
  issue: 3
  year: 2013
  ident: 10.1016/j.lindif.2024.102428_bb0185
  article-title: The role of actively open-minded thinking in information acquisition, accuracy, and calibration
  publication-title: Judgement and Decision Making
  doi: 10.1017/S1930297500005921
– volume: 19
  start-page: 25
  issue: 4
  year: 2005
  ident: 10.1016/j.lindif.2024.102428_bb0150
  article-title: Cognitive reflection and decision making
  publication-title: Journal of Economic Perspectives
  doi: 10.1257/089533005775196732
– volume: 30
  start-page: 2387
  issue: 6
  year: 2023
  ident: 10.1016/j.lindif.2024.102428_bb0275
  article-title: Thinking false and slow: Implausible beliefs and the Cognitive Reflection Test
  publication-title: Psychonomic Bulletin & Review
  doi: 10.3758/s13423-023-02321-2
– volume: 40
  start-page: 78
  issue: 2
  year: 2018
  ident: 10.1016/j.lindif.2024.102428_bb0455
  article-title: Direct measurement of scientific giftedness
  publication-title: Roeper Review
  doi: 10.1080/02783193.2018.1434715
– volume: 11
  start-page: 105
  issue: 1
  year: 2015
  ident: 10.1016/j.lindif.2024.102428_bb0160
  article-title: Unique self-leadership: A bifactor model approach
  publication-title: Leadership
  doi: 10.1177/1742715013511484
– volume: 21
  start-page: 431
  issue: 4
  year: 2015
  ident: 10.1016/j.lindif.2024.102428_bb0515
  article-title: Better but still biased: Analytic cognitive style and belief bias
  publication-title: Thinking & Reasoning
  doi: 10.1080/13546783.2015.1016450
– volume: 59
  start-page: 1070
  issue: 6
  year: 2006
  ident: 10.1016/j.lindif.2024.102428_bb0095
  article-title: Automatic-heuristic and executive-analytic processing during reasoning: Chronometric and dual-task considerations
  publication-title: Quarterly Journal of Experimental Psychology
  doi: 10.1080/02724980543000123
– volume: 12
  year: 2021
  ident: 10.1016/j.lindif.2024.102428_bb0040
  article-title: The measurement of individual differences in cognitive biases: A review and improvement
  publication-title: Frontiers in Psychology
  doi: 10.3389/fpsyg.2021.630177
– volume: 94
  start-page: 672
  issue: 4
  year: 2008
  ident: 10.1016/j.lindif.2024.102428_bb0445
  article-title: On the relative independence of thinking biases and cognitive ability
  publication-title: Journal of Personality and Social Psychology
  doi: 10.1037/0022-3514.94.4.672
– volume: 46
  year: 2023
  ident: 10.1016/j.lindif.2024.102428_bb0105
  article-title: Advancing theorizing about fast-and-slow thinking
  publication-title: The Behavioral and Brain Sciences
– volume: 67
  start-page: 1
  issue: 1
  year: 2015
  ident: 10.1016/j.lindif.2024.102428_bb0030
  article-title: Fitting linear mixed-effects models using lme4
  publication-title: Journal of Statistical Software
  doi: 10.18637/jss.v067.i01
– volume: 74
  start-page: 155
  issue: 1
  year: 2009
  ident: 10.1016/j.lindif.2024.102428_bb0175
  article-title: Reliability of summed item scores using structural equation modeling: An alternative to coefficient alpha
  publication-title: Psychometrika
  doi: 10.1007/s11336-008-9099-3
– volume: 48
  start-page: 945
  issue: 4
  year: 1995
  ident: 10.1016/j.lindif.2024.102428_bb0190
  article-title: Problem difficulty and response format in syllogistic reasoning
  publication-title: The Quarterly Journal of Experimental Psychology
  doi: 10.1080/14640749508401424
– volume: 76
  start-page: 1
  issue: 1
  year: 2018
  ident: 10.1016/j.lindif.2024.102428_bb0430
  article-title: The logic of success: The relation between complex problem-solving skills and university achievement
  publication-title: Higher Education
  doi: 10.1007/s10734-017-0189-y
– volume: 94
  start-page: 197
  issue: 1
  year: 2002
  ident: 10.1016/j.lindif.2024.102428_bb0500
  article-title: The domain specificity and generality of disjunctive reasoning: Searching for a generalizable critical thinking skill
  publication-title: Journal of Educational Psychology
  doi: 10.1037/0022-0663.94.1.197
– volume: 8
  start-page: 223
  issue: 3
  year: 2013
  ident: 10.1016/j.lindif.2024.102428_bb0145
  article-title: Dual-process theories of higher cognition: Advancing the debate
  publication-title: Perspectives on Psychological Science
  doi: 10.1177/1745691612460685
– volume: 29
  start-page: 453
  issue: 5
  year: 2016
  ident: 10.1016/j.lindif.2024.102428_bb0325
  article-title: The development and testing of a new version of the Cognitive Reflection Test applying item response theory (IRT)
  publication-title: Journal of Behavioral Decision Making
  doi: 10.1002/bdm.1883
– volume: 107
  start-page: 852
  issue: 4
  year: 2000
  ident: 10.1016/j.lindif.2024.102428_bb0235
  article-title: On belief bias in syllogistic reasoning
  publication-title: Psychological Review
  doi: 10.1037/0033-295X.107.4.852
– volume: Vol. 65
  start-page: 675
  year: 2018
  ident: 10.1016/j.lindif.2024.102428_bb0340
  article-title: Bifactor modelling and the evaluation of scale scores
– volume: 27
  start-page: 1
  issue: 1
  year: 2020
  ident: 10.1016/j.lindif.2024.102428_bb0400
