{"id":"https://openalex.org/W2059285991","doi":"https://doi.org/10.1145/2664591.2664627","title":"Applying design-based research for developing virtual reality training in the South African mining industry","display_name":"Applying design-based research for developing virtual reality training in the South African mining industry","publication_year":2014,"publication_date":"2014-09-29","ids":{"openalex":"https://openalex.org/W2059285991","doi":"https://doi.org/10.1145/2664591.2664627","mag":"2059285991"},"language":"en","primary_location":{"id":"doi:10.1145/2664591.2664627","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2664591.2664627","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Southern African Institute for Computer Scientist and Information Technologists Annual Conference 2014 on SAICSIT 2014 Empowered by Technology","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5013760708","display_name":"Etienne Van Wyk","orcid":"https://orcid.org/0000-0002-0436-2741"},"institutions":[{"id":"https://openalex.org/I137616099","display_name":"Tshwane University of Technology","ror":"https://ror.org/037mrss42","country_code":"ZA","type":"education","lineage":["https://openalex.org/I137616099"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Etienne van Wyk","raw_affiliation_strings":["Tshwane University of Technology, Pretoria, South Africa"],"affiliations":[{"raw_affiliation_string":"Tshwane University of Technology, Pretoria, South Africa","institution_ids":["https://openalex.org/I137616099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013120230","display_name":"M.R. De Villiers","orcid":"https://orcid.org/0000-0002-9849-6723"},"institutions":[{"id":"https://openalex.org/I165390105","display_name":"University of South Africa","ror":"https://ror.org/048cwvf49","country_code":"ZA","type":"education","lineage":["https://openalex.org/I165390105"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"M. R. (Ruth) de Villiers","raw_affiliation_strings":["University of South Africa, Pretoria, South Africa"],"affiliations":[{"raw_affiliation_string":"University of South Africa, Pretoria, South Africa","institution_ids":["https://openalex.org/I165390105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013760708"],"corresponding_institution_ids":["https://openalex.org/I137616099"],"apc_list":null,"apc_paid":null,"fwci":4.2742,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.94576682,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"70","last_page":"81"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11299","display_name":"Problem and Project Based Learning","score":0.9825000166893005,"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"}},"topics":[{"id":"https://openalex.org/T11299","display_name":"Problem and Project Based Learning","score":0.9825000166893005,"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"}},{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9623000025749207,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11466","display_name":"Innovative Education and Learning Practices","score":0.9562000036239624,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"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/virtual-reality","display_name":"Virtual reality","score":0.6924921274185181},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6586499214172363},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6444836258888245},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.638432502746582},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5713896751403809},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.5443775653839111},{"id":"https://openalex.org/keywords/design-based-research","display_name":"Design-based research","score":0.5441447496414185},{"id":"https://openalex.org/keywords/iterative-design","display_name":"Iterative design","score":0.46298494935035706},{"id":"https://openalex.org/keywords/iterative-and-incremental-development","display_name":"Iterative and incremental development","score":0.45075058937072754},{"id":"https://openalex.org/keywords/engineering-design-process","display_name":"Engineering design process","score":0.44473081827163696},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4049122929573059},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3777773678302765},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.2971310615539551},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.27735084295272827},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21708247065544128},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.13982847332954407},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.10722681879997253}],"concepts":[{"id":"https://openalex.org/C194969405","wikidata":"https://www.wikidata.org/wiki/Q170519","display_name":"Virtual