Publication Cover
Leisure Sciences
An Interdisciplinary Journal
Volume 30, 2008 - Issue 2
3,452
Views
91
CrossRef citations to date
0
Altmetric
Research Articles

Understanding Meta-Analysis: A Review of the Methodological Literature

&
Pages 96-110 | Received 15 Dec 2006, Accepted 15 Nov 2007, Published online: 07 Mar 2008

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (15)

Cong Liu, Mohd Nazri Abdul Rahman, Afdal Afdal & Muhammad Asyraf Mansor. (2024) Relationships between parental marital quality and preschool children’s prosocial behaviours: a meta-analysis. Early Child Development and Care 194:3, pages 454-477.
Read now
Simge Özdal Oktay, Sven Heitmann & Christian Kray. (2024) Linking location privacy, digital sovereignty and location-based services: a meta review. Journal of Location Based Services 18:1, pages 1-52.
Read now
Jiju Antony, Vikas Swarnakar, Neha Gupta, Jaspreet Kaur, Raja Jayaraman, Guilherme Luz Tortorella & Elizabeth Cudney. (2023) Critical success factors for operational excellence initiatives in manufacturing: a meta-analysis. Total Quality Management & Business Excellence 34:9-10, pages 1152-1172.
Read now
Cécile Carpentier & Jean-Marc Suret. (2021) On the Rationality of Institutional Investors: The Case of Major Industrial Accidents. Journal of Behavioral Finance 22:3, pages 289-305.
Read now
Harold G. Koenig, Terrence D. Hill, Steven Pirutinsky & David H. Rosmarin. (2021) Commentary on “Does Spirituality or Religion Positively Affect Mental Health?”. The International Journal for the Psychology of Religion 31:1, pages 27-44.
Read now
Alice Chik & Sílvia Melo-Pfeifer. (2020) What does language awareness look like? Visual methodologies in language learning and teaching research (2000–2018). Language Awareness 29:3-4, pages 336-352.
Read now
Deepak Singhal, Sarat Kumar Jena & Sushanta Tripathy. (2019) Factors influencing the purchase intention of consumers towards remanufactured products: a systematic review and meta-analysis. International Journal of Production Research 57:23, pages 7289-7299.
Read now
Chris A. B. Zajchowski, Matthew T. J. Brownlee & Jeff Rose. (2019) Air quality and the visitor experience in parks and protected areas. Tourism Geographies 21:4, pages 613-634.
Read now
Jacek Jaworski & Leszek Czerwonka. (2019) Meta-study on relationship between macroeconomic and institutional environment and internal determinants of enterprises’ capital structure. Economic Research-Ekonomska Istraživanja 32:1, pages 2614-2637.
Read now
Rose I. Verbos, Benjamin Altschuler & Matthew T. J. Brownlee. (2018) Weather Studies in Outdoor Recreation and Nature-Based Tourism: A Research Synthesis and Gap Analysis. Leisure Sciences 40:6, pages 533-556.
Read now
Jafrā D. Thomas, Brian R. Flay & Bradley J. Cardinal. (2018) Are Physical Activity Resources Understandable as Disseminated? A Meta-Analysis of Readability Studies. Quest 70:4, pages 492-518.
Read now
Michael A. Schuett, Jiaying Lu, Robert B. Ditton & Yung Ping Tseng. (2010) Sociodemographics, Motivations, and Behavior: The Case of Texas Anglers 1989–2004. Human Dimensions of Wildlife 15:4, pages 247-261.
Read now
JerryJ. Vaske & LoriB. Shelby. (2008) Crowding as a Descriptive Indicator and an Evaluative Standard: Results from 30 Years of Research. Leisure Sciences 30:2, pages 111-126.
Read now
JerryJ. Vaske & RobertE. Manning. (2008) Analysis of Multiple Data Sets in Outdoor Recreation Research: Introduction to the Special Issue. Leisure Sciences 30:2, pages 93-95.
