Big data’s impact on privacy, security and consumer welfare

An Economic Theory of Democracy.

Banfield, E. C., & Downs, A. J. (1958) · Midwest Journal of Political Science · doi:10.2307/2109186 · Cited by 18,558

Stability in Competition

Hotelling, H. (1929) · The Economic Journal · doi:10.2307/2224214 · Cited by 7,043

Stability in Competition

Hotelling, H. (1990) · Springer eBooks · doi:10.1007/978-1-4613-8905-7_4 · Cited by 5,729

Big data: a revolution that will transform how we live, work, and think

(2013) · Choice Reviews Online · doi:10.5860/choice.50-6804 · Cited by 3,657

The Theory of Committees and Elections.

Alan, S., & Black, D. (1959) · Economica · doi:10.2307/2550498 · Cited by 2,829

Private traits and attributes are predictable from digital records of human behavior

Kosinski, M., Stillwell, D., & Graepel, T. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1218772110 · Cited by 2,829

The Effect of On-Line Consumer Reviews on Consumer Purchasing Intention: The Moderating Role of Involvement

Park, D.-H., Lee, J., & Han, I. (2007) · International Journal of Electronic Commerce · doi:10.2753/jec1086-4415110405 · Cited by 2,318

Optimum Location in Spatial Competition

Smithies, A. (1941) · Journal of Political Economy · doi:10.1086/255724 · Cited by 460

Principles of Group Solidarity.

Abrahamson, M., & Hechter, M. (1988) · Social Forces · doi:10.2307/2579201 · Cited by 442

Social and News Media Enable Estimation of Epidemiological Patterns Early in the 2010 Haitian Cholera Outbreak

Chunara, R., Andrews, J. R., & Brownstein, J. S. (2012) · American Journal of Tropical Medicine and Hygiene · doi:10.4269/ajtmh.2012.11-0597 · Cited by 437

Managerial Controversies in Artificial Intelligence and Big Data Analytics

Strang, K. D., & Sun, Z. (2021) · IGI Global eBooks · doi:10.4018/978-1-6684-3662-2.ch085 · Cited by 1

An Introduction to Online Platforms

Mariniello, M. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.003.0008 · Cited by 2

Technology and Employment

Mariniello, M. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.003.0012 · Cited by 1

How Could Machine Learning Help Healthcare Informatics Predict Coronavirus?

Strang, K. D. (2022) · Advances in healthcare information systems and administration book series · doi:10.4018/978-1-6684-5499-2.ch002 · Cited by 1

The role of electronic commerce in the development of entrepreneurship through statistical analysis

Țurcan, R., & Țurcan, I. (2022) · Competitiveness and Sustainable Development · doi:10.52326/csd2022.13 · Cited by 1

Identifying Requirements to Model a Data Lifecycle in Smart City Frameworks

Roessing, C., & Helfert, M. (2022) · Communications in computer and information science · doi:10.1007/978-3-031-17098-0_2 · Cited by 1

Digital Transformation: Organizational Change of Bank of Communications

Wang, Z. (2023) · Advances in economics, business and management research/Advances in Economics, Business and Management Research · doi:10.2991/978-94-6463-298-9_53 · Cited by 1

Unveiling the Nexus: Digital Transformation Leadership, Business Model Innovation, and Performance in China's Banking Sector

Lyu, W. (2024) · International Journal of Science and Business · doi:10.58970/ijsb.2425 · Cited by 1

Privacidade em Big Data: panorama e agenda de pesquisa

Rebello, C., & Rodrigues, E. M. T. (2017) · Sistemas & Gestão · doi:10.20985/1980-5160.2017.v12n4.1205 · Cited by 1

Big Data Analytics Driven Supply Chain Transformation

Feki, M. (2021) · IGI Global eBooks · doi:10.4018/978-1-6684-3662-2.ch068 · Cited by 1

A Blockchain-Based Protocol for Malicious Price Discrimination

Xue, L., Liu, Y., Yang, W., Chen, W., & Huang, L. (2022) · Journal of Computer Science and Technology · doi:10.1007/s11390-021-0583-x · Cited by 1

Big Data and Advance Analytics: Architecture, Techniques, Applications, and Challenges

Verma, S. (2021) · IGI Global eBooks · doi:10.4018/978-1-6684-3662-2.ch026 · Cited by 1

