Get quick answers to your questions about the article from our AI researcher chatbot
{'id': 'https://openalex.org/W4290098936', 'doi': 'https://doi.org/10.1016/j.jocm.2022.100374', 'title': 'The value of consideration data in a discrete choice experiment', 'display_name': 'The value of consideration data in a discrete choice experiment', 'publication_year': 2022, 'publication_date': '2022-08-05', 'ids': {'openalex': 'https://openalex.org/W4290098936', 'doi': 'https://doi.org/10.1016/j.jocm.2022.100374'}, 'language': 'en', 'primary_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.1016/j.jocm.2022.100374', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S2764690196', 'display_name': 'Journal of Choice Modelling', 'issn_l': '1755-5345', 'issn': ['1755-5345'], 'is_oa': False, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310320990', 'host_organization_name': 'Elsevier BV', 'host_organization_lineage': ['https://openalex.org/P4310320990'], 'host_organization_lineage_names': ['Elsevier BV'], 'type': 'journal'}, 'license': 'cc-by-nc-nd', 'license_id': 'https://openalex.org/licenses/cc-by-nc-nd', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'type': 'article', 'type_crossref': 'journal-article', 'indexed_in': ['crossref'], 'open_access': {'is_oa': True, 'oa_status': 'hybrid', 'oa_url': 'https://doi.org/10.1016/j.jocm.2022.100374', 'any_repository_has_fulltext': True}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5003969649', 'display_name': 'Samson Yaekob Assele', 'orcid': 'https://orcid.org/0000-0001-5148-1885'}, 'institutions': [{'id': 'https://openalex.org/I99464096', 'display_name': 'KU Leuven', 'ror': 'https://ror.org/05f950310', 'country_code': 'BE', 'type': 'education', 'lineage': ['https://openalex.org/I99464096']}], 'countries': ['BE'], 'is_corresponding': True, 'raw_author_name': 'Samson Yaekob Assele', 'raw_affiliation_strings': ['Faculty of Economics and Business, KU Leuven, Naamsestraat 69, 3000 Leuven, Belgium'], 'affiliations': [{'raw_affiliation_string': 'Faculty of Economics and Business, KU Leuven, Naamsestraat 69, 3000 Leuven, Belgium', 'institution_ids': ['https://openalex.org/I99464096']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5023476305', 'display_name': 'Michel Meulders', 'orcid': 'https://orcid.org/0000-0001-7042-6849'}, 'institutions': [{'id': 'https://openalex.org/I99464096', 'display_name': 'KU Leuven', 'ror': 'https://ror.org/05f950310', 'country_code': 'BE', 'type': 'education', 'lineage': ['https://openalex.org/I99464096']}], 'countries': ['BE'], 'is_corresponding': False, 'raw_author_name': 'Michel Meulders', 'raw_affiliation_strings': ['Faculty of Economics and Business, KU Leuven, Warmoesberg 26, 1000 Brussels, Belgium'], 'affiliations': [{'raw_affiliation_string': 'Faculty of Economics and Business, KU Leuven, Warmoesberg 26, 1000 Brussels, Belgium', 'institution_ids': ['https://openalex.org/I99464096']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5047537047', 'display_name': 'Martina Vandebroek', 'orcid': 'https://orcid.org/0000-0002-0317-1986'}, 'institutions': [{'id': 'https://openalex.org/I99464096', 'display_name': 'KU Leuven', 'ror': 'https://ror.org/05f950310', 'country_code': 'BE', 'type': 'education', 'lineage': ['https://openalex.org/I99464096']}, {'id': 'https://openalex.org/I2802330208', 'display_name': 'Statistics Belgium', 