International Peer-Reviewed Journal•Open Access•ISSN 2456-8880
irejournals@gmail.com•+91-7433024337

Home / Current Issue / Paper 1715386

1715386 Vol 9 · Issue 9 Download Paper

Consumer Behavioral Factors Influencing Electric Vehicle Purchase Decisions: Evidence from Tirupati City

Dr. K. Tirumalaiah Dr. Jayakranth Rapoori L. V. H. Keerthi Nimmaraju

Subject area: Management and Commerce  ·  Area of research: Marketing

DOI: 10.64388/IREV9I9-1715386

Abstract

The global electric vehicle market is undergoing a change based on consumer behavior that is driven by various factors specific to different regions, such as environmental concerns, increasing fuel costs, and supportive policies from governments. This study empirically investigated the influence of consumer behavior in the context of EV purchase decision-making using behavioral variables such as environmental awareness, perceived economic benefits, perceived social influence, brand perception, charging infrastructure, and government incentives in Tirupati City. A structured questionnaire was administered to 312 urban consumers in Tirupati City, and the data were analyzed using descriptive statistics, correlation, and multiple regression. The scale showed high reliability (Cronbach’s α = 0.87). Environmental awareness (β = 0.42, p < 0.01) and perceived economic benefits (β = 0.36, p < 0.01) significantly predicted EV purchase intention, explaining 64% of the variance (R² = 0.64). Concerns over charging infrastructure and range anxiety were negatively moderated (β = −0.21, p < 0.05), and social influence had a positive impact on consumer attitudes (β = 0.29, p < 0.05). The findings offer a practical insight for policymakers and marketers to promote EV adoption in emerging urban markets. We conducted a survey of urban consumers with a structured questionnaire and conducted statistical analyses to identify significant relationships between behavioral variables and purchase intention. Our results indicate that environmental awareness and perceived economic gains are the most important drivers of purchase intention, while concerns about infrastructure and range anxiety act as moderating barriers, and social influence and awareness campaigns may affect consumer attitudes toward EV adoption, which can provide a useful insight for policymakers, automobile manufacturers, and marketers to develop strategies for promoting electric vehicle acceptance in emerging urban markets.

Keywords

Electric Vehicles (EVs), Consumer Behavior, Purchase Intention, Electric Vehicle Adoption, Behavioral Determinants, Environmental Awareness, Government Incentives, Charging Infrastructure, Sustainable Transportation

References

[1] B. Gayathiri and S. B. I. Ahamed, “Assessing Consumer Perceptions of Electric Vehicles in India Through the Lens of the Theory of Planned Behavior,” Journal of The Institution of Engineers (India) Series A, Jan. 2025, doi: 10.1007/s40030-024-00863-9.

[2] X. Zhu and G. P. Dias, Conference Proceedings - BEHAVE 2020-2021: the 6th European Conference on Behaviour Change for Energy Efficiency. Technical University of Denmark, 2021, p. 289. Accessed: Jul. 2025.

[3] U. R. Srinivasan, “A Comprehensive Systematic Review on Electric Vehicle Adoption with the Impact of Technological and Consumer Buying Behavior,” International Journal for Research in Applied Science and Engineering Technology, vol. 13, no. 11, p. 129, Nov. 2025, doi: 10.22214/ijraset.2025.74989.

[4] S. Swaminathan, “Market Segmentation and Consumer Decision-Making: A Study with Reference to KTM Bikes,” International Journal for Research in Applied Science and Engineering Technology, vol. 13, no. 7, p. 2857, Jul. 2025, doi: 10.22214/ijraset.2025.73482.

[5] A. Ram, “Consumer Behavior towards Buying Electric Vehicles,” International Journal for Research in Applied Science and Engineering Technology, vol. 8, no. 5, p. 632, May 2020, doi: 10.22214/ijraset.2020.5098.

[6] V. Pailwar, “Indian Management Students’ Electric Car Purchase Intention,” European Transport/Trasporti Europei , no. 89, p. 1, Nov. 2022, doi: 10.48295/et.2022.89.7.

[7] S. Mishra and G. Malhotra, “Is India Ready for e-Mobility? An Exploratory Study to Understand e-Vehicles Purchase Intention,” Theoretical Economics Letter, vol. 9, no. 2, p. 376, Jan. 2019, doi: 10.4236/tel.2019.92027.

