The Matthew effect and Pareto Distribution in Startup Funding

Most early-stage startups have a hard time getting funding from investors. This also means that bright ideas coming from early-stage startups may fail to see the light of day and die even before they make a real impact on society. Careful consideration of literature has pointed totwo factors for the low investment in early startups; the Matthew effect and the Pareto Distribution. This paper highlights how these two effects negatively impact the fundingopportunities for early-stage startups by reviewing literature that highlights how investors choose to invest in different types of startups over others. The literature has highlighted that startups with longer business traction and more connections tend to be funded the most.In contrast, those with little business traction and minimum connections get funded the least, hence indicating the Matthew Effect. Also, literature has highlighted that investors are clustering their investments to realize maximum gains from the niche areas they choose to invest in, indicating the Pareto Distribution, or 80/20 rule. Implications from this are important for early-stage startups that wish to find leverage to maximize their chances of getting funded while in their early stages.

Authors

Publication Details

Journal
Infopolis
Published
2025-03-24
DOI
https://doi.org/10.63213/46n3eg46
Primary Topic
Private Equity and Venture Capital
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Matthew effect and Pareto Distribution in Startup Funding

Athanasios Davalas
Infopolis
Private Equity and Venture Capital
article

The Matthew effect and Pareto Distribution in Startup Funding

Athanasios Davalas
article en

Abstract

Most early-stage startups have a hard time getting funding from investors. This also means that bright ideas coming from early-stage startups may fail to see the light of day and die even before they make a real impact on society. Careful consideration of literature has pointed totwo factors for the low investment in early startups; the Matthew effect and the Pareto Distribution. This paper highlights how these two effects negatively impact the fundingopportunities for early-stage startups by reviewing literature that highlights how investors choose to invest in different types of startups over others. The literature has highlighted that startups with longer business traction and more connections tend to be funded the most.In contrast, those with little business traction and minimum connections get funded the least, hence indicating the Matthew Effect. Also, literature has highlighted that investors are clustering their investments to realize maximum gains from the niche areas they choose to invest in, indicating the Pareto Distribution, or 80/20 rule. Implications from this are important for early-stage startups that wish to find leverage to maximize their chances of getting funded while in their early stages.

InfopolisVol. 1(1)
Openalex Percentile: Top 81%
Private Equity and Venture Capital
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.