{"id":"https://openalex.org/W7225568451","doi":"https://doi.org/10.35542/osf.io/y3m28_v1","title":"Propagation-Inspired Methods for Community-Centered Testing of Learning Artifacts","display_name":"Propagation-Inspired Methods for Community-Centered Testing of Learning Artifacts","publication_year":2026,"publication_date":"2026-11-09","ids":{"openalex":"https://openalex.org/W7225568451","doi":"https://doi.org/10.35542/osf.io/y3m28_v1"},"language":"en","primary_location":{"id":"doi:10.35542/osf.io/y3m28_v1","doi":"https://doi.org/10.35542/osf.io/y3m28_v1","is_oa":true,"landing_page_url":"https://doi.org/10.35542/osf.io/y3m28_v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402530","display_name":"EdArXiv (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.35542/osf.io/y3m28_v1","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5161267489","display_name":"Brady Licht","orcid":"https://orcid.org/0009-0006-2219-6130","observed_orcids":["https://orcid.org/0009-0006-2219-6130"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Brady Licht","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0006-2219-6130","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5161267489"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"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/T14207","display_name":"Higher Education Practises and Engagement","score":0.18039999902248383,"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/T14207","display_name":"Higher Education Practises and Engagement","score":0.18039999902248383,"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/T14147","display_name":"Innovative Approaches in Technology and Social Development","score":0.1632000058889389,"subfield":{"id":"https://openalex.org/subfields/1405","display_name":"Management of Technology and Innovation"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12171","display_name":"Open Education and E-Learning","score":0.06949999928474426,"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/biomimetics","display_name":"biomimetics","score":0.8930000066757202},{"id":"https://openalex.org/keywords/community-centered-design","display_name":"community-centered design","score":0.7379999756813049},{"id":"https://openalex.org/keywords/universal-design-for-learning","display_name":"Universal Design for Learning","score":0.9049999713897705},{"id":"https://openalex.org/keywords/accessibility","display_name":"accessibility","score":0.5789999961853027},{"id":"https://openalex.org/keywords/higher-education","display_name":"higher education","score":0.6539999842643738},{"id":"https://openalex.org/keywords/employee-training","display_name":"employee training","score":0.9990000128746033},{"id":"https://openalex.org/keywords/community-capacity-building","display_name":"community capacity building","score":0.8209999799728394},{"id":"https://openalex.org/keywords/stakeholder-engagement","display_name":"stakeholder engagement","score":0.6600000262260437},{"id":"https://openalex.org/keywords/ethical-protocols","display_name":"ethical protocols","score":0.5189999938011169}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5756000280380249},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5041000247001648},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.48159998655319214},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.44200000166893005},{"id":"https://openalex.org/C2776889888","wikidata":"https://www.wikidata.org/wiki/Q1135789","display_name":"Unintended consequences","level":2,"score":0.4189000129699707},{"id":"https://openalex.org/C2779968149","wikidata":"https://www.wikidata.org/wiki/Q8034851","display_name":"Workforce development","level":3,"score":0.40700000524520874},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.304500013589859},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3018999993801117},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.290800005197525},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.28600001335144043},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2773999869823456},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.2761000096797943},{"id":"https://openalex.org/C2779622097","wikidata":"https://www.wikidata.org/wiki/Q1417724","display_name":"Capacity building","level":2,"score":0.2759000062942505},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.26739999651908875},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26600000262260437},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.25929999351501465},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.2547999918460846}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.35542/osf.io/y3m28_v1","doi":"https://doi.org/10.35542/osf.io/y3m28_v1","is_oa":true,"landing_page_url":"https://doi.org/10.35542/osf.io/y3m28_v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402530","display_name":"EdArXiv (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.35542/osf.io/y3m28_v1","doi":"https://doi.org/10.35542/osf.io/y3m28_v1","is_oa":true,"landing_page_url":"https://doi.org/10.35542/osf.io/y3m28_v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306402530","display_name":"EdArXiv (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.8278999924659729}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W622041124","https://openalex.org/W2159030372","https://openalex.org/W3006454099","https://openalex.org/W7051069643","https://openalex.org/W3004475610","https://openalex.org/W2578422486","https://openalex.org/W848965999","https://openalex.org/W579237472","https://openalex.org/W267895796","https://openalex.org/W3031331004"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"biomimicry-inspired":[3],"methodologies":[4],"for":[5,55],"testing":[6,25,78],"learning":[7,103],"artifacts":[8],"within":[9],"community":[10,45,84,95],"ecosystems":[11],"across":[12],"higher":[13],"education":[14],"and":[15,33,100,112],"workforce":[16],"training":[17],"contexts.":[18],"Drawing":[19],"from":[20],"ecological":[21],"propagation":[22],"principles,":[23],"multiple":[24],"approaches":[26,64],"such":[27],"as":[28,79],"wind":[29],"dispersal,":[30],"champion-carried,":[31],"flow-based,":[32],"runner":[34],"networks":[35],"iteratively":[36],"explore":[37],"design":[38],"concepts":[39],"with":[40,90,107],"diverse":[41],"stakeholders":[42],"while":[43],"building":[44],"capacity.":[46],"These":[47],"methods":[48],"address":[49],"critical":[50],"limitations":[51],"of":[52],"Universal":[53],"Design":[54],"Learning":[56],"in":[57],"community-specific":[58],"contexts,":[59],"revealing":[60],"how":[61],"standardized":[62],"accessibility":[63],"may":[65],"create":[66],"unintended":[67],"barriers":[68],"that":[69,93,116],"locally-controlled":[70],"adaptations":[71],"resolve":[72],"more":[73],"effectively.":[74],"The":[75],"framework":[76],"treats":[77],"a":[80,108],"way":[81],"to":[82,120],"build":[83],"capacity":[85],"rather":[86],"than":[87],"extract":[88],"feedback,":[89],"ethical":[91],"protocols":[92],"recognize":[94],"ownership,":[96],"ensure":[97],"inclusive":[98],"participation,":[99],"strengthen":[101],"existing":[102],"networks.":[104],"It":[105],"closes":[106],"method":[109],"selection":[110],"guide":[111],"an":[113],"innovation":[114],"registry":[115],"practitioners":[117],"can":[118],"put":[119],"use":[121],"right":[122],"away.":[123]},"counts_by_year":[],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2026-11-09T00:00:00"}