[8] M. Umasankar, P. Subramanian, and K. Chitrarasu, “Catalyzing Green Mobility: Consumer Preferences for Green Energy Vehicles,” E3S Web of Conference, vol. 455, p. 2010, Jan. 2023, doi: 10.1051/e3sconf/202345502010.

[9] U. Ahmed, B. A. Fida, V. R. R. Thumiki, and S. S. H. A. Marhoobi, “Electric vehicles adoption challenges in Oman: a comprehensive assessment and future prospects for sustainable cities,” Frontiers in Sustainable Cities, vol. 6, Mar. 2024, doi: 10.3389/frsc.2024.1360203.

[10] H. Patel, “Understanding the Adoption and Public Intention to Buy Electric Vehicles in India Using UTAUT,” International Journal for Research in Applied Science and Engineering Technology, vol. 9, no. 8, p. 2528, Aug. 2021, doi: 10.22214/ijraset.2021.37760.

[11] H. T. Şenli, “BIBLIOMETRIC ANALYSIS OF STUDIES ON ELECTRIC VEHICLE PURCHASE INTENTION,” DergiPark (Istanbul University) , Jun. 2025, Accessed: Oct. 2025. [Online]. Available: https://dergipark.org.tr/en/pub/ppad/issue/94780/1723710

[12] P. V. Tuấn, N. T. P. Thao, L. T. T. Linh, T. T. Le, and N. T. Linh, “Factors Influencing Purchasing Intention Toward Electric Vehicle in Vietnam,” Journal of Social Commerce , vol. 2, no. 2, p. 82, Jun. 2022, doi: 10.56209/jommerce. v2i2.30.

[13] C. Deka, M. K. Dutta, M. Yazdanpanah, and N. Komendantova, “Driving green or driving towards doomsday? Unveiling fear and norm dynamics in electric vehicle adoption among India’s middle-class,” Frontiers in Sustainable Resource Management, vol. 4, Aug. 2025, doi: 10.3389/fsrma.2025.1650833.

[14] N. A. M. Noor, A. Muhammad, T. N. A. T. Abaidah, M. F. Shamsudin, and F. M. Isa, “Price, Maintenance Cost, Infrastructure Readiness, and Attitude: An Integrated Model of Electric Vehicle (EV) Purchase Intention,” Preprints.org , Oct. 2025, doi: 10.20944/preprints202510.1232.v1.

[15] T. M. Mashaba and L. E. Mdaka, “Driving Green: Assessing the Purchasing Intentions of South African Consumers Toward Electric Vehicle Adoption, Malaysian E Commerce Journal , vol. 8, no. 1, p. 36, Jan. 2024, doi: 10.26480/mecj.01.2024.36.39.

[16] M. Irfan, “Assessing Consumers’ Behavioral Intention and Willingness to Pay for Electric Vehicles: An Evidence from China,” Deleted Journal, vol. 1, no. 1, p. 2, May 2024, doi: 10.47852/bonviewjcbar42022854.

[17] P. H. Nguyen, H. T. Duong, and S. D. Hoang, “The impact of cultural values on the electric vehicle purchase intention: Testing the moderating role of subjective norms,” Innovative Marketing , vol. 21, no. 3, p. 183, Aug. 2025, doi: 10.21511/im.21(3).2025.14.

[18] T. Yeğin and M. Ikram, “Analysis of Consumers’ Electric Vehicle Purchase Intentions: An Expansion of the Theory of Planned Behavior,” Sustainability , vol. 14, no. 19, p. 12091, Sep. 2022, doi: 10.3390/su141912091.

[19] E. Handarujati, “Analysis of Factors Driving Purchase Intention of Electric Cars: Perspective of Theory of Planned Behavior, Norm Activation Model, and Technology Acceptance Model,” Journal of Economics and Business UBS , vol. 13, no. 1, Jan. 2024, doi: 10.52644/joeb.v13i1.1279.

[20] N. Z. Ubaidillah, F. N. H. T. Khan, S. N. F. Morshidi, F. Ismail, and N. I. Abd. Malek, “Charting a sustainable course: how normative factors shape intentions for Autonomous Rapid Transit commuting,” Acta Logistica , vol. 11, no. 1, p. 139, Mar. 2024, doi: 10.22306/al.v11i1.487.

[21] K. Shalender and N. Sharma, “Using extended theory of planned behaviour (TPB) to predict adoption intention of electric vehicles in India,” Environment Development and Sustainability , vol. 23, no. 1, p. 665, Jan. 2020, doi: 10.1007/s10668-020-00602-7.

