The Effects of Philosophy for Children on Children’s Cognitive Development: A Three-Level Meta-Analysis
Abstract
1. Introduction
2. Literature Review and Hypotheses Development
2.1. Philosophy for Children (P4C)
2.2. The Cognitive Value of P4C
2.3. Possible Moderators of P4C’s Cognitive Effects
2.3.1. Cognitive Ability Type
2.3.2. Instructional Dosage
2.3.3. Grade Level
2.3.4. Cultural Context
2.3.5. Research Design
2.3.6. Publication Year
2.3.7. Sample Size
3. Method
3.1. Search Procedures
3.2. Eligibility Criteria and Study Selection
3.3. Data Extraction, Feature Coding and Quality Assessment
3.4. Data Analysis and Synthesis
3.4.1. Model Selection
3.4.2. Effect Size Calculation
3.4.3. Heterogeneity Analysis and Moderator Analysis
3.4.4. Publication Bias Assessment
3.4.5. Statistical Procedures
4. Results
4.1. Study Characteristics
ID | Year | Study (First Author) | Sample Size | Grade | Country | Dosage | Design | Outcome Indicators |
---|---|---|---|---|---|---|---|---|
Duration/Frequency/Weeks | ||||||||
1 | 2023 | Acar (Acar and Arslan 2023) | 23 | S | Turkey | 40 min/2 times/10 weeks | NR | CT, SK |
2 | 2023 | Şişman (Şişman et al. 2023) | 34 | S | Turkey | 80 min/1 time/8 weeks | NR | MC |
3 | 2022 | Akbayir (Akbayir and Tedikçi 2022) | 38 | S | Turkey | 120 min/1 time/8 weeks | NR | MA |
4 | 2022 | Işıklar (Işıklar and Öztürk 2022) | 40 | L | Turkey | 40 min/2 times/10 weeks | NR | CT, PS |
5 | 2021 | Wu (Wu 2021) | 173 | S | China | 40 min/2 times/4 weeks | R | CT |
6 | 2020 | Zulkifli (Zulkifli and Hashim 2020) | 61 | S | Malaysia | —/—/11 sessions | NR | CT |
7 | 2020 | Khanmohammadi (Khanmohammadi et al. 2020) | 44 | S | Iran | —/1 time/12 weeks | NR | LO, PM |
8 | 2020 | Mehnehj (Mehnehj et al. 2020) | 50 | S | Iran | 60 min/2 time/6 weeks | NR | RS |
9 | 2019 | Ventista (Ventista 2019) | 738 | L | UK | 30 min/1 time/40 weeks | NR | CT, C |
10 | 2017 | Abbasi (Abbasi et al. 2017) | 50 | L | Iran | —/—/12 weeks | NR | CT |
11 | 2016 | Tian (Tian and Liao 2016) | 62 | S | China | 100 min/1 time/10 weeks | NR | RC |
12 | 2016 | Youssef (Youssef et al. 2016) | 246 | S | Australia | —/—/24 weeks | NR | RC |
13 | 2016 | Erfani (Erfani and Rezaei 2016) | 40 | S | Iran | 120 min/1 time/12 weeks | NR | CT |
14 | 2015 | Fair (a) (Fair et al. 2015b) | 275 | S | USA | 60 min/1 time/22–26, 4–10 weeks | R | CA |
15 | 2015 | Fair (b) (Fair et al. 2015a) | 183 | S | USA | 60 min/1 time/22–26 weeks | R | CA |
16 | 2015 | Tok (Tok and Mazl 2015) | 74 | L | Turkey | 120 min/2 time/10 weeks | NR | RC, LC |
17 | 2014 | Pourtaghi (Pourtaghi et al. 2014) | 32 | S | Iran | 75 min/12 weeks | NR | C |
18 | 2012 | Lam (Lam 2012) | 28 | S | China | 90 min/2 times/16 weeks | R | RS |
19 | 2009 | Marashi (Marashi 2008) | 60 | S | Iran | 70 min/11 sessions | NR | RS |