  article-title: Assessing fit in ordinal factor analysis models: SRMR vs. RMSEA
  publication-title: Structural Equation Modeling: A Multidisciplinary Journal
  doi: 10.1080/10705511.2019.1611434
– volume: 27
  start-page: 38
  issue: 1
  year: 2021
  ident: 10.1016/j.lindif.2024.102428_bb0420
  article-title: Predicting individual differences in conflict detection and bias susceptibility during reasoning
  publication-title: Thinking & Reasoning
  doi: 10.1080/13546783.2019.1708793
– ident: 10.1016/j.lindif.2024.102428_bb0375
– year: 2012
  ident: 10.1016/j.lindif.2024.102428_bb0205
– volume: 34
  start-page: 344
  issue: 3
  year: 2021
  ident: 10.1016/j.lindif.2024.102428_bb0495
  article-title: Resistance to cognitive biases: Longitudinal trajectories and associations with cognitive abilities and academic achievement across development
  publication-title: Journal of Behavioral Decision Making
  doi: 10.1002/bdm.2214
– start-page: 157
  year: 2004
  ident: 10.1016/j.lindif.2024.102428_bb0265
  article-title: Reasoning and rationality: The pure and the practical
– year: 2009
  ident: 10.1016/j.lindif.2024.102428_bb0435
– volume: 61
  start-page: 391
  issue: 3
  year: 2007
  ident: 10.1016/j.lindif.2024.102428_bb0535
  article-title: A framework for transition: Supporting ‘learning to learn’ in higher education
  publication-title: Higher Education Quarterly
  doi: 10.1111/j.1468-2273.2007.00361.x
– volume: 21
  start-page: 137
  issue: 2
  year: 2016
  ident: 10.1016/j.lindif.2024.102428_bb0365
  article-title: Evaluating bifactor models: Calculating and interpreting statistical indices
  publication-title: Psychological Methods
  doi: 10.1037/met0000045
– volume: 5
  year: 2014
  ident: 10.1016/j.lindif.2024.102428_bb0220
  article-title: Heuristics and biases: Interactions among numeracy, ability, and reflectiveness predict normative responding
  publication-title: Frontiers in Psychology
  doi: 10.3389/fpsyg.2014.00665
– volume: 146
  start-page: 188
  year: 2019
  ident: 10.1016/j.lindif.2024.102428_bb0085
  article-title: Dimensions of decision-making: An evidence-based classification of heuristics and biases
  publication-title: Personality and Individual Differences
  doi: 10.1016/j.paid.2018.07.033
– year: 2006
  ident: 10.1016/j.lindif.2024.102428_bb0525
– year: 2007
  ident: 10.1016/j.lindif.2024.102428_bb0010
– volume: 8
  start-page: 23
  issue: 2
  year: 2003
  ident: 10.1016/j.lindif.2024.102428_bb0390
  article-title: Evaluating the fit of structural equation models: Tests of significance and descriptive goodness-of-fit measures
  publication-title: Methods of Psychological Research
– volume: 83
  start-page: 26
  issue: 1
  year: 2002
  ident: 10.1016/j.lindif.2024.102428_bb0240
  article-title: Heuristic and analytic processing: Age trends and associations with cognitive ability and cognitive styles
  publication-title: Journal of Experimental Child Psychology
  doi: 10.1016/S0022-0965(02)00121-2
– volume: 25
  start-page: 147
  issue: 2
  year: 1994
  ident: 10.1016/j.lindif.2024.102428_bb0050
  article-title: Need for Cognition: Eine Skala zur Erfassung von Engagement und Freude bei Denkaufgaben [A scale to capture engagement and enjoyment in thinking tasks]
  publication-title: Zeitschrift für Sozialpsychologie
– volume: 38
  start-page: 75
  issue: 1
  year: 1978
  ident: 10.1016/j.lindif.2024.102428_bb0295
  article-title: Generalizability in factorable domains: Domain validity and generalizability
  publication-title: Educational and Psychological Measurement
  doi: 10.1177/001316447803800111
– volume: 89
  start-page: 501
  issue: 3
  year: 2019
  ident: 10.1016/j.lindif.2024.102428_bb0305
  article-title: The ability to evaluate arguments in scientific texts: Measurement, cognitive processes, nomological network, and relevance for academic success at the university
  publication-title: The British Journal of Educational Psychology
  doi: 10.1111/bjep.12298
– volume: 20
  start-page: 1
  issue: 5
  year: 2015
  ident: 10.1016/j.lindif.2024.102428_bb0540
  article-title: Defining and measuring academic success
  publication-title: Practical Assessment, Research, and Evaluation
– volume: 11
  start-page: 295
  issue: 3
  year: 1983
  ident: 10.1016/j.lindif.2024.102428_bb0135
  article-title: On the conflict between logic and belief in syllogistic reasoning
  publication-title: Memory & Cognition
  doi: 10.3758/BF03196976
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Snippet Rational thinking describes the ability to suppress heuristic thinking processes and to override them with systematic ones. In view of the high degree of...
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StartPage 102428
SubjectTerms Academic achievement
Cognitive biases
Intelligence
Rationality
University assessment
Title Rational thinking as a general cognitive ability: Factorial structure, underlying cognitive processes, and relevance for university academic success
URI https://dx.doi.org/10.1016/j.lindif.2024.102428
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