Digital Footprint and Firm Performance: Evidence from Organic and Paid Traffic

This study examines the influence of a firm’s digital footprint (organic and paid traffic) on its performance, assessing a sample of 151 Russian firms between 2017 and 2020. It shows a curvilinear association between a firm’s digital footprints (organic and paid) and its performance that varies across industries, moderated by the firm’s size and age. The study finds that organic and paid traffic have a diverse impact on firm performance. The impact of paid traffic is more complex and critical to understand. To gain full benefits from a digital footprint, firms need to innovate and utilize their resources strategically. The study findings are highly useful for other emerging markets that operate under a highly regulated, fragmented, and restricted environment.

Authors

Institutions

Publication Details

Journal
World
Published
2026-01-15
DOI
https://doi.org/10.3390/world7010011
Primary Topic
International Business and FDI
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Digital Footprint and Firm Performance: Evidence from Organic and Paid Traffic

Darko B. Vukovic, Vladislav Spitsin, Moinak Maiti, Lubov Spitsina et al.
World
International Business and FDI
article

Digital Footprint and Firm Performance: Evidence from Organic and Paid Traffic

Darko B. Vukovic, Vladislav Spitsin, Moinak Maiti, Lubov Spitsina, Ivan Lyzin
article en

Abstract

This study examines the influence of a firm’s digital footprint (organic and paid traffic) on its performance, assessing a sample of 151 Russian firms between 2017 and 2020. It shows a curvilinear association between a firm’s digital footprints (organic and paid) and its performance that varies across industries, moderated by the firm’s size and age. The study finds that organic and paid traffic have a diverse impact on firm performance. The impact of paid traffic is more complex and critical to understand. To gain full benefits from a digital footprint, firms need to innovate and utilize their resources strategically. The study findings are highly useful for other emerging markets that operate under a highly regulated, fragmented, and restricted environment.

WorldVol. 7(1)
Peoples' Friendship University of Russia (RU), University of the Witwatersrand (ZA), National Research Tomsk State University (RU), Tomsk Polytechnic University (RU), Academy of Engineering Sciences of Serbia (RS)
Industry, innovation and infrastructure
Openalex Percentile: Top 89%
International Business and FDI
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.

Digital Footprint and Firm Performance: Evidence from Organic and Paid Traffic — Darko B. Vukovic, Vladislav Spitsin, et al. · World (2026) | TGRS Research Map | TGRS