'ror': 'https://ror.org/0246a9012', 'country_code': 'BE', 'type': 'government', 'lineage': ['https://openalex.org/I2802330208', 'https://openalex.org/I4210095879']}], 'countries': ['BE'], 'is_corresponding': False, 'raw_author_name': 'Martina Vandebroek', 'raw_affiliation_strings': ['Faculty of Economics and Business, KU Leuven, Naamsestraat 69, 3000 Leuven, Belgium', 'Leuven Statistics Research Center, KU Leuven, Celestijnenlaan 200B, 3000 Leuven, Belgium'], 'affiliations': [{'raw_affiliation_string': 'Faculty of Economics and Business, KU Leuven, Naamsestraat 69, 3000 Leuven, Belgium', 'institution_ids': ['https://openalex.org/I99464096']}, {'raw_affiliation_string': 'Leuven Statistics Research Center, KU Leuven, Celestijnenlaan 200B, 3000 Leuven, Belgium', 'institution_ids': ['https://openalex.org/I2802330208', 'https://openalex.org/I99464096']}]}], 'institution_assertions': [], 'countries_distinct_count': 1, 'institutions_distinct_count': 2, 'corresponding_author_ids': ['https://openalex.org/A5003969649'], 'corresponding_institution_ids': ['https://openalex.org/I99464096'], 'apc_list': {'value': 3200, 'currency': 'USD', 'value_usd': 3200, 'provenance': 'doaj'}, 'apc_paid': {'value': 3200, 'currency': 'USD', 'value_usd': 3200, 'provenance': 'doaj'}, 'fwci': 0.422, 'has_fulltext': True, 'fulltext_origin': 'pdf', 'cited_by_count': 2, 'citation_normalized_percentile': {'value': 0.798659, 'is_in_top_1_percent': False, 'is_in_top_10_percent': False}, 'cited_by_percentile_year': {'min': 70, 'max': 76}, 'biblio': {'volume': '45', 'issue': None, 'first_page': '100374', 'last_page': '100374'}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10841', 'display_name': 'Economic and Environmental Valuation', 'score': 0.9996, 'subfield': {'id': 'https://openalex.org/subfields/2002', 'display_name': 'Economics and Econometrics'}, 'field': {'id': 'https://openalex.org/fields/20', 'display_name': 'Economics, Econometrics and Finance'}, 'domain': {'id': 'https://openalex.org/domains/2', 'display_name': 'Social Sciences'}}, 'topics': [{'id': 'https://openalex.org/T10841', 'display_name': 'Economic and Environmental Valuation', 'score': 0.9996, 'subfield': {'id': 'https://openalex.org/subfields/2002', 'display_name': 'Economics and Econometrics'}, 'field': {'id': 'https://openalex.org/fields/20', 'display_name': 'Economics, Econometrics and Finance'}, 'domain': {'id': 'https://openalex.org/domains/2', 'display_name': 'Social Sciences'}}, {'id': 'https://openalex.org/T11161', 'display_name': 'Consumer Market Behavior and Pricing', 'score': 0.9902, 'subfield': {'id': 'https://openalex.org/subfields/1406', 'display_name': 'Marketing'}, '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/T10698', 'display_name': 'Transportation Planning and Optimization', 'score': 0.9495, 'subfield': {'id': 'https://openalex.org/subfields/3313', 'display_name': 'Transportation'}, '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/choice-set', 'display_name': 'Choice set', 'score': 0.81039727}, {'id': 'https://openalex.org/keywords/mixed-logit', 'display_name': 'Mixed logit', 'score': 0.75157535}, {'id': 'https://openalex.org/keywords/discrete-choice', 'display_name': 'Discrete choice', 'score': 0.7446913}, {'id': 'https://openalex.org/keywords/choice-modelling', 'display_name': 'Choice modelling', 'score': 0.58603776}, {'id': 