20 | 2007 | Topping (a) (Topping and Trickey 2007a) | 115 | L | UK | 60 min/1 time/58 weeks | NR | CA |
21 | 2007 | Topping (b) (Topping and Trickey 2007b) | 177 | L | UK | 60 min/1 time/58 weeks | NR | CA |
22 | 2006 | Othman (Othman and Hashim 2006) | 45 | S | Malaysia | —/—/16 weeks | NR | RS, RC |
23 | 2000 | Jo (Jo 2000) | 54 | L | South Korea | 30 min/4 times/24 weeks | NR | CM |
24 | 1998 | Sprod (Sprod 1998) | 54 | S | UK | 70 min/1 time/40 weeks | NR | RS |
25 | 1995 | Pálsson (Pálsson 1995) | 126 | L | Iceland | 80 min/1 time/24 weeks | NR | RS |
26 | 1993 | Chamberlain (Chamberlain 1993) | 160 | L | USA | 60 min/5 times/12 weeks | NR | RS, HC |
27 | 1989 | Slade (Slade 1989) | 50 | S | Australia | 120 min/12 sessions | NR | RS |
28 | 1986 | Jenkis (Jenkins 1986) | 60 | S | UK | 45 min/about 20 weeks | NR | RS |
29 | 1985 | Martin (Martin and Weinstein 1985) | 964 | L, S | USA | —/—/about 32 weeks | PP | CT |
30 | 1984 | Iorio (Iorio et al. 1984) | 336 | L | USA | 45 min/2 times/40 weeks | PP | CT |
31 | 1982 | Yeazell (Yeazell 1982) | 100 | L | USA | 45 min/1 time/32 weeks | NR | RC |
32 | 1981 | Cinquino (Cinquino 1981) | 47 | L | USA | 120 min/1 time/28 weeks | PP | RS, C |
33 | 1979 | Cummings (Cummings 1979) | 29 | L | USA | 40 min/2 times/7.5weeks | NR | LT |
ID | Study | Sample Size | Grade | Country | Dosage | Design | Outcome Indicators |
Authors-Year | Duration/Frequency/Weeks | ||||||
1 | (Acar and Arslan 2023) | 23 | S | Turkey | 40 min/2 times/10 weeks | NR | CT, SK |
2 | (Şişman et al. 2023) | 34 | S | Turkey | 80 min/1 time/8 weeks | NR | MC |
3 | (Akbayir and Tedikçi 2022) | 38 | S | Turkey | 120 min/1 time/8 weeks | NR | MA |
4 | (Işıklar and Öztürk 2022) | 40 | L | Turkey | 40 min/2 times/10 weeks | NR | CT, PS |
5 | (Wu 2021) | 173 | S | China | 40 min/2 times/4 weeks | R | CT |
6 | (Zulkifli and Hashim 2020) | 61 | S | Malaysia | —/—/11 sessions | NR | CT |
7 | (Khanmohammadi et al. 2020) | 44 | S | Iran | —/1 time/12 weeks | NR | LO, PM |
8 | (Mehnehj et al. 2020) | 50 | S | Iran | 60 min/2 time/6 weeks | NR | RS |
9 | (Ventista 2019) | 738 | L | UK | 30 min/1 time/40 weeks | NR | CT, C |
10 | (Abbasi et al. 2017) | 50 | L | Iran | —/—/12 weeks | NR | CT |
11 | (Tian and Liao 2016) | 62 | S | China | 100 min/1 time/10 weeks | NR | RC |
12 | (Youssef et al. 2016) | 246 | S | Australia | —/—/24 weeks | NR | RC |
13 | (Erfani and Rezaei 2016) | 40 | S | Iran | 120 min/1 time/12 weeks | NR | CT |
14 | (Fair et al. 2015b) | 275 | S | USA | 60 min/1 time/22–26, 4–10 weeks | R | CA |
15 | (Fair et al. 2015a) | 183 | S | USA | 60 min/1 time/22–26 weeks | R | CA |
16 | (Tok and Mazl 2015) | 74 | L | Turkey | 120 min/2 time/10 weeks | NR | RC, LC |
17 | (Pourtaghi et al. 2014) | 32 | S | Iran | 75 min/12 weeks | NR | C |