Read now

Articles from other publishers (76)

Hashini Gunatilake, John Grundy, Rashina Hoda & Ingo Mueller. (2024) The impact of human aspects on the interactions between software developers and end-users in software engineering: A systematic literature review. Information and Software Technology, pages 107489.
Crossref
Saeed Fathi & Zeinab Fazelian. (2024) Efficiency of the options market and arbitrage strategy: a meta-analysis. International Journal of Emerging Markets.
Crossref
Chenxi Liu, Yixi Wang, Marvin Evans & Ana-Paula Correia. (2024) Critical antecedents of mobile learning acceptance and moderation effects: A meta-analysis on technology acceptance model. Education and Information Technologies.
Crossref
Takalani T. Denge, Nokwanda Edith Bam, Welma Lubbe & Annah Rakhudu. (2024) Essential components of an educational program for implementing skin-to-skin contact for preterm infants in intensive care units: an integrative literature review. BMC Pregnancy and Childbirth 24:1.
Crossref
Johana Sierra-Morán, Laura Cabeza-García, Nuria González-Álvarez & Juan Botella. (2021) The board of directors and firm innovation: A meta-analytical review. BRQ Business Research Quarterly 27:2, pages 182-207.
Crossref
Jacek Jaworski & Leszek Czerwonka. (2024) Profitability and working capital management: a meta-study in macroeconomic and institutional conditions. DECISION.
Crossref
Dema Munef Ahmad, László Gáspár, Zsolt Bencze & Rana Ahmad Maya. (2024) The Role of BIM in Managing Risks in Sustainability of Bridge Projects: A Systematic Review with Meta-Analysis. Sustainability 16:3, pages 1242.
Crossref
Fangxuan (Sam) Li, Dan Zhu, Mao-Tang (Brian) Lin & Peter B. Kim. (2024) The Technology Acceptance Model and Hospitality and Tourism Consumers’ Intention to Use Mobile Technologies: Meta-Analysis and Structural Equation Modeling. Cornell Hospitality Quarterly.
Crossref
Coky Fauzi Alfi, Maslinawati Mohamad & Khaled Hussainey. (2024) Unveiling the hidden symphony: board dynamics and carbon emission disclosure – a meta-analysis study in the realm of developed markets. Journal of Accounting Literature.
Crossref
Eyup Izci & Ece Acıkgoz Akkoc. (2024) The impact of concept maps on academic achievement: A meta-analysis. Heliyon 10:1, pages e23290.
Crossref
Ireneusz Celiński & Grzegorz Sierpiński. 2024. Advanced Solutions for Mobility in Urban Areas. Advanced Solutions for Mobility in Urban Areas 82 101 .
Yavuz TANĞ & Özlem ÇAKIR. (2023) Örgütsel Güvenin, Örgütsel Bağlılık ve İşten Ayrılma Niyeti ile İlişkisinin Meta Analiz Yöntemiyle İncelenmesiAn Examination of the Relationship of Organizational Trust with Organizational Commitment and Intention to Leave a Job with Meta Analysis Method. 19 Mayıs Sosyal Bilimler Dergisi 4:4, pages 209-229.
Crossref
Nick J Fox. (2023) Rhizomatic review: A materialist minor science approach to research evaluation. Qualitative Research.
Crossref
Yu Rim Kim, Min Ju Park, Soo-yeon Park & Ji Yeon Kim. (2023) Brown Seaweed Consumption as a Promising Strategy for Blood Glucose Management: A Comprehensive Meta-Analysis. Nutrients 15:23, pages 4987.
Crossref
Israel Edem Agbehadji, Tafadzwanashe Mabhaudhi, Joel Botai & Muthoni Masinde. (2023) A Systematic Review of Existing Early Warning Systems’ Challenges and Opportunities in Cloud Computing Early Warning Systems. Climate 11:9, pages 188.
Crossref
Emily Colton, Kira-Elise Wilson, Trevor T.-J. Chong & Antonio Verdejo-Garcia. (2023) Dysfunctional decision-making in binge-eating disorder: A meta-analysis and systematic review. Neuroscience & Biobehavioral Reviews 152, pages 105250.