[22] K. Tolani, S. Manohar, and S. Rao, “Measuring sustainable mobility of electric vehicles: determining critical factors with policy mix support for developing economies and user convenience,” Journal of Innovation and Entrepreneurship , vol. 14, no. 1, Aug. 2025, doi: 10.1186/s13731-025-00560-2.

[23] R. Tiwari, “A Study on Perception of Consumers on E - Vehicles in Bengaluru,” International Journal for Research in Applied Science and Engineering Technology , vol. 11, no. 4, p. 2497, Apr. 2023, doi: 10.22214/ijraset.2023.50677.

[24] A. D. Satpute, P. Rai, and P. Onkar, “Driving sustainable mobility: a study of electric vehicle adoption in rural India,” Proceedings of the Design Society , vol. 4, p. 1427, May 2024, doi: 10.1017/pds.2024.145.

[25] R. Bera, D. Das, and B. Maitra, “Consumer attitudes and preferences for plug-in hybrid electric vehicles: A case of Delhi and Kolkata, India,” Case Studies on Transport Policy , vol. 17, p. 101259, Jul. 2024, doi: 10.1016/j.cstp.2024.101259.

[26] K. Rao, Mr. N. Vedavyas, M. Kumar, M. Kumar, and Ms. P. G. N. Sai, “A Study on Impact of Consumer Behavior on Electric Vehicle Adoption in Vijayawada – Andhra Pradesh,” International Journal of Research and Innovation in Applied Science , vol. 10, no. 10, p. 1264, Nov. 2025, doi: 10.51584/ijrias.2025.10100000109.

[27] V. Narendiran and V. Vetrivel, “Consumer Perception of Post-Purchase Experience on Electric Vehicle Owners in Chennai City,” in Advances in economics, business and management research/Advances in Economics, Business and Management Research , Atlantis Press, 2024, p. 192. doi: 10.2991/978-94-6463-433-4_15.

[28] N. Joshi, M. Malhotra, and J. Singh, “Assessing adoption intention of electric vehicles in India: The mediating role of government policies,” Deleted Journal , vol. 22, no. 1, Jan. 2022, doi: 10.18757/ejtir.2022.22.1.5973.

[29] R. B. Manandhar, “Driving Change: How Pre-Purchase Behavior and Environmental Concerns Shape EV Buying Decisions Through Mediating Effect of Affection,” Journal of Information Systems Engineering & Management , vol. 10, p. 551, Mar. 2025, doi: 10.52783/jisem.v10i24s.3940.

[30] Ü. Yaprak, E. KİZİR, and B. Yaşin, “Factors that Play a Role in Consumers’ Adoption of Electric Cars: A Research Within the Framework of the Unified Technology Acceptance Model,” DergiPark (Istanbul University), Jun. 2023, Accessed: Aug. 2025.

[31] D. Jaiswal, V. Kaushal, R. Kant, and P. K. Singh, “Consumer adoption intention for electric vehicles: Insights and evidence from Indian sustainable transportation,” Technological Forecasting and Social Change , vol. 173, p. 121089, Aug. 2021, doi: 10.1016/j.techfore.2021.121089.

[32] E. Higueras‐Castillo, V. Singh, V. Singh, and F. Liébana‐Cabanillas, “Factors affecting adoption intention of electric vehicle: a cross-cultural study,” Environment Development and Sustainability , vol. 26, no. 11, p. 29293, Sep. 2023, doi: 10.1007/s10668-023-03865-y.

[33] A. Rastogi, R. G. Thomas, and A. K. Digalwar, “Identification and analysis of social factors responsible for adoption of electric vehicles in India,” Current Science , vol. 121, no. 9, p. 1180, Oct. 2021, doi: 10.18520/cs/v121/i9/1180-1187.

[34] K. V. Ansab and S. P. Kumar, “Influence of government financial incentives on electric car adoption: empirical evidence from India,” South Asian Journal of Business Studies , vol. 13, no. 2, p. 226, Nov. 2022, doi: 10.1108/sajbs-03-2021-0088.

[35] E. Purwanto, A. P. Irawan, and M. I. Taba, “Factors Influencing Attitudes and Purchase Intentions of Electric Vehicles Among Urban Consumers,” International Journal of Transport Development and Integration , vol. 9, no. 2, p. 287, Jun. 2025, doi: 10.18280/ijtdi.090207.

