Fitting three-level meta-analytic models in R: A step-by-step tutorial

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1. The Effects of Combined Cognitive-Physical Interventions on Cognitive Functioning in Healthy Older Adults: A Systematic Review and Multilevel Meta-Analysis
   Jennifer A. Rieker, José Manuel Reales Avilés, Mónica Muiños, Soledad Ballesteros · 2022 · Frontiers in Human Neuroscience
2. How Political Efficacy Relates to Online and Offline Political Participation: A Multilevel Meta-analysis
   Jennifer Lynn Oser, Amit Grinson, Shelley Boulianne, Eran Halperin · 2022 · Political Communication
3. Physical activity and sleep are inconsistently related in healthy children: A systematic review and meta-analysis
   Devan Antczak, Chris Lonsdale, Jane J. Lee, Toni Adele Hilland, Mitch J. Duncan, Borja del Pozo Cruz, Ryan M. Hulteen, Philip David Parker, Taren Sanders · 2020 · Sleep Medicine Reviews
4. The associations between online media use and users’ perceived social resources: A meta-analysis
   Domahidi, Emese · 2018 · Journal of Computer-Mediated Communication
5. The Effectiveness of Parent Training Programs for Child Maltreatment and Their Components: A Meta-Analysis
   Jeanne Gubbels, Claudia E. van der Put, Mark Assink · 2019 · International Journal of Environmental Research and Public Health
6. Behavioral and Neuroimaging Research on Developmental Coordination Disorder (DCD): A Combined Systematic Review and Meta-Analysis of Recent Findings
   Emily Subara-Zukic, Michael H. Cole, Thomas B. McGuckian, Bert Steenbergen, Dido Green, Bouwien C. M. Smits-Engelsman, Jessica Mireille Lust, Reza Abdollahipour, Erik Domellöf, Frederik J.A. Deconinck et al. · 2022 · Frontiers in Psychology
7. The behavioral phenotype of early life adversity: A 3-level meta-analysis of rodent studies
   Valeria Bonapersona, Jiska Kentrop, Caspar J. Van Lissa, Rixt van der Veen, Marian Joëls, Ratna Angela Sarabdjitsingh · 2019 · Neuroscience & Biobehavioral Reviews
8. The Impact of Social Factors on Job Crafting: A Meta-Analysis and Review
   Huatian Wang, Peikai Li, Shi Chen · 2020 · International Journal of Environmental Research and Public Health
9. The effectiveness of automatic speech recognition in ESL/EFL pronunciation: A meta-analysis
   Thuy Thi-Nhu Ngo, Howard Hao-Jan Chen, Kyle Kuo-Wei Lai · 2023 · ReCALL
10. Subjective and objective experiences of childhood adversity: a meta‐analysis of their agreement and relationships with psychopathology
    Emma R. Francis, Anna Tsaligopoulou, Sarah E Stock, Jean-Baptiste Pingault, J. Baldwin · 2023 · Journal of Child Psychology and Psychiatry and Allied Disciplines
11. A meta-analysis of the association between mental disorders and juvenile recidivism
    Carlijn J. M. Wibbelink, Machteld Hoeve, Geert Jan J. M. Stams, Frans Jeroen Oort · 2017 · Aggression and Violent Behavior
12. Big Five Personality Traits and Second Language Learning: a Meta-analysis of 40 Years’ Research
    Xinjie Chen, Jinbo He, Elizabeth Swanson, Zhihui Cai, Xitao Fan · 2021 · Educational Psychology Review
13. The effect of self-assessment on academic performance and the role of explicitness: a meta-analysis
    Zi Yan, Wang Xiang, David J. Boud, Hongling Lao · 2021 · Assessment & Evaluation in Higher Education
14. Handling effect size dependency in meta-analysis
    Daniel F. Gucciardi, Robin L. J. Lines, Nikos Ntoumanis · 2021 · International Review of Sport and Exercise Psychology
15. The Role of Affective Teacher–Student Relationships in Bullying and Peer Victimization: A Multilevel Meta-Analysis