Crossref
Khalifa AL-Dosari, Ahmed M. Deif, Murat Kucukvar, Nuri Onat & Noora Fetais. (2023) Security Supply Chain Using UAVs: Validation and Development of a UAV-Based Model for Qatar’s Mega Sporting Events. Drones 7:9, pages 555.
Crossref
Han Jiang, Yi Zhang, Wenqin Tu, Geng Sun, Ning Wu & Yongmei Zhang. (2023) The General Trends of Genetic Diversity Change in Alien Plants’ Invasion. Plants 12:14, pages 2690.
Crossref
Ömer Şahin ASLAN, Sedat ŞEN & Ragıp TERZİ. (2023) RevMan ile Meta-AnalizMeta-Analysis with RevMan. Dokuz Eylül Üniversitesi Buca Eğitim Fakültesi Dergisi:56, pages 436-462.
Crossref
Qiang Guo, Dan Zhu, Mao-Tang (Brian) Lin, Fangxuan (Sam) Li, Peter B. Kim, De Du & Yan Shu. (2022) Hospitality employees’ technology adoption at the workplace: evidence from a meta-analysis. International Journal of Contemporary Hospitality Management 35:7, pages 2437-2464.
Crossref
Gökhan Baş. (2023) Effect of Summer Vacation on Learning Loss in Mathematics: A Meta-Analysis of the Findings. Yaşadıkça Eğitim 37:2, pages 565-580.
Crossref
Young Ho Lee & Gwan Gyu Song. (2021) Comparative efficacy and safety of tumor necrosis factor inhibitors and their biosimilars in patients with rheumatoid arthritis having an insufficient response to methotrexateVergleich der Wirksamkeit und Sicherheit von Tumornekrosefaktor-Inhibitoren und ihren Biosimilars bei Patienten mit rheumatoider Arthritis mit ungenügendem Ansprechen auf Methotrexat. Zeitschrift für Rheumatologie 82:3, pages 248-255.
Crossref
Sara Nadri, Ali Sadeghi-Sefidmazgi, Pouya Zamani, Gholam Reza Ghorbani & Sajjad Toghiani. (2023) Implementation of Feed Efficiency in Iranian Holstein Breeding Program. Animals 13:7, pages 1216.
Crossref
Ahmad Zainuri & Miftachul Huda. (2023) Empowering Cooperative Teamwork for Community Service Sustainability: Insights from Service Learning. Sustainability 15:5, pages 4551.
Crossref
Whijin Kim, Eunbeen Park, Hyun-Woo Jo, Minwoo Roh, Joon Kim, Cholho Song & Woo-Kyun Lee. (2023) A meta-analytic review on the spatial and climatic distribution of meteorological drought indices. Environmental Reviews 31:1, pages 95-110.
Crossref
Marie-Pier Champagne & Jean Dubé. (2023) The impact of transport infrastructure on firms’ location decision: A meta-analysis based on a systematic literature review. Transport Policy 131, pages 139-155.
Crossref
Riya Gupta & Rachna Agrawal. (2023) Unveiling the Hidden Layers of Employees’ Job Satisfaction and Organizational Commitment: A Meta-analysis. Business Perspectives and Research, pages 227853372211488.
Crossref
Hao Li, Huina Liu, Wei-Yew Chang & Chun Wang. (2023) Factors Affecting Farmers’ Environment-Friendly Fertilization Behavior in China: Synthesizing the Evidence Using Meta-Analysis. Agriculture 13:1, pages 150.
Crossref
Filiz GÜVEN & İlkim GÜVEN. (2022) METAVERSE TOPLUMU: KİMLİK, MEKÂN VE YENİ TOPLULUK BİLİNCİMETAVERSE SOCIETY: IDENTITY, SPACE AND NEW COMMUNITY. Erciyes Akademi 36:4, pages 1792-1812.