reality","level":2,"score":0.6924921274185181},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6586499214172363},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6444836258888245},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.638432502746582},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5713896751403809},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.5443775653839111},{"id":"https://openalex.org/C2778494344","wikidata":"https://www.wikidata.org/wiki/Q5264236","display_name":"Design-based research","level":2,"score":0.5441447496414185},{"id":"https://openalex.org/C106246047","wikidata":"https://www.wikidata.org/wiki/Q4928435","display_name":"Iterative design","level":3,"score":0.46298494935035706},{"id":"https://openalex.org/C143587482","wikidata":"https://www.wikidata.org/wiki/Q1543216","display_name":"Iterative and incremental development","level":2,"score":0.45075058937072754},{"id":"https://openalex.org/C34972735","wikidata":"https://www.wikidata.org/wiki/Q2920267","display_name":"Engineering design process","level":2,"score":0.44473081827163696},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4049122929573059},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3777773678302765},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.2971310615539551},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.27735084295272827},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21708247065544128},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.13982847332954407},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.10722681879997253},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2664591.2664627","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2664591.2664627","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Southern African Institute for Computer Scientist and Information Technologists Annual Conference 2014 on SAICSIT 2014 Empowered by Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W170194078","https://openalex.org/W178007297","https://openalex.org/W567540494","https://openalex.org/W1276866904","https://openalex.org/W1484460048","https://openalex.org/W1527761977","https://openalex.org/W1538000795","https://openalex.org/W1545698563","https://openalex.org/W1560012333","https://openalex.org/W1575772882","https://openalex.org/W1670942626","https://openalex.org/W1981141763","https://openalex.org/W1985919181","https://openalex.org/W1995601249","https://openalex.org/W2027890252","https://openalex.org/W2049026378","https://openalex.org/W2069322390","https://openalex.org/W2077111155","https://openalex.org/W2077763589","https://openalex.org/W2091579301","https://openalex.org/W2101163940","https://openalex.org/W2104279103","https://openalex.org/W2107114649","https://openalex.org/W2114240554","https://openalex.org/W2115297391","https://openalex.org/W2130744162","https://openalex.org/W2135503425","https://openalex.org/W2135589234","https://openalex.org/W2136451344","https://openalex.org/W2144091769","https://openalex.org/W2151461605","https://openalex.org/W2162951660","https://openalex.org/W2165090314","https://openalex.org/W2523976697","https://openalex.org/W2559522178","https://openalex.org/W2736900710","https://openalex.org/W2737550160","https://openalex.org/W3010250731","https://openalex.org/W3151685851","https://openalex.org/W4237377504","https://openalex.org/W4241298877","https://openalex.org/W4247545751"],"related_works":["https://openalex.org/W2376244192","https://openalex.org/W3157985708","https://openalex.org/W2137409571","https://openalex.org/W2059123055","https://openalex.org/W2101845639","https://openalex.org/W4366964216","https://openalex.org/W4237756264","https://openalex.org/W2473880552","https://openalex.org/W122896861","https://openalex.org/W4318603215"],"abstract_inverted_index":{"Design":[0],"research":[1,5,13,26,39],"is":[2,14],"a":[3,8,34,47,95,103,117],"maturing":[4],"paradigm":[6],"in":[7,55,82,107,122],"number":[9],"of":[10,19,37,41,58,77,89,110,125],"disciplines.":[11],"Design-based":[12],"the":[15,42,56,67,78,86,90,108,123],"educational":[16],"technology":[17],"form":[18,109,124],"design":[20],"research.":[21],"This":[22],"paper":[23],"explains":[24],"design-based":[25],"(DBR)":[27],"and":[28,31,60,74,84,116],"its":[29],"features":[30],"principles.":[32],"After":[33],"brief":[35],"overview":[36],"other":[38],"designs":[40],"design-and-development":[43],"genre,":[44],"we":[45],"present":[46],"new":[48],"synthesised":[49],"DBR":[50],"model,":[51],"which":[52,92],"was":[53],"applied":[54],"context":[57],"developing":[59],"evaluating":[61],"virtual":[62,112],"reality":[63,113],"safety":[64],"training":[65,114],"for":[66],"South":[68],"African":[69],"mining":[70],"industry.":[71],"The":[72],"cycles":[73],"iterative":[75],"steps":[76],"model":[79],"functioned":[80],"effectively":[81],"supporting":[83],"representing":[85],"process":[87],"flow":[88],"research,":[91],"moved":[93],"from":[94],"complex":[96],"real-world":[97,105],"problem":[98],"to":[99,119],"dual":[100],"outcomes,":[101],"namely":[102],"practical":[104],"solution":[106],"two":[111],"systems":[115],"contribution":[118],"documented":[120],"theory":[121],"an":[126],"evaluation":[127],"framework.":[128]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}