'https://openalex.org/keywords/data-set', 'display_name': 'Data set', 'score': 0.52131265}, {'id': 'https://openalex.org/keywords/revealed-preference', 'display_name': 'Revealed preference', 'score': 0.50781876}], 'concepts': [{'id': 'https://openalex.org/C163839840', 'wikidata': 'https://www.wikidata.org/wiki/Q5104043', 'display_name': 'Choice set', 'level': 2, 'score': 0.81039727}, {'id': 'https://openalex.org/C95057490', 'wikidata': 'https://www.wikidata.org/wiki/Q6883984', 'display_name': 'Mixed logit', 'level': 3, 'score': 0.75157535}, {'id': 'https://openalex.org/C190669063', 'wikidata': 'https://www.wikidata.org/wiki/Q5282043', 'display_name': 'Discrete choice', 'level': 2, 'score': 0.7446913}, {'id': 'https://openalex.org/C149782125', 'wikidata': 'https://www.wikidata.org/wiki/Q160039', 'display_name': 'Econometrics', 'level': 1, 'score': 0.59670603}, {'id': 'https://openalex.org/C2779223135', 'wikidata': 'https://www.wikidata.org/wiki/Q5104035', 'display_name': 'Choice modelling', 'level': 2, 'score': 0.58603776}, {'id': 'https://openalex.org/C2781249084', 'wikidata': 'https://www.wikidata.org/wiki/Q908656', 'display_name': 'Preference', 'level': 2, 'score': 0.5813377}, {'id': 'https://openalex.org/C177264268', 'wikidata': 'https://www.wikidata.org/wiki/Q1514741', 'display_name': 'Set (abstract data type)', 'level': 2, 'score': 0.5485467}, {'id': 'https://openalex.org/C58489278', 'wikidata': 'https://www.wikidata.org/wiki/Q1172284', 'display_name': 'Data set', 'level': 2, 'score': 0.52131265}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.5162282}, {'id': 'https://openalex.org/C2908647359', 'wikidata': 'https://www.wikidata.org/wiki/Q2625603', 'display_name': 'Population', 'level': 2, 'score': 0.5085}, {'id': 'https://openalex.org/C2779110102', 'wikidata': 'https://www.wikidata.org/wiki/Q1323737', 'display_name': 'Revealed preference', 'level': 2, 'score': 0.50781876}, {'id': 'https://openalex.org/C140331021', 'wikidata': 'https://www.wikidata.org/wiki/Q1868104', 'display_name': 'Logit', 'level': 2, 'score': 0.4807677}, {'id': 'https://openalex.org/C98045186', 'wikidata': 'https://www.wikidata.org/wiki/Q205663', 'display_name': 'Process (computing)', 'level': 2, 'score': 0.4245399}, {'id': 'https://openalex.org/C151956035', 'wikidata': 'https://www.wikidata.org/wiki/Q1132755', 'display_name': 'Logistic regression', 'level': 2, 'score': 0.42032236}, {'id': 'https://openalex.org/C105795698', 'wikidata': 'https://www.wikidata.org/wiki/Q12483', 'display_name': 'Statistics', 'level': 1, 'score': 0.27693263}, {'id': 'https://openalex.org/C33923547', 'wikidata': 'https://www.wikidata.org/wiki/Q395', 'display_name': 'Mathematics', 'level': 0, 'score': 0.20136473}, {'id': 'https://openalex.org/C119857082', 'wikidata': 'https://www.wikidata.org/wiki/Q2539', 'display_name': 'Machine learning', 'level': 1, 'score': 0.14864263}, {'id': 'https://openalex.org/C154945302', 'wikidata': 'https://www.wikidata.org/wiki/Q11660', 'display_name': 'Artificial intelligence', 'level': 1, 'score': 0.14078358}, {'id': 'https://openalex.org/C149923435', 'wikidata': 'https://www.wikidata.org/wiki/Q37732', 'display_name': 'Demography', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C144024400', 'wikidata': 'https://www.wikidata.org/wiki/Q21201', 'display_name': 'Sociology', 'level': 0, 'score': 0.0}, {'id': 'https://openalex.org/C199360897', 