Crossref
Xiuwen Zhai, Abu Bakar Razali & Tajulripin Sulaiman. (2022) Synthesis of the Types and Trends of Review Articles. Education Research International 2022, pages 1-19.
Crossref
Cindy M Hurtado & A Cole Burton. (2022) Using habitat suitability information from across a species range to inform understudied ecosystems. Journal of Mammalogy 103:4, pages 814-825.
Crossref
Getahun Shanko & Bekele Tona. (2022) Human-Terrestrial Wildlife Conflict in Ethiopia: A Systematic Review. The Scientific World Journal 2022, pages 1-8.
Crossref
Cong Liu & Mohd Nazri Abdul Rahman. (2022) Relationships between parenting style and sibling conflicts: A meta-analysis. Frontiers in Psychology 13.
Crossref
Vegard Gundersen & Stine Rybråten. (2022) Differing perceptions and tensions among tourists and locals concerning a national park region in Norway. Journal of Rural Studies 94, pages 477-487.
Crossref
Derrick K. Allotey, Ebenezer M. Kwofie, Peter Adewale, Edmond Lam & Michael Ngadi. (2022) A meta-analysis of pulse-protein extraction technologies: Impact on recovery and purity. Journal of Food Engineering 327, pages 111048.
Crossref
Cong Liu & Mohd Nazri Abdul Rahman. (2022) Evidence of Using of ICTs on Mathematics Achievement for Preschool Children: A Meta-analysis. Evidence of Using of ICTs on Mathematics Achievement for Preschool Children: A Meta-analysis.
Ayça AKIN. (2022) IS READING COMPREHENSION ASSOCIATED WITH MATHEMATICS SKILLS: A META-ANALYSIS RESEARCH. International Online Journal of Primary Education 11:1, pages 47-61.
Crossref
Dulaji Hidellaarachchi, John Grundy, Rashina Hoda & Kashumi Madampe. (2022) The Effects of Human Aspects on the Requirements Engineering Process: A Systematic Literature Review. IEEE Transactions on Software Engineering 48:6, pages 2105-2127.
Crossref
Liselotte De Wit, Vitoria Piai, Pilar Thangwaritorn, Brynn Johnson, Deirdre O’Shea, Priscilla AmofaSr.Sr., Michael Marsiske, Roy P. C. Kessels, Nancy Schaefer & Glenn Smith. (2021) Repetition Priming in Individuals with Amnestic Mild Cognitive Impairment and Alzheimer’s Dementia: a Systematic Review and Meta-Analysis. Neuropsychology Review 32:2, pages 228-246.
Crossref
Xiaoting Huang, Meixin Chen, Ying Wang, Jin Yi, Zhenchun Song & Chris Ryan. (2022) Visitors' spatial-temporal behaviour and their learning experience: A comparative study. Tourism Management Perspectives 42, pages 100951.
Crossref
Tonia Samela, Francesca Sampogna, Mariantonietta Fabbricatore, Luca Fania, Elena Sofia Papanikolaou & Damiano Abeni. (2021) Skin signs in eating disorders: a literature review. Eating and Weight Disorders - Studies on Anorexia, Bulimia and Obesity 27:3, pages 867-879.
Crossref
Regina Lenart-Gansiniec. (2022) The dilemmas of systematic literature review: the context of crowdsourcing in science. International Journal of Contemporary Management 58:1, pages 11-21.
Crossref
Suparman & Dadang Juandi. Upgrading mathematical problem-solving abilities through problem-based learning: A meta-analysis study in some countries. Upgrading mathematical problem-solving abilities through problem-based learning: A meta-analysis study in some countries.
Cody L. Ritt, Timothée Stassin, Douglas M. Davenport, Ryan M. DuChanois, Ines Nulens, Zhe Yang, Adi Ben-Zvi, Naama Segev-Mark, Menachem Elimelech, Chuyang Y. Tang, Guy Z. Ramon, Ivo F.J. Vankelecom & Rhea Verbeke. (2022) The open membrane database: Synthesis–structure–performance relationships of reverse osmosis membranes. Journal of Membrane Science 641, pages 119927.
