{"id":"https://openalex.org/W2342275445","doi":null,"title":"META-ANALYSIS: PICTURES THAT EXPLAIN HOW EXPERIMENTAL FINDINGS CAN BE INTEGRATED","display_name":"META-ANALYSIS: PICTURES THAT EXPLAIN HOW EXPERIMENTAL FINDINGS CAN BE INTEGRATED","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W2342275445","mag":"2342275445"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.150.5320","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.150.5320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.stat.auckland.ac.nz/~iase/publications/17/C105.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040419891","display_name":"Geoff Cumming","orcid":"https://orcid.org/0000-0003-1716-5277","observed_orcids":["https://orcid.org/0000-0003-1716-5277"]},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Geoff Cumming","raw_affiliation_strings":[", La Trobe University"],"raw_orcid":"https://orcid.org/0000-0003-1716-5277","affiliations":[{"raw_affiliation_string":", La Trobe University","institution_ids":["https://openalex.org/I196829312"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5040419891"],"corresponding_institution_ids":["https://openalex.org/I196829312"],"apc_list":null,"apc_paid":null,"fwci":0.7726,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.70148368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.6044999957084656,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10206","display_name":"Meta-analysis and systematic reviews","score":0.6044999957084656,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.37700000405311584,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10561","display_name":"Educational Research and Methods","score":0.010099999606609344,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/meta-analysis","display_name":"meta-analysis","score":0.9929999709129333},{"id":"https://openalex.org/keywords/introductory-statistics-education","display_name":"introductory statistics education","score":0.8349999785423279},{"id":"https://openalex.org/keywords/effect-size","display_name":"effect size","score":0.6010000109672546},{"id":"https://openalex.org/keywords/confidence-intervals","display_name":"confidence intervals","score":0.9449999928474426},{"id":"https://openalex.org/keywords/visualization-tools","display_name":"visualization tools","score":0.46000000834465027},{"id":"https://openalex.org/keywords/moderating-variables","display_name":"moderators","score":0.6980000138282776},{"id":"https://openalex.org/keywords/null-hypothesis-significance-testing","display_name":"null hypothesis significance testing","score":0.777999997138977},{"id":"https://openalex.org/keywords/statistics-textbook","display_name":"statistics textbook","score":0.46000000834465027},{"id":"https://openalex.org/keywords/evidence-synthesis","display_name":"evidence synthesis","score":0.375}],"concepts":[{"id":"https://openalex.org/C95190672","wikidata":"https://www.wikidata.org/wiki/Q815382","display_name":"Meta-analysis","level":2,"score":0.6084656715393066},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5601791143417358},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5263239741325378},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.47484973073005676},{"id":"https://openalex.org/C191988596","wikidata":"https://www.wikidata.org/wiki/Q628374","display_name":"Null hypothesis","level":2,"score":0.4615632891654968},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3519929349422455},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3465650677680969},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3305007815361023},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3260875940322876},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32470133900642395},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16213399171829224},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12694117426872253},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.150.5320","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.150.5320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.stat.auckland.ac.nz/~iase/publications/17/C105.pdf","raw_type":"text"},{"id":"mag:2342275445","doi":null,"is_oa":false,"landing_page_url":"http://iase-web.org/documents/papers/icots7/C105.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1511920456","https://openalex.org/W1532094237","https://openalex.org/W1965436337","https://openalex.org/W2005534705","https://openalex.org/W2011550426","https://openalex.org/W2030360178","https://openalex.org/W2044150432","https://openalex.org/W2070970636"],"related_works":["https://openalex.org/W2336901019","https://openalex.org/W6903797043","https://openalex.org/W2413604280","https://openalex.org/W3011589504","https://openalex.org/W3093775237","https://openalex.org/W224918363","https://openalex.org/W2145168105","https://openalex.org/W3100177040","https://openalex.org/W2759961299","https://openalex.org/W2605957960"],"abstract_inverted_index":{"Meta-analysis":[0,136],"(MA)":[1,137],"is":[2,58,71,82,138],"the":[3,11,50,78,97,117,148,156,168,175,185],"quantitative":[4],"integration":[5],"of":[6,20,29,49,52,116,120,141,177,181,187],"empirical":[7,145],"studies":[8,146,182],"that":[9,92,106,183],"address":[10,166],"same":[12,149],"or":[13,150],"similar":[14,151],"issues.":[15,152],"It":[16,32,46,81],"provides":[17,107],"overall":[18,208],"estimates":[19],"effect":[21,186,210],"size,":[22],"and":[23,38,43,65,70,77,101,173,204],"can":[24,33,113],"thus":[25,39],"guide":[26],"practical":[27],"application":[28],"research":[30,44,68],"findings.":[31],"also":[34],"identify":[35],"moderating":[36],"variables,":[37],"contribute":[40],"to":[41,63,124,143,167,201],"theorybuilding":[42],"planning.":[45],"overcomes":[47],"many":[48,115],"disadvantages":[51],"null":[53],"hypothesis":[54],"significance":[55],"testing.":[56],"MA":[57,93,121,153,180],"a":[59,67,139],"highly":[60],"valuable":[61],"way":[62],"review":[64],"summarise":[66],"literature,":[69],"now":[72],"widely":[73],"used":[74],"in":[75,86,96,158],"medicine":[76],"social":[79],"sciences.":[80],"scarcely":[83],"mentioned,":[84],"however,":[85],"introductory":[87,98],"statistics":[88,99],"textbooks.":[89],"I":[90,102],"argue":[91],"should":[94],"appear":[95],"course,":[100],"explain":[103],"how":[104],"software":[105],"diagrams":[108],"based":[109],"on":[110,147],"confidence":[111],"intervals":[112],"make":[114],"key":[118],"concepts":[119],"readily":[122],"accessible":[123],"beginning":[125],"students.":[126],"META-ANALYSIS":[127],"TO":[128],"INTEGRATE":[129],"AND":[130],"SUMMARISE":[131],"A":[132],"BODY":[133],"OF":[134],"RESEARCH":[135],"set":[140],"techniques":[142],"integrate":[144],"burst":[154],"onto":[155],"scene":[157],"1976":[159],"when":[160],"Gene":[161],"Glass":[162,189],"gave":[163,206],"his":[164,178],"presidential":[165],"American":[169],"Educational":[170],"Research":[171],"Association":[172],"reported":[174,198],"results":[176],"massive":[179],"evaluated":[184],"psychotherapy.":[188],"located":[190],"more":[191],"than":[192],"1,000":[193],"reports,":[194],"but":[195],"just":[196],"375":[197],"sufficient":[199],"information":[200],"be":[202],"included,":[203],"these":[205],"an":[207],"estimated":[209],"size":[211]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}