Data
Explore our curated collection of articles about Data. Stay informed with the latest stories, expert analysis, and in-depth coverage from Nxcar Content Hub, India's premier automotive content platform.
14 articles
Vehicle End-of-Life Management: Informal Recycling Sector Analysis
Automotive research and analysis: Abstract: India's vehicle scrappage policy envisions formal recycling centers, but the informal sector currently processes most end-of-life vehicles. This study examines informal r...
Longitudinal Study of Vehicle Maintenance Patterns and Reliability
Automotive research and analysis: Abstract: This 10-year longitudinal study tracks maintenance patterns and reliability outcomes for 25,000 vehicles, examining relationships between maintenance adherence and compon...
The Role of Two-Wheelers in Urban Mobility: Time-Motion Analysis
Automotive research and analysis: Abstract: Two-wheelers dominate Indian urban transport numerically but are understudied relative to cars. This time-motion study analyzes two-wheeler mobility patterns, comparing j...
Impact of Work-From-Home on Vehicle Utilization Patterns
Automotive research and analysis: Abstract: This study analyzes changes in vehicle utilization patterns following the work-from-home (WFH) normalization post-2020. Using telematics data from 75,000 vehicles across ...
Supply Chain Resilience in Indian Automobile Manufacturing
Automotive research and analysis: Abstract: The COVID-19 pandemic and subsequent semiconductor shortage exposed fragilities in automotive supply chains. This study analyzes supply chain vulnerabilities in Indian au...
Economic Impact of Road Congestion: A Multi-City Analysis
Automotive research and analysis: Abstract: This study quantifies the economic costs of traffic congestion across eight major Indian cities using multiple methodologies. Aggregate annual costs exceed Rs 1.5 lakh cr...
Carbon Footprint of Vehicle Manufacturing: Life Cycle Comparison
Automotive research and analysis: Abstract: This life cycle assessment compares the carbon footprint of manufacturing petrol vehicles, diesel vehicles, hybrid vehicles, and battery electric vehicles in Indian produ...
Crash Avoidance Technology Effectiveness: Indian Road Conditions Study
Automotive research and analysis: Abstract: This study evaluates the real-world effectiveness of advanced driver assistance systems (ADAS) including automatic emergency braking (AEB), lane departure warning (LDW), ...
Comparative Analysis of Vehicle Depreciation Curves Across Segments
Automotive research and analysis: Abstract: This study develops empirical depreciation models for Indian automobile segments using transaction data from organized used car platforms. Results reveal significant segm...
Urban Mobility Patterns Post-Pandemic: A GPS Analysis
Automotive research and analysis: Abstract: This study analyzes anonymized GPS data from 50,000 vehicles in Mumbai over 24 months to identify mobility pattern changes following the COVID-19 pandemic. Results indica...
Traffic Flow Optimization Using AI-Controlled Signal Systems: Field Trial Results
Automotive research and analysis: Abstract: This paper reports results from India's first large-scale field trial of AI-controlled traffic signal systems, conducted across 47 intersections in Hyderabad over 18 mont...
Impact of Ride-Sharing on Private Vehicle Ownership: Evidence from Indian Metro Cities
Automotive research and analysis: Abstract: Ride-sharing services like Uber and Ola have achieved significant penetration in Indian metros. This study examines whether ride-sharing substitutes or complements privat...
Consumer Behavioral Shifts Post-2020 in Luxury Automotive Segments: A Longitudinal Study
Automotive research and analysis: Abstract: This longitudinal study examines evolving consumer preferences in the Indian luxury automobile segment following the COVID-19 pandemic. Analysis of purchase data and surv...
Lifecycle Analysis of Lithium-Ion Battery Recycling: Environmental and Economic Assessment
Automotive research and analysis: Abstract: As electric vehicle adoption accelerates, the environmental and economic implications of battery end-of-life management become critical. This study conducts a comprehensi...