18 | (Lam 2012) | 28 | S | China | 90 min/2 times/16 weeks | R | RS |
19 | (Marashi 2008) | 60 | S | Iran | 70 min/11 sessions | NR | RS |
20 | (Topping and Trickey 2007a) | 115 | L | UK | 60 min/1 time/58 weeks | NR | CA |
21 | (Topping and Trickey 2007b) | 177 | L | UK | 60 min/1 time/58 weeks | NR | CA |
22 | (Othman and Hashim 2006) | 45 | S | Malaysia | —/—/16 weeks | NR | RS, RC |
23 | (Jo 2000) | 54 | L | South Korea | 30 min/4 times/24 weeks | NR | CM |
24 | (Sprod 1998) | 54 | S | UK | 70 min/1 time/40 weeks | NR | RS |
25 | (Pálsson 1995) | 126 | L | Iceland | 80 min/1 time/24 weeks | NR | RS |
26 | (Chamberlain 1993) | 160 | L | USA | 60 min/5 times/12 weeks | NR | RS, HC |
27 | (Slade 1989) | 50 | S | Australia | 120 min/12 sessions | NR | RS |
28 | (Jenkins 1986) | 60 | S | UK | 45 min/about 20 weeks | NR | RS |
29 | (Martin and Weinstein 1985) | 964 | L, S | USA | —/—/about 32 weeks | PP | CT |
30 | (Iorio et al. 1984) | 336 | L | USA | 45 min/2 times/40 weeks | PP | CT |
31 | (Yeazell 1982) | 100 | L | USA | 45 min/1 time/32 weeks | NR | RC |
32 | (Cinquino 1981) | 47 | L | USA | 120 min/1 time/28 weeks | PP | RS, C |
33 | (Cummings 1979) | 29 | L | USA | 40 min/2 times/7.5weeks | NR | LT |
4.2. Assessment of Publication Bias
4.3. Heterogeneity Test Results and Overall Effect
4.4. Moderator Analyses
5. Discussion
5.1. Overall Effects of P4C on Children’s Cognitive Abilities
5.2. Moderating Factors Influencing the Cognitive Effects of P4C
5.2.1. Moderating Effect of Cognitive Domains
5.2.2. Moderating Effect of Dosage Variables
5.2.3. Moderating Effect of Grade Level
5.2.4. Moderating Effect of Cultural Context
5.2.5. Moderating Effect of Research Design
5.2.6. Moderating Effect of Publication Year
5.2.7. Moderating Effect of Sample Size
6. Conclusions, Limitation and Implications
6.1. Conclusions
6.2. Limitations
6.3. Implications
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
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Model | k | #es | N | t | Hedges’ g | 95%CI | %Var. at Level 1 | %Var. at Level 2 | %Var. at Level 3 |
---|---|---|---|---|---|---|---|---|---|
REM | 33 | 53 | 4568 | 7.20 *** | 0.59 | [0.43, 0.75] | 11.47 | 41.40 | 47.13 |
k | #es | g | 95% CIs | t0 | β1 | 95% CIs | t1 | F(df1, df2) | |||
---|---|---|---|---|---|---|---|---|---|---|---|
Cognitive Domains | Creativity | 3 | 7 | 0.73 | [0.33, 1.13] | 3.66 *** | F(5, 47) = 1.91 p = 0.11 | ||||
Cognitive Abilities | 4 | 5 | 0.51 | [0.10, 0.92] | 2.52 * | −0.21 | [−0.56, 0.41] | −0.31 | |||
Critical Thinking | 9 | 11 | 0.66 | [0.37, 0.95] | 4.54 *** | −0.07 | [−0.53, 0.38] | −0.32 | |||
Reading Comprehension | 5 | 5 | 0.08 | [−0.33, 0.50] | 0.40 | −0.65 | [−1.23, −0.07] | −2.26 * | |||
Reasoning Skills | 9 | 13 | 0.56 | [0.27, 0.85] | 3.94 *** | −0.17 | [−0.63, 0.29] | −0.75 | |||
