Research

Project(PJ)0. Entrepreneurs and evolution of resource mobilization

with Takayuki Suzuki, Fusako Adachi

Method: natural language processing (GPT4)

Keywords: Entrepreneurial ecosystem, Kyoto firms, resource, network

Data analysis

PJ0a. Challenges for entrepreneurs

with Jung Park, Esau Villatoro

Method: natural language processing (BERTopic)

Keywords: contextual entrepreneurship

Under review

Presented at R&D Management Conference (2024)

PJ0b. Inventor entrepreneurship

with Junya Kataoka, Kyle Higham

Method: Stata

Keywords: Inventor mobility, patent-inventor-establishment matched data

Data analysis

PJ1. Platform governance (dynamic governance) and firm performance

with Nobuyuki Inamizu

Method: agent-based simulation

Keywords: control strategy, UGC platform

1st R&R

Presented at AOM Annual Meeting (2022)

PJ1a. Platform governance (dual openness strategy) and firm performance

with Nobuyuki Inamizu

Method: agent-based simulation

Keywords: control strategy, UGC platform, creator economy

1st R&R

Presented at INFORMS Annual Meeting (2021)

PJ1b. Content generation, selection, moderation and platform firm performance

with Gwendolyn Lee

Method: conceptual

Keywords: fan economy, blockchain, demand heterogeneity

Lit review

PJ2. Optimal compensation scheme, overwork, and agents with limited environmental knowledge

with Toshihiko Nanba

Method: dynamic programming, reinforcement learning (Q-learning)

Keywords: salesforce compensation, overwork, bounded rationality

Preparing for submission

PJ2a. Compensation scheme and common shock

with Jieyi Duan, Toshihiko Nanba

Method: lab experiment

Keywords: piece-rate/tournament scheme

Data analysis

PJ3. Routine creation process and routine performance

with Nobuyuki Inamizu, Fumihiro Sakahira

Method: agent-based simulation

Keywords: multi-unit organization, replication, selective retention, evolving template

Preparing for submission

PJ3a. Multi-disciplinary teams (MDTs) and blockchain-embedded routine

Method: Conceptual

Keywords: information aggregation, routine rigidity and responsiveness, team fluidity, blockchain technology

Under review

PJ3b. Diversity and member satisfaction in TMT 

with Chen Liang

Method: agent-based simulation (NK landscape)

Keywords: TMT composition, demographic and cognitive diversity, voting

Model development

PJ4. Technological change and capability development of incumbent firms

with Ryuichi Kumata

Method: mathematical model

Keywords: resource allocation strategy, incomplete substition, parallel development

Preparing for submission