Crossref
Martin Hochheimer & George Jay Unick. (2022) Systematic review and meta-analysis of retention in treatment using medications for opioid use disorder by medication, race/ethnicity, and gender in the United States. Addictive Behaviors 124, pages 107113.
Crossref
Amal Jaya & Suparman Suparman. (2021) The Use of CABRI Software in Mathematics Learning for Cultivating Geometrical Conceptual Understanding: A Meta-Analysis. The Use of CABRI Software in Mathematics Learning for Cultivating Geometrical Conceptual Understanding: A Meta-Analysis.
M.D. HartmanS.R. Jeffrey. (2021) Estimating the economic optimal target density of hybrid canola based on data from a western Canadian meta-analysis. Canadian Journal of Plant Science 101:3, pages 393-407.
Crossref
Jacek Jaworski & Leszek Czerwonka. (2021) Meta-study on the relationship between profitability and liquidity of enterprises in macroeconomic and institutional environment. DECISION 48:2, pages 233-246.
Crossref
Gokhan Bas. 2021. Health and Academic Achievement - New Findings. Health and Academic Achievement - New Findings.
Daniel J. Denis. 2021. Applied Univariate, Bivariate, and Multivariate Statistics. Applied Univariate, Bivariate, and Multivariate Statistics 534 547 .
Sukhpreet Kaur & Gurvinder Kaur. (2021) A meta-analytical study on the association of human resource management practices with financial, market and operational performance. South African Journal of Business Management 52:1.
Crossref
Sukhpreet Kaur & Gurvinder Kaur. (2021) A meta-analytical study on the association of human resource management practices with financial, market and operational performance. South African Journal of Business Management 52:2.
Crossref
Suparman Suparman, Dadang Juandi & Maximus Tamur. (2021) Does Problem-Based Learning Enhance Students’ Higher Order Thinking Skills in Mathematics Learning? A Systematic Review and Meta-Analysis. Does Problem-Based Learning Enhance Students’ Higher Order Thinking Skills in Mathematics Learning? A Systematic Review and Meta-Analysis.
Diana Barros & Aurora A. C. Teixeira. (2021) Unlocking the black box: A comprehensive meta-analysis of the main determinants of within-region income inequality. Review of Regional Research 41:1, pages 55-93.
Crossref
Seçil YÜCELYİĞİT & Zerrin TOKER. (2021) A meta-analysis on STEM studies in early childhood educationErken çocukluk eğitimi STEM çalışmaları üzerine bir meta-analiz araştırması. Turkish Journal of Education 10:1, pages 23-36.
Crossref
Suparman, D Juandi & M Tamur. (2021) Review of problem-based learning trends in 2010-2020: A meta-analysis study of the effect of problem-based learning in enhancing mathematical problem-solving skills of Indonesian students. Journal of Physics: Conference Series 1722:1, pages 012103.
Crossref
P V Zakharov, A S Kataeva, A S Kochkin, A M Eremin & A V Markidonov. (2020) Some aspects of using mixed reality technologies in the training of physics teachers. Journal of Physics: Conference Series 1691:1, pages 012015.
Crossref
Austin Himes & Gwen Busby. (2020) Wood buildings as a climate solution. Developments in the Built Environment 4, pages 100030.
Crossref
Christopher D. Mellinger & Thomas A. Hanson. (2020) Meta-analysis and replication in interpreting studies. Interpreting. International Journal of Research and Practice in Interpreting Interpreting / International Journal of Research and Practice in Interpreting Interpreting 22:1, pages 140-149.
Crossref
J. E. Blajman, G. Vinderola, R. B. Páez & M. L. Signorini. (2020) The role of homofermentative and heterofermentative lactic acid bacteria for alfalfa silage: a meta-analysis. The Journal of Agricultural Science 158:1-2, pages 107-118.