Others | 10 | 12 | 0.82 | [0.52, 1.13] | 5.40 *** | 0.09 | [−0.41, 0.60] | −0.37 | |||
Dosages | Session Length | ≤50 min | 9 | 12 | 0.36 | [0.05, 0.67] | 2.30 * | F(2, 50) = 1.57 | |||
>50 min | 18 | 31 | 0.65 | [0.45, 0.87] | 5.97 *** | 0.29 | [−0.09, 0.67] | 1.53 * | |||
Not reported | 6 | 10 | 0.74 | [0.37, 1.10] | 4.06 *** | 0.38 | [−0.10,0.86] | 1.58 | |||
Weekly Frequency | 1 time | 14 | 21 | 0.58 | [0.31, 0.84] | 4.34 *** | F(3, 49) = 0.10 | ||||
2 times | 8 | 11 | 0.53 | [0.17, 0.89] | 2.92 * | −0.05 | [−0.50, 040] | −0.21 | |||
others | 2 | 5 | 0.59 | [−0.08, 1.27] | 1.26 | 0.02 | [−0.70, 9.74] | 0.05 | |||
Not reported | 9 | 16 | 0.66 | [0.33, 0.99] | 4.04 *** | 0.08 | [−0.34, 0.51] | 0.39 | |||
Intervention Duration | ≤10 weeks | 18 | 28 | 0.63 | [0.40, 0.86] | 5.42 *** | F(2, 50) = 0.90 | ||||
>20 weeks | 13 | 21 | 0.49 | [0.25, 0.74] | 4.12 *** | −0.14 | [−0.46, 0.19] | −0.83 | |||
Not reported | 3 | 4 | 0.89 | [0.30, 1.47] | 3.03 ** | 0.26 | [−0.38, 0.89] | 0.82 | |||
Grade | ≤Grade 5 | 13 | 19 | 0.49 | [0.25, 0.74] | 4.00 *** | F(2, 50) = 1.02 | ||||
≥Grade 6 | 20 | 29 | 0.62 | [0.41, 0.83] | 5.96 *** | 0.13 | [−0.19, 0.44] | 0.80 | |||
Mixed | 1 | 5 | 0.97 | [0.31, 1.64] | 2.93 ** | 0.48 | [−0.23, 1.19] | 1.35 | |||
Culture Context | Western | 17 | 28 | 0.46 | [0.23, 0.68] | 4.10 *** | F(1, 51) = 2.96 p = 0.09 | ||||
non-Western | 16 | 25 | 0.74 | [0.50, 0.98] | 6.17 *** | 0.28 | [−0.05, 0.61] | 1.72 | |||
Type of Study Design | RCT | 4 | 5 | 0.36 | [−0.11, 0.82] | 1.55 | F(2, 50) = 1.44 | ||||
Non-RCT | 26 | 39 | 0.57 | [0.39, 0.76] | 6.17 *** | 0.22 | [−0.28, 0.72] | 0.88 | |||
One-group pre-post | 3 | 9 | 0.88 | [0.45, 1.32] | 4.06 *** | 0.53 | [−0.11, 1.16] | 1.67 | |||
Year | 33 | 53 | 0.002 | [−0.01, 0.01] | 0.38 | F(1, 51) = 0.15 | |||||
Sample Size | 33 | 53 | −0.001 | −[0.002, −0.000] | −2.02 * | F(1, 51) = 4.07 * |
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Wei, C.; Chen, L. The Effects of Philosophy for Children on Children’s Cognitive Development: A Three-Level Meta-Analysis. J. Intell. 2025, 13, 130. https://doi.org/10.3390/jintelligence13100130
Wei C, Chen L. The Effects of Philosophy for Children on Children’s Cognitive Development: A Three-Level Meta-Analysis. Journal of Intelligence. 2025; 13(10):130. https://doi.org/10.3390/jintelligence13100130
Chicago/Turabian StyleWei, Caiyun, and Lele Chen. 2025. "The Effects of Philosophy for Children on Children’s Cognitive Development: A Three-Level Meta-Analysis" Journal of Intelligence 13, no. 10: 130. https://doi.org/10.3390/jintelligence13100130
APA StyleWei, C., & Chen, L. (2025). The Effects of Philosophy for Children on Children’s Cognitive Development: A Three-Level Meta-Analysis. Journal of Intelligence, 13(10), 130. https://doi.org/10.3390/jintelligence13100130