Team for Speed: Nonparametric Evidence on Heterogeneous Skill-Specific Affinity in Team Production

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Hauptverfasser: Nishihata, Masaya, Otani, Suguru
Format: Preprint
Veröffentlicht: 2025
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author Nishihata, Masaya
Otani, Suguru
author_facet Nishihata, Masaya
Otani, Suguru
contents We examine whether team affinity differs across skill dimensions in team production. Using a novel nonparametric framework that accommodates task-level structure, role asymmetry, and latent affinity, we decompose team performance into skill-specific productivity and unobserved match affinity. As an illustrative application, we analyze elite women's bobsleigh data, where performance can be separated into start and riding phases with distinct individual skill inputs. The estimates reveal heterogeneous, task-specific affinities: coordination and complementarity are stronger in the start phase but weaker and more dispersed during riding, underscoring skill-specific heterogeneity in unobserved team affinity.
format Preprint
id arxiv_https___arxiv_org_abs_2512_21460
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Team for Speed: Nonparametric Evidence on Heterogeneous Skill-Specific Affinity in Team Production
Nishihata, Masaya
Otani, Suguru
General Economics
Economics
We examine whether team affinity differs across skill dimensions in team production. Using a novel nonparametric framework that accommodates task-level structure, role asymmetry, and latent affinity, we decompose team performance into skill-specific productivity and unobserved match affinity. As an illustrative application, we analyze elite women's bobsleigh data, where performance can be separated into start and riding phases with distinct individual skill inputs. The estimates reveal heterogeneous, task-specific affinities: coordination and complementarity are stronger in the start phase but weaker and more dispersed during riding, underscoring skill-specific heterogeneity in unobserved team affinity.
title Team for Speed: Nonparametric Evidence on Heterogeneous Skill-Specific Affinity in Team Production
topic General Economics
Economics
url https://arxiv.org/abs/2512.21460