[36] A. Gupta, A. Dash, and K. Sharma, “Promoting sustainable mobility: A multi-theoretical exploration of attitude-behavior dynamics and consumption value in electric vehicle adoption in India,” Energy Strategy Reviews , vol. 61, p. 101839, Aug. 2025, doi: 10.1016/j.esr.2025.101839.

[37] I. Nica, S. Oprea, and A. Bârã, “Measuring Public Opinions on Renewable Energy and Climate Change Using Structural Equations Modeling,” IEEE Access , vol. 13, p. 76981, Jan. 2025, doi: 10.1109/access.2025.3565676.

[38] K. Munthe, P. Simanihuruk, C. Sitinjak, J. Ober, and A. Kochmańska, “Optimization of Financial Management for Enhancing the Electric Vehicle Market in Medan, Indonesia,” Management Systems in Production Engineering , vol. 32, no. 2, p. 212, Jun. 2024, doi: 10.2478/mspe-2024-0021.

[39] T. Munshi, S. Dhar, and J. P. Painuly, “Understanding barriers to electric vehicle adoption for personal mobility: A case study of middle income in-service residents in Hyderabad city, India,” Energy Policy , vol. 167, p. 112956, May 2022, doi: 10.1016/j.enpol.2022.112956.

[40] S.-Y. Tzeng, X. Wang, and L. C. Chen, “Beyond environmental benefits: understanding the social and economic factors in electric vehicle adoption,” Humanities and Social Sciences Communications , vol. 13, no. 1, Dec. 2025, doi: 10.1057/s41599-025-06298-2.

[41] E. Higueras‐Castillo, S. Molinillo, J. A. Coca‐Stefaniak, and F. Liébana‐Cabanillas, “Perceived Value and Customer Adoption of Electric and Hybrid Vehicles,” Sustainability , vol. 11, no. 18, p. 4956, Sep. 2019, doi: 10.3390/su11184956.

[42] P. T. Anh, P. T. Huy, N. T. Ngọc, N. T. Trung, and N. H. Ngan, “Actual Behaviour in Using Electric Vehicles in Vietnam: Users’ Perspectives and the Role of Ride-Hailing Services – A Focus on SDG11,” Journal of Lifestyle and SDGs Review , vol. 5, no. 7, Aug. 2025, doi: 10.47172/2965-730x.sdgsreview.v5.n07.pe07296.

[43] D. Singh and U. K. Paul, “Beyond the buzz: Unravelling the barriers and drivers of electric car adoption in India - A qualitative study,” Journal of Cleaner Production , vol. 505, p. 145344, Mar. 2025, doi: 10.1016/j.jclepro.2025.145344.

[44] R. M. A. Latif, “Enhancing sustainable urban mobility in Pakistan through renewable hydrogen integration and policy interventions,” Discover Cities , vol. 2, no. 1, Apr. 2025, doi: 10.1007/s44327-025-00089-9.

[45] K. S. Yogi, S. Chanagala, C. Balaji, V. V. Reddy, and G. N. P. V. Babu, “Exploring electric vehicle consumer behavior: impact of digital innovation, environmental concern, perceived value, and social influence on purchase intentions,” Frontiers in Sustainable Cities , vol. 7, Sep. 2025, doi: 10.3389/frsc.2025.1655074.

[46] H. Ahmad, T. M. Rahul, and N. K. Asija, “Accelerators and hurdles, and their mediating effects on electric vehicle adoption,” Transport Policy , vol. 162, p. 20, Nov. 2024, doi: 10.1016/j.tranpol.2024.11.020.

[47] Shalu and A. Pandey, “A Study on the Factors Influencing the Adoption Intentions of Electric Vehicles,” NMIMS Management Review , vol. 33, no. 4, p. 263, Sep. 2025, doi: 10.1177/09711023251375288.

[48] “iea.pdf.”

[49] T. K. Nath, S. Nath, A. Paul, and T. K. Baul, “Factors Affecting Consumers’ Preference for Private Electric Vehicles in Bangladesh: Policy Implications for Adoption,” Research Square (Research Square) , Jul. 2024, doi: 10.21203/rs.3.rs-4706474/v1.

[50] V. V. Krishnan and M. G. Sreekumar, “An integrated behavioral approach to analyze the adoption of electric vehicles in the context of a developing country,” Transport Policy , vol. 142, p. 162, Sep. 2023, doi: 10.1016/j.tranpol.2023.08.014.

