Toward a Differentiated Model of Athlete Performance Development (DMAPD): Preliminary version and testing based on a German sample representing six sports.

When is the right time to start competing? Should young athletes sample multiple sports or specialize early? Despite ongoing debate, the literature lacks efforts to build and test parsimonious models that synthesize existing knowledge, test traditional hypotheses, and explore new ones. This study addresses this gap by introducing and testing a preliminary Differentiated Model of Athlete Performance Development (DMAPD), which proposes five hypotheses linking early childhood versatility, type of sports, age at competition start, sports sampling, and competition performance achieved up to the beginning of the master athletic career stage. We analysed data from 943 German male youth athletes (t1: MAge = 8.03 years, SD = 0.59) across six sports (soccer, tennis, table tennis, cross-country skiing, long-distance running, road cycling), categorized into three sport types: invasion games, net games, and endurance sports, until the beginning of the mastery athletic career stage (Mfinal age = 20.06 years, SD = 0.69). Structural equation modeling, specifically moderated mediation analysis, was employed to test the DMAPD. Our findings indicate that for invasion and net games, early versatility predicts an earlier start in competitions, which is associated with higher later competition performance; no significant link was found between sport sampling and later performance. Conversely, in endurance sports, early versatility did not predict age at competition start, sports sampling, or later performance. Instead, later competition performance was solely predicted by the extent of sport sampling. These findings encourage further consideration of DMAPD hypotheses and align with recent calls for more differentiated, group-specific and model-based considerations in talent development research.

Institutions

Publication Details

Journal
Open Access CRIS of the University of Bern
Published
2025-05-26
DOI
https://doi.org/10.48620/89687
Primary Topic
SARS-CoV-2 detection and testing
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Toward a Differentiated Model of Athlete Performance Development (DMAPD): Preliminary version and testing based on a German sample representing six sports.

Open Access CRIS of the University of Bern
SARS-CoV-2 detection and testing
article

Toward a Differentiated Model of Athlete Performance Development (DMAPD): Preliminary version and testing based on a German sample representing six sports.

article en

Abstract

When is the right time to start competing? Should young athletes sample multiple sports or specialize early? Despite ongoing debate, the literature lacks efforts to build and test parsimonious models that synthesize existing knowledge, test traditional hypotheses, and explore new ones. This study addresses this gap by introducing and testing a preliminary Differentiated Model of Athlete Performance Development (DMAPD), which proposes five hypotheses linking early childhood versatility, type of sports, age at competition start, sports sampling, and competition performance achieved up to the beginning of the master athletic career stage. We analysed data from 943 German male youth athletes (t1: MAge = 8.03 years, SD = 0.59) across six sports (soccer, tennis, table tennis, cross-country skiing, long-distance running, road cycling), categorized into three sport types: invasion games, net games, and endurance sports, until the beginning of the mastery athletic career stage (Mfinal age = 20.06 years, SD = 0.69). Structural equation modeling, specifically moderated mediation analysis, was employed to test the DMAPD. Our findings indicate that for invasion and net games, early versatility predicts an earlier start in competitions, which is associated with higher later competition performance; no significant link was found between sport sampling and later performance. Conversely, in endurance sports, early versatility did not predict age at competition start, sports sampling, or later performance. Instead, later competition performance was solely predicted by the extent of sport sampling. These findings encourage further consideration of DMAPD hypotheses and align with recent calls for more differentiated, group-specific and model-based considerations in talent development research.

Open Access CRIS of the University of Bern
English Institute of Sport (GB)
Openalex Percentile: Top 48%
SARS-CoV-2 detection and testing
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.