'wikidata': 'https://www.wikidata.org/wiki/Q9143', 'display_name': 'Programming language', '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}], 'mesh': [], 'locations_count': 2, 'locations': [{'is_oa': True, 'landing_page_url': 'https://doi.org/10.1016/j.jocm.2022.100374', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S2764690196', 'display_name': 'Journal of Choice Modelling', 'issn_l': '1755-5345', 'issn': ['1755-5345'], 'is_oa': False, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310320990', 'host_organization_name': 'Elsevier BV', 'host_organization_lineage': ['https://openalex.org/P4310320990'], 'host_organization_lineage_names': ['Elsevier BV'], 'type': 'journal'}, 'license': 'cc-by-nc-nd', 'license_id': 'https://openalex.org/licenses/cc-by-nc-nd', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, {'is_oa': True, 'landing_page_url': 'https://lirias.kuleuven.be/handle/20.500.12942/700956', 'pdf_url': 'https://lirias.kuleuven.be/bitstream/20.500.12942/700956/2/1-s2.0-S1755534522000318-main.pdf', 'source': {'id': 'https://openalex.org/S4306401954', 'display_name': 'Lirias (KU Leuven)', 'issn_l': None, 'issn': None, 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/I99464096', 'host_organization_name': 'KU Leuven', 'host_organization_lineage': ['https://openalex.org/I99464096'], 'host_organization_lineage_names': ['KU Leuven'], 'type': 'repository'}, 'license': 'cc-by-nc-nd', 'license_id': 'https://openalex.org/licenses/cc-by-nc-nd', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}], 'best_oa_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.1016/j.jocm.2022.100374', 'pdf_url': None, 'source': {'id': 'https://openalex.org/S2764690196', 'display_name': 'Journal of Choice Modelling', 'issn_l': '1755-5345', 'issn': ['1755-5345'], 'is_oa': False, 'is_in_doaj': False, 'is_core': True, 'host_organization': 'https://openalex.org/P4310320990', 'host_organization_name': 'Elsevier BV', 'host_organization_lineage': ['https://openalex.org/P4310320990'], 'host_organization_lineage_names': ['Elsevier BV'], 'type': 'journal'}, 'license': 'cc-by-nc-nd', 'license_id': 'https://openalex.org/licenses/cc-by-nc-nd', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'sustainable_development_goals': [{'score': 0.41, 'id': 'https://metadata.un.org/sdg/10', 'display_name': 'Reduced inequalities'}], 'grants': [{'funder': 'https://openalex.org/F4320321730', 'funder_display_name': 'Fonds Wetenschappelijk Onderzoek', 'award_id': None}, {'funder': 'https://openalex.org/F4320322308', 'funder_display_name': 'KU Leuven', 'award_id': None}], 'datasets': [], 'versions': [], 'referenced_works_count': 20, 'referenced_works': ['https://openalex.org/W1963633085', 'https://openalex.org/W1970184673', 'https://openalex.org/W1988540086', 'https://openalex.org/W2006635751', 'https://openalex.org/W2027876401', 'https://openalex.org/W2051508741', 'https://openalex.org/W2056506578', 'https://openalex.org/W2102476059', 'https://openalex.org/W2118745427', 'https://openalex.org/W2123584613', 'https://openalex.org/W2137389873', 'https://openalex.org/W2147310336', 'https://openalex.org/W2167317197', 'https://openalex.org/W2655524689', 'https://openalex.org/W2777580222', 'https://openalex.org/W2923933870', 'https://openalex.org/W2948220358', 'https://openalex.org/W2969231231', 'https://openalex.org/W3122059187', 