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Record W3106885443 · doi:10.5267/j.msl.2020.10.034

Empirical analysis of intellectual capital, potential absorptive capacity, realized absorptive capacity and cultural intelligence on innovation

2020· article· en· W3106885443 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

venuePublished in a venue whose home country is Canada.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueManagement Science Letters · 2020
Typearticle
Languageen
FieldBusiness, Management and Accounting
TopicFinancial Literacy and Behavior
Canadian institutionsnot available
Fundersnot available
KeywordsAbsorptive capacityIntellectual capitalBusinessTourismStructural equation modelingIndustrial organizationIndonesianSocial capitalCapital (architecture)MarketingKnowledge managementComputer sciencePolitical science

Abstract

fetched live from OpenAlex

The purpose of this research is to reveal the influence of intellectual capital, potential absorptive capacity, realized absorptive capacity, and cultural intelligence on innovation in the tourism sector in Batam City. Batam has geopolitical and geographic advantages, located in the Malacca Strait, adjacent to and directly facing Singapore and Malaysia. It has not been optimal in exploring the potential for innovation in the tourism sector. Thus, this sector does not yet have a significant contribution to economic development. The research was conducted on the management of companies that are members of the Association of the Indonesian Tours and Travel Agencies in Batam City, totaling 54 people. By using the analysis of Structural Equation Model (SEM) with SmartPLS version 3.0, the results show that 1) intellectual capital has no effect on innovation; 2) potential absorptive capacity has no effect on innovation; 3) Realized absorptive capacity has a significant positive effect on innovation, and 4) Cultural Intelligence has a significant positive effect on innovation. The results of this study will give some insight to company managers in the tourism sector for developing innovation to maintain business continuity.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.654
Threshold uncertainty score0.846

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.007
Science and technology studies0.0000.001
Scholarly communication0.0000.002
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.058
GPT teacher head0.278
Teacher spread0.220 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it