Crossref
Bahareh Jamshidi. (2020) Ability of near-infrared spectroscopy for non-destructive detection of internal insect infestation in fruits: Meta-analysis of spectral ranges and optical measurement modes. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 225, pages 117479.
Crossref
Wondimagegn Mengist, Teshome Soromessa & Gudina Legese. (2020) Method for conducting systematic literature review and meta-analysis for environmental science research. MethodsX 7, pages 100777.
Crossref
Charilaos Tsichouridis, Marianthi Batsila, Dennis Vavougios & George Ioannidis. 2020. The Impact of the 4th Industrial Revolution on Engineering Education. The Impact of the 4th Industrial Revolution on Engineering Education 193 205 .
Cem Oktay Guzeller & Nuri Celiker. (2019) Examining the relationship between organizational commitment and turnover intention via a meta-analysis. International Journal of Culture, Tourism and Hospitality Research 14:1, pages 102-120.
Crossref
Ayşen BAKİOĞLU & Erkan GÖKTAŞ. (2019) Eğitim Politikası Bağlamında İşbirlikli ve Geleneksel Öğrenme Yöntemlerinin Tutuma Etkisinin Meta Analizi. Kuramsal Eğitimbilim 12:3, pages 1013-1043.
Crossref
Emre Sönmez & Ferudun Sezgin. (2017) A meta-analytic perspective on school climate studies in Turkey: The impact of some demographic variables. Pegem Eğitim ve Öğretim Dergisi 7:3, pages 453-482.
Crossref
M. Uğur NURALOĞLU & Hakan YARDIMCI. (2016) Veteriner Mikrobiyolojide Salmonella’nın Tanısında PCR ve Bakteriyolojik Yöntemlerin Meta-Analize Uygunluğunun Belirlenmesi. Etlik Veteriner Mikrobiyoloji Dergisi 27:2, pages 113-117.
Crossref
Mariëlle J. L. Prevoo, Maike Malda, Judi Mesman & Marinus H. van IJzendoorn. (2016) Within- and Cross-Language Relations Between Oral Language Proficiency and School Outcomes in Bilingual Children With an Immigrant Background. Review of Educational Research 86:1, pages 237-276.
Crossref
Ilka Zöller, Carsten Diederich, Bettina Abendroth & Ralph Bruder. (2016) Fahrsimulatorvalidität — Systematisierung und quantitative Analyse bisheriger ForschungenDriving simulator validity — Systematization and quantitative analysis of existing research. Zeitschrift für Arbeitswissenschaft 67:4, pages 197-206.
Crossref
Erda Wang, Ling Zhao, Ying Zhou & Bertis B. Little. (2013) Valuing Outdoor Recreation Activities Using a Meta-Analysis Model in China: An Empirical Study. Tourism Economics 19:2, pages 415-432.
Crossref
Michael J. Gross, Hailian Gao & Songshan (Sam) Huang. (2013) China hotel research: A systematic review of the English language academic literature. Tourism Management Perspectives 6, pages 68-78.
Crossref
Chris Haskell. 2013. Cases on Digital Game-Based Learning. Cases on Digital Game-Based Learning 302 340 .
Anna Gondek. (2013) Possibilities of usage meta-analysis method in economic research area. Management 17:2, pages 117-126.
Crossref
Welma Lubbe, Christa S. J. Van der Walt & Hester C. Klopper. (2012) Integrative Literature Review Defining Evidence-Based Neurodevelopmental Supportive Care of the Preterm Infant. Journal of Perinatal & Neonatal Nursing 26:3, pages 251-259.
Crossref
Pierre Benckendorff. (2009) Themes and Trends in Australian and New Zealand Tourism Research: A Social Network Analysis of Citations in Two Leading Journals (1994–2007). Journal of Hospitality and Tourism Management 16:1, pages 1-15.
Crossref
Rémi Mahmoud, Nadine Hilgert, Pierre Casadebaig & Noémie Gaudio. (2022) A Workflow for Processing Global Datasets: Application to Intercropping. SSRN Electronic Journal.
Crossref

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.