    Isabel M. ten Bokkel, Debora L. Roorda, Marlies Maes, Karine Verschueren, Hilde Colpin · 2022 · School Psychology Review
16. Fall prevention in community-dwelling adults with mild to moderate cognitive impairment: a systematic review and meta-analysis
    Megan Racey, Maureen Markle‐Reid, Donna Fitzpatrick‐Lewis, Muhammad Usman Ali, Hélène M. Gagné, Susan Winifred Hunter, Jenny Ploeg, Richard Sztramko, L. Harrison, R. Lewis et al. · 2021 · BMC Geriatrics
17. Risk factors for (violent) radicalization in juveniles: A multilevel meta-analysis
    Julie Emmelkamp, Jessica J. Asscher, Inge B. Wissink, Geert Jan J. M. Stams · 2020 · Aggression and Violent Behavior
18. Normative body image development: A longitudinal meta-analysis of mean-level change
    Emilie Lacroix, Alyssa J. Smith, Incé A. Husain, Ulrich Orth, Kristin M. von Ranson · 2023 · Body Image
19. Memory and creativity: A meta-analytic examination of the relationship between memory systems and creative cognition
    Courtney R. Gerver, Jason W. Griffin, Nancy A. Dennis, Roger E. Beaty · 2023 · Psychonomic Bulletin & Review
20. Static and Dynamic Predictors of General and Violent Criminal Offense Recidivism in the Forensic Outpatient Population: A Meta-Analysis
    Mara J. Eisenberg, Joan Ellen van Horn, Judith M. Dekker, Mark Assink, Claudia E. van der Put, J. Hendriks, Geert Jan J. M. Stams · 2019 · Criminal Justice and Behavior
21. The association between psychopathy and delinquency in juveniles: A three-level meta-analysis
    Yoni Geerlings, Jessica J. Asscher, Geert Jan J. M. Stams, Mark Assink · 2019 · Aggression and Violent Behavior
22. The effectiveness of automated writing evaluation in EFL/ESL writing: a three-level meta-analysis
    Thuy Thi-Nhu Ngo, Howard Hao-Jan Chen, Kyle Kuo-Wei Lai · 2022 · Interactive Learning Environments
23. Calculating statistical power for meta-analysis using metapower
    Griffin, Jason W. · 2021 · The Quantitative Methods for Psychology
24. Herpes simplex virus type 1 in Europe: systematic review, meta-analyses and meta-regressions
    Wajiha Yousuf, Hania M. Ibrahim, Manale Harfouche, Farah Marwan Abu-Hijleh, Laith Jamal Abu-Raddad · 2020 · BMJ Global Health
25. Predicting domestic violence: A meta-analysis on the predictive validity of risk assessment tools
    van der Put, Claudia E., Gubbels, Jeanne, Assink, Mark · 2019 · Aggression and Violent Behavior
26. Shame, guilt, and posttraumatic stress symptoms: A three-level meta-analysis
    Congrong Shi, Zhihong Ren, Chunxiao Zhao, Tao Zhang, Sunny Ho‐Wan Chan · 2021 · Journal of Anxiety Disorders
27. Associations between interpersonal behavior and friendship quality in childhood and adolescence: A meta-analysis
    Nicole S. J. Dryburgh, Emma Ponath, William M. Bukowski, Melanie Ann Dirks · 2021 · Child Development
28. Effective Components of Social Skills Training Programs for Children and Adolescents in Nonclinical Samples: A Multilevel Meta-analysis
    Brechtje de Mooij, Minne Fekkes, Ron H. J. Scholte, Geertjan J. Overbeek · 2020 · Clinical Child and Family Psychology Review
29. Is bilingualism associated with better working memory capacity? A meta-analysis
    Catherine Monnier, Julie Boiché, Pauline Armandon, Sophie Baudoin, Stéphanie Bellocchi · 2021 · International Journal of Bilingual Education and Bilingualism
30. Bullying perpetration and social status in the peer group: A meta‐analysis
    Maria Wiertsema, Charlotte Vrijen, Rozemarijn van der Ploeg, Miranda Sentse, Tina Kretschmer · 2022 · Journal of Adolescence
