Trends, Regional Concentration, and Complaint Composition in India’s E-Commerce Sector: Evidence from National Consumer Helpline Data

Abstract

Background: The rapid expansion of e-commerce in India has transformed consumer markets while simultaneously intensifying concerns around consumer protection, grievance redressal, and platform accountability. Despite growing scholarly interest in online complaint behavior and digital governance, large-scale empirical analyses of administrative grievance data remain scarce in the Indian context. Methods: This paper presents a descriptive analysis of e-commerce consumer complaints registered with the National Consumer Helpline (NCH), Government of India. Three independently analyzed datasets are used, each addressing a distinct analytical dimension: annual complaint volumes from 2013-14 to 2017-18 to examine temporal growth trends; state-wise grievance data from April 2019 to November 2021 to assess regional concentration patterns; and category-wise complaint data for 2024 to examine the structural composition of grievances. Given the non-overlapping nature of these datasets, findings are presented as separate descriptive snapshots rather than as a unified longitudinal analysis. Results: Complaint volumes grew from 5,204 in 2013-14 to 78,088 in 2017-18 within the observed period, reflecting the early-phase expansion of digital commerce and rising consumer awareness of grievance mechanisms. Regionally, Maharashtra and Uttar Pradesh together accounted for approximately one-fourth of total complaints during 2019-2021, with the top five states contributing close to half of all recorded grievances, though these figures reflect absolute volumes unadjusted for population or internet penetration. Analysis of 2024 category data reveals that the five leading complaint types — service deficiency, wrong product delivery, defective product delivery, unpaid refunds, and non-delivery — collectively account for 68.41% of total grievances, indicating structural concentration around recurring operational failures. Conclusions: Consumer complaints in India's e-commerce sector reflect persistent operational and governance challenges in logistics, refund processing, and after-sales service. Targeted policy interventions are needed to strengthen platform accountability, standardize refund practices, and expand equitable access to grievance redressal mechanisms across digitally underrepresented regions.