[51] P. Kautish, R. Lavuri, D. Roubaud, and O. Grebinevych, “Electric vehicles’ choice behaviour: An emerging market scenario,” Journal of Environmental Management , vol. 354, p. 120250, Feb. 2024, doi: 10.1016/j.jenvman.2024.120250.

How to cite this paper

Dr. K. Tirumalaiah, Dr. Jayakranth Rapoori, L. V. H. Keerthi Nimmaraju "Consumer Behavioral Factors Influencing Electric Vehicle Purchase Decisions: Evidence from Tirupati City" Iconic Research And Engineering Journals Volume 9 Issue 9 2026 Page 1971-1980 https://doi.org/10.64388/IREV9I9-1715386
Dr. K. Tirumalaiah, Dr. Jayakranth Rapoori, L. V. H. Keerthi Nimmaraju "Consumer Behavioral Factors Influencing Electric Vehicle Purchase Decisions: Evidence from Tirupati City" Iconic Research And Engineering Journals, vol. 9, no. 9, Mar. 2026, doi: https://doi.org/10.64388/IREV9I9-1715386
Dr. K. Tirumalaiah, Dr. Jayakranth Rapoori, L. V. H. Keerthi Nimmaraju (2026). Consumer Behavioral Factors Influencing Electric Vehicle Purchase Decisions: Evidence from Tirupati City. Iconic Research And Engineering Journals, 9(9). doi: https://doi.org/10.64388/IREV9I9-1715386
Dr. K. Tirumalaiah, Dr. Jayakranth Rapoori, L. V. H. Keerthi Nimmaraju "Consumer Behavioral Factors Influencing Electric Vehicle Purchase Decisions: Evidence from Tirupati City" Iconic Research And Engineering Journals, vol. 9, no. 9, Mar. 2026. Crossref, https://doi.org/10.64388/IREV9I9-1715386
@article{1715386,
      author = {Dr. K. Tirumalaiah, Dr. Jayakranth Rapoori, L. V. H. Keerthi Nimmaraju},
      title = {Consumer Behavioral Factors Influencing Electric Vehicle Purchase Decisions: Evidence from Tirupati City},
      journal = {Iconic Research And Engineering Journals},
      year = {2026},
      volume = {9},
      number = {9},
      pages = {1971-1980},
      issn = {2456-8880},
      url = {https://www.irejournals.com/formatedpaper/1715386.pdf},
      abstract = {The global electric vehicle market is undergoing a change based on consumer behavior that is driven by various factors specific to different regions, such as environmental concerns, increasing fuel costs, and supportive policies from governments. This study empirically investigated the influence of consumer behavior in the context of EV purchase decision-making using behavioral variables such as environmental awareness, perceived economic benefits, perceived social influence, brand perception, charging infrastructure, and government incentives in Tirupati City. A structured questionnaire was administered to 312 urban consumers in Tirupati City, and the data were analyzed using descriptive statistics, correlation, and multiple regression. The scale showed high reliability (Cronbach’s α = 0.87). Environmental awareness (β = 0.42, p < 0.01) and perceived economic benefits (β = 0.36, p < 0.01) significantly predicted EV purchase intention, explaining 64% of the variance (R² = 0.64). Concerns over charging infrastructure and range anxiety were negatively moderated (β = −0.21, p < 0.05), and social influence had a positive impact on consumer attitudes (β = 0.29, p < 0.05). The findings offer a practical insight for policymakers and marketers to promote EV adoption in emerging urban markets. We conducted a survey of urban consumers with a structured questionnaire and conducted statistical analyses to identify significant relationships between behavioral variables and purchase intention. Our results indicate that environmental awareness and perceived economic gains are the most important drivers of purchase intention, while concerns about infrastructure and range anxiety act as moderating barriers, and social influence and awareness campaigns may affect consumer attitudes toward EV adoption, which can provide a useful insight for policymakers, automobile manufacturers, and marketers to develop strategies for promoting electric vehicle acceptance in emerging urban markets.},
      keywords = {Electric Vehicles (EVs), Consumer Behavior, Purchase Intention, Electric Vehicle Adoption, Behavioral Determinants, Environmental Awareness, Government Incentives, Charging Infrastructure, Sustainable Transportation},
      month = {March},
      doi = {https://doi.org/10.64388/IREV9I9-1715386}
  }