'https://openalex.org/W3123489577'], 'related_works': ['https://openalex.org/W4290098936', 'https://openalex.org/W3121225806', 'https://openalex.org/W2560027845', 'https://openalex.org/W2285483346', 'https://openalex.org/W2180844169', 'https://openalex.org/W2148518760', 'https://openalex.org/W2091503381', 'https://openalex.org/W2015422544', 'https://openalex.org/W1994479053', 'https://openalex.org/W1861424727'], 'abstract_inverted_index': {'In': [0, 173], 'stated': [1, 25, 97, 212], 'preference': [2, 129, 198, 222], 'surveys,': [3], 'data': [4, 30, 51, 64, 99, 214, 244], 'regarding': [5], 'the': [6, 14, 18, 24, 28, 34, 49, 61, 67, 83, 88, 96, 115, 118, 123, 126, 135, 151, 155, 159, 162, 170, 185, 188, 195, 202, 217, 220, 240], 'considered': [7], 'alternatives': [8, 55], 'is': [9, 21, 31, 146, 166, 177], 'sometimes': [10], 'collected': [11], 'prior': [12], 'to': [13, 94, 225], 'preferred': [15], 'alternative.': [16], 'When': [17], 'chosen': [19], 'alternative': [20], 'not': [22, 167], 'in': [23, 43, 81, 104, 114, 153, 184], 'consideration': [26, 29, 50, 77, 90, 98, 105, 116, 156, 186, 213, 228], 'set,': [27], 'inconsistent': [32, 68], 'with': [33, 134], 'choice': [35, 63, 84, 107, 119, 160, 189, 230, 235], 'data.': [36, 236], 'Several': [37], 'modeling': [38, 82], 'approaches': [39, 137], 'have': [40], 'been': [41], 'used': [42], 'such': [44], 'situations.': [45], 'Some': [46], 'researchers': [47], 'ignore': [48], 'and': [52, 65, 106, 109, 117, 158, 187], 'assume': [53], 'all': [54], 'are': [56], 'considered.': [57], 'Others': [58], 'only': [59, 233], 'use': [60, 74], 'consistent': [62], 'delete': [66], 'observations.': [69], 'The': [70, 140], 'most': [71], 'intricate': [72], 'methods': [73], 'a': [75, 147, 178, 226], 'latent': [76, 89, 227], 'set': [78, 91, 229], 'formation': [79, 92], 'approach': [80], 'process.': [85, 120], 'We': [86, 121], 'extend': [87], 'model': [93, 133, 165, 231], 'incorporate': [95], 'but': [100], 'allow': [101, 110], 'for': [102, 111, 247], 'inconsistencies': [103], 'data,': [108], 'individual-level': [112], 'heterogeneity': [113], 'compare': [122], 'recovery': [124, 218], 'of': [125, 131, 150, 182, 219], 'mean': [127, 196, 221], 'population': [128, 197], 'parameters': [130, 199, 223], 'our': [132], 'existing': [136], 'through': [138], 'simulation.': [139], 'results': [141], 'show': [142], 'that': [143, 210, 232], 'if': [144], 'there': [145, 176], 'similar': [148], 'effect': [149, 181], 'attributes': [152, 183], 'both': [154], 'phase': [157], 'phase,': [161, 190], 'mixed': [163, 203], 'logit': [164, 204], 'outperformed': [168], 'by': [169], 'two-stage': [171, 191], 'models.': [172], 'contrast,': [174], 'when': [175], 'sufficiently': [179], 'different': [180], 'models': [192, 241], 'can': [193, 208], 'recover': [194], 'better': [200], 'than': [201], 'model.': [205], 'Furthermore,': [206], 'we': [207, 238], 'conclude': [209], 'having': [211], 'barely': [215], 'improves': [216], 'compared': [224], 'uses': [234], 'Finally,': [237], 'illustrate': [239], 'using': [242], 'empirical': [243], 'about': [245], 'preferences': [246], 'mobile': [248], 'phones.': [249]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W4290098936', 'counts_by_year': [{'year': 2024, 'cited_by_count': 1}, {'year': 2023, 'cited_by_count': 1}], 'updated_date': '2025-01-07T05:04:59.157348', 'created_date': '2022-08-06'}