31. Parental Influence on Child and Adolescent Physical Activity Level: A Meta-Analysis
    Diana L. Y. Su, Tracy C. W. Tang, Joan S. K. Chung, Alfred Lee, Catherine Mamaid Capio, Derwin King Chung Chan · 2022 · International Journal of Environmental Research and Public Health
32. La Intervención Relacional Basada en el Apego (IRBA) en formato virtual. Un estudio exploratorio con primera infancia
    Morales Parra, Theo · 2021 · LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)
33. A meta-analysis of the weight of advice in decision-making
    Bailey, Phoebe E., Leon, Tarren, Ebner, Natalie C., Moustafa, Ahmed A., Weidemann, Gabrielle · 2023 · Current Psychology
34. Biochar’s effect on the soil carbon cycle: a rapid review and meta-analysis
    Madina Bekchanova, Tom Emile Kuppens, Ann Cuypers, Marijke Jozefczak, Robert M. Malina · 2024 · Biochar
35. Lying and Theory of Mind: A Meta-Analysis
    Jia Ying Sarah Lee, Kana Imuta · 2021 · Child Development
36. Biochar improves the nutrient cycle in sandy-textured soils and increases crop yield: a systematic review
    Madina Bekchanova, Luca Campion, Stephan B. Bruns, Tom Emile Kuppens, Johannes C. Lehmann, Marijke Jozefczak, Ann Cuypers, Robert M. Malina · 2024 · Environmental Evidence
37. Relationship between parental psychological control and problem behaviours in youths: A three-level meta-analysis
    Fuyun Yan, Qi Zhang, Guangming Ran, Song Li, Xiang Niu · 2020 · Children and Youth Services Review
38. Detection of Sleep Apnea Using Wearable AI: Systematic Review and Meta-Analysis
    Alaa Ali Abd-Alrazaq, Hania Aslam, Rawan AlSaad, Mohammed A. Alsahli, Arfan Ahmed, Rafat Damseh, Sarah Aziz, Javaid I. Sheikh · 2024 · Journal of Medical Internet Research
39. The Association Between Child Maltreatment and Loneliness Across the Lifespan: A Systematic Review and Multilevel Meta-Analysis
    Coriena de Heer, Shanshan Bi, Catrin Finkenauer, Lenneke R. A. Alink, Marlies Maes · 2022 · Child Maltreatment
40. Physical activity and cortisol regulation: A meta-analysis
    Susette A. Moyers, Martin S. Hagger · 2023 · Biological Psychology
41. Theory of mind, executive function, and lying in children: a meta‐analysis
    Sai, Liyang, Shang, Siyuan, Tay, Cleo, Liu, Xingchen, Sheng, Tingwen, Fu, Genyue, Ding, Xiao Pan, Lee, Kang · 2021 · Developmental Science
42. Moderators of the internal consistency of error‐related negativity scores: A meta‐analysis of internal consistency estimates
    Peter Eugene Clayson · 2020 · Psychophysiology
43. Optimizing Post-activation Performance Enhancement in Athletic Tasks: A Systematic Review with Meta-analysis for Prescription Variables and Research Methods
    Kai Xu, Anthony J. Blazevich, Daniel Alexandre Boullosa, Rodrigo Ramírez‐Campillo, Mingyue Yin, Yuming Zhong, YuHang Tian, Mitchell James Finlay, Paul J. Byrne, Francisco Cuenca‐Fernández et al. · 2025 · Sports Medicine
44. What Kind of Intervention Is Effective for Improving Subjective Well-Being Among Workers? A Systematic Review and Meta-Analysis of Randomized Controlled Trials
    Asuka Sakuraya, Kotaro Imamura, Kazuhiro Watanabe, Yumi Asai, Emiko Ando, Hisashi Eguchi, Norimitsu Nishida, Yuka Kobayashi, Hideaki Arima, Mai Iwanaga et al. · 2020 · Frontiers in Psychology
45. Statistical Learning of Language: A Meta‐Analysis Into 25 Years of Research
    Erin S. Isbilen, Morten H. Christiansen · 2022 · Cognitive Science
46. Response of soil organic carbon fractions to cover cropping: A meta-analysis of agroecosystems
    Rachel C. Wooliver, Sindhu Jagadamma · 2023 · Agriculture Ecosystems & Environment