IoT adoption in SME manufacturers in Thailand

Wungcharoen, Y. (2022) · doi:10.23889/suthesis.60536 · Cited by 1

A Literature Review of Food AnalyticsPreprint

Elragal, R., Elragal, A. A., & Habibipour, A. (2024) · Research Square · doi:10.21203/rs.3.rs-4121495/v1 · Cited by 1

Literaturverzeichnis

Kirchschlaeger, P. G. (2024) · Nomos Verlagsgesellschaft mbH & Co. KG eBooks · doi:10.5771/9783748918462-469 · Cited by 1

Big Data

Lasisi, M., Kolade, K., & Rotimi, O. (2024) · Elsevier eBooks · doi:10.1016/b978-0-323-95689-5.00269-8 · Cited by 1

YKSITYISYYS JA YKSITYISYYDEN SUOJAAMINEN BIG DATAN AIKAKAUDELLA: TEKNOLOGINEN NÄKÖKULMA

Hokkanen, J. (2015) · Jyväskylä University Digital Archive (University of Jyväskylä)

Sosiaalinen asiakassuhdejohtaminen ja big data

Toivonen, T.-A. (2015) · Jyväskylä University Digital Archive (University of Jyväskylä)

Governing the strategic alignment of big data with the use of the COBIT 5 control framework

Greyling, M. (2015) · SUNScholar (Stellenbosch University)

Real-Time Applications of Big Data- A Survey

Rubal, & Kalra, S. (2016) · International Journal of Engineering Research and · doi:10.17577/ijertv5is031204

The impact of the right to be forgotten on privacy and online information disclosure

Mangwanda, N. (2016) · UpSpace Institutional Repository (University of Pretoria)

The Evolution of Rules and Institutions in Cybersecurity: Cloud Computing and Big Data

Kshetri, N. (2016) · Springer eBooks · doi:10.1007/978-3-319-40554-4_2

Mitigating significant risks pertaining to the implementation of cognitive computing

Wyk, J. V. (2017) · SUNScholar (Stellenbosch University)

An Overview of Security and Privacy Issues in Big DataPreprint

Jha, A. (2017) · SSRN Electronic Journal · doi:10.2139/ssrn.2956050

Chapter 5. Challenges and Concerns

Chen, H. M. (2017) · Library Technology Reports

Data as Currency: Consumer Vs. Marketer Insights into the Value of Private Data

Xu, C. (2019) · Tuwhera (Auckland University of Technology)

Big Data Processing Based on Machine Learning for Multi-user Environments

Rahouma, K. H., & Afify, F. M. (2020) · Lecture notes in networks and systems · doi:10.1007/978-981-15-2329-8_68

Büyük Veriye İletişimsel Yaklaşımlar: Web of Science Yayınlarının Sistematik Bir Analizi

Kıyan, Z., & Nurcan ANKARA UNIVERSITY Törenli (2020) · Connectist Istanbul University Journal of Communication Sciences · doi:10.26650/connectist2020-0002

Discussion, conclusion, and recommendations

Kshetri, N. (2021) · Elsevier eBooks · doi:10.1016/b978-0-323-89934-5.00006-4

How institutional pressures influence data-driven corporate communications

Economou, E. (2021) · Queensland University of Technology · doi:10.5204/thesis.eprints.209153

Big Data policing and its legitimacy

Leiendecker, L. J. (2021)

Big Data Intelligence in Public and Financial Institutions: An Estimation of Ethical and Regulatory Issues

Anjum, S. W., & Munawar, A. (2019)

A Conceptual Analysis of Factors That Lead to Blockchain Technology Adoption in A Developing Country Context; Morocco.

Hafide, O., Zenjali, Y., & Lafraxo, Y. (2021) · Advances in economics, business and management research/Advances in Economics, Business and Management Research · doi:10.2991/aebmr.k.210727.038

Socio-Economic Impact Of Skill Development Training In Large Scale Public Welfare Schemes For Enhancing Employability: An Empirical Investigation…

Kumar, S. (2019)

‘Interesting but scary’

Haapio, H., & Uusitalo, O. (2021) · Routledge eBooks · doi:10.4324/9781003093909-18

Internet Privacy

Rodriguez, N. J. (2020) · IGI Global eBooks · doi:10.4018/978