47. The immediate effect of discrimination on mental health: A meta-analytic review of the causal evidence.
    Christine Emmer, Julia Dorn, Jutta Mata · 2024 · Psychological Bulletin
48. Emotion Regulation by Psychological Distance and Level of Abstraction: Two Meta-Analyses
    Tal Moran, Tal Eyal · 2022 · Personality and Social Psychology Review
49. A Systematic Review and Meta-Analysis of Measurement Feedback Systems in Treatment for Common Mental Health Disorders
    Kristian Rognstad, Tore Wentzel‐Larsen, Simon‐Peter Neumer, John Kjøbli · 2022 · Administration and Policy in Mental Health and Mental Health Services Research
50. Achieving win-win outcomes for biodiversity and yield through diversified farming
    Sarah K. Jones, Andrea C. Sánchez, Damien Beillouin, Stella D. Juventia, Aline Mosnier, Roseline Remans, Natalia Estrada-Carmona · 2022 · Basic and Applied Ecology
51. On the diverse and opposing effects of nutrition on pathogen virulence
    Victoria L. Pike, Katrina Lythgoe, Kayla C. King · 2019 · Proceedings of the Royal Society B Biological Sciences
52. Risk-thresholds for the association between frequency of cannabis use and the development of psychosis: a systematic review and meta-analysis
    Robinson, Tessa, Ali, Muhammad Usman, Easterbrook, Bethany, Hall, Wayne, Jutras-Aswad, Didier, Fischer, Benedikt · 2023 · Psychological Medicine
53. Meta-Analysis on the Identification of Linguistic and Emotional Prosody in Cochlear Implant Users and Vocoder Simulations
    Marita K. Everhardt, Anastasios Sarampalis, Matt Coler, Deniz Başkent, Wander M. Lowie · 2020 · Ear and Hearing
54. A Meta-Analysis of the Effectiveness of EMDR and TF-CBT in Reducing Trauma Symptoms and Externalizing Behavior Problems in Adolescents
    Larissa M. Hoogsteder, Lotte Ten Thije, Eveline E. Schippers, Geert Jan J. M. Stams · 2021 · International Journal of Offender Therapy and Comparative Criminology
55. The effect of exercise on cognitive function in people with multiple sclerosis: a systematic review and meta-analysis of randomized controlled trials
    Gen Li, Qiuping You, Xiao Hou, Shiyan Zhang, Liwen Du, Yuanyuan Lv, Laikang Yu · 2023 · Journal of Neurology
56. Effectiveness of synchronous and asynchronous online learning: a meta-analysis
    Hang Zeng, Jiutong Luo · 2023 · Interactive Learning Environments
57. A systematic review and meta-analysis of haematological malignancies in residents living near petrochemical facilities
    Calvin Jephcote, David Brown, Thomas Verbeek, Alice Mah · 2020 · Environmental Health
58. Effectiveness of physical activity interventions in older adults with frailty or prefrailty: a systematic review and meta-analysis
    Megan Racey, Muhammad Usman Ali, Diana Sherifali, Donna Fitzpatrick‐Lewis, Ruth A. Lewis, Milos Jovkovic, Danielle R. B̀ouchard, Anik M C Giguere, Jayna Marie Holroyd-Leduc, Ada Tang et al. · 2021 · CMAJ Open
59. Child physical abuse risk factors: A systematic review and a meta-analysis
    Joel S. Milner, Julie L. Crouch, Randy J. McCarthy, Joe Ammar, Rodrigo Dominguez-Martinez, Courtney L. Thomas, Audra P. Jensen · 2022 · Aggression and Violent Behavior
60. Cardiorespiratory fitness, body mass index and mortality: a systematic review and meta-analysis
    Nathan R. Weeldreyer, Jeison C. De Guzman, Craig A. Paterson, Jason David Allen, Glenn A. Gaesser, Siddhartha S. Angadi · 2024 · British Journal of Sports Medicine
61. The heritability of reading and reading-related neurocognitive components: A multi-level meta-analysis
    Chiara Andreola, Sara Mascheretti, Raffaella Belotti, Anna Lucia Ogliari, Cecilia Marino, Marco Battaglia, Simona Scaini · 2020 · Neuroscience & Biobehavioral Reviews
62. The Association Between School Discipline and Self-Control From Preschoolers to High School Students: A Three-Level Meta-Analysis
    Jian‐Bin Li, Shanshan Bi, Yayouk Eva Willems, Catrin Finkenauer · 2020 · Review of Educational Research
63. Gratification and its associations with problematic internet use: A systematic review and meta-analysis using Use and Gratification theory
    Dannuo Wei, Lik Sam Chan, Nan Du, Xiujing Hu, Yu‐Te Huang · 2024 · Addictive Behaviors
64. Self-regulated learning strategies in continuing education: A systematic review and meta-analysis
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65. Strength-based methods – a narrative review and comparative multilevel meta-analysis of positive interventions in clinical settings
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66. Digital Phenotyping of Big Five Personality via Facebook Data Mining: A Meta-Analysis
    Davide Marengo, Christian Montag · 2020 · Digital Psychology
67. Childhood and Adolescent Bullying Perpetration and Later Substance Use: A Meta-analysis
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68. Mindfulness-Oriented Recovery Enhancement for Addictive Behavior, Psychiatric Distress, and Chronic Pain: A Multilevel Meta-Analysis of Randomized Controlled Trials
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69. The relations between early-life stress and risk, time, and prosocial preferences in adulthood: A meta-analytic review
    Junhui Wu, Zhen Guo, Xinyun Gao, Yu Kou · 2020 · Evolution and Human Behavior
70. Attributions of Blame in Stranger and Acquaintance Rape: A Multilevel Meta-Analysis and Systematic Review
    Sofia Persson, Katie Dhingra · 2020 · Trauma Violence & Abuse
71. Effective Components of School-Based Prevention Programs for Child Abuse: A Meta-Analytic Review
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72. The efficacy of acceptance and commitment therapy for chronic pain: A three-level meta-analysis and a trial sequential analysis of randomized controlled trials
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73. Self-face advantage over familiar and unfamiliar faces: A three-level meta-analytic approach
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74. Democratic Consequences of Incidental Exposure to Political Information: A Meta-Analysis
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75. Landscape complexity and functional groups moderate the effect of diversified farming on biodiversity: A global meta-analysis
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76. The Relationship between Moral Climate of Sports and the Moral Behavior of Young Athletes: A Multilevel Meta-analysis
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77. Cognitive function in binge eating disorder and food addiction: A systematic review and three-level meta-analysis
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78. Internalizing and externalizing correlates of parental overprotection as measured by the EMBU: A systematic review and meta‐analysis
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79. A Meta-Analysis on Differences and Associations between Alliance Ratings in Child and Adolescent Psychotherapy
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80. Maternal perinatal depression and child executive function: A systematic review and meta-analysis
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81. Chatbot‐Delivered Interventions for Improving Mental Health Among Young People: A Systematic Review and Meta‐Analysis
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82. The effects of long-term high-altitude exposure on cognition: A meta-analysis
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83. The effectiveness of family group conferencing in youth care: A meta-analysis
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84. Low Self-Esteem as a Risk Factor for Eating Disorders: A Meta-Analysis
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85. Autonomic nervous system activity during positive emotions: a meta-analytic review
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86. Longitudinal associations of psychological resilience with mental health and functioning among military personnel: A meta-analysis of prospective studies
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87. Components associated with the effect of home visiting programs on child maltreatment: A meta-analytic review
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88. Are blood and oral fluid Δ9-tetrahydrocannabinol (THC) and metabolite concentrations related to impairment? A meta-regression analysis
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89. Examining the Relationship Between Adverse Childhood Experiences and Juvenile Recidivism: A Systematic Review and Meta-Analysis
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90. Parental Homework Involvement and Students’ Achievement: A Three-Level Meta-Analysis
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91. CEOs' managerial cognition and dynamic capabilities: a meta-analytical study from the microfoundations approach
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92. The association between child maltreatment and pathological narcissism: A three-level meta-analytic review
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93. Same room - different windows? A systematic review and meta-analysis of the relationship between self-report and neuropsychological tests of cognitive flexibility in healthy adults
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94. Trauma exposure and mental health of prisoners and ex-prisoners: A systematic review and meta-analysis
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95. Late-season nitrogen application increases grain protein concentration and is neutral for yield in wheat. A global meta-analysis
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96. Evaluating the effects of tDCS on depressive and anxiety symptoms from a transdiagnostic perspective: a systematic review and meta-analysis of randomized controlled trials
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97. Exemplification Effects: A Meta-Analysis
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98. The Association between Interparental Conflict and Youth Anxiety: A Three-level Meta-analysis
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99. The Episodic Memory Profile in Autism Spectrum Disorder: A Bayesian Meta-Analysis
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100. Are Bad Leaders Indeed Bad for Employees? A Meta-Analysis of Longitudinal Studies Between Destructive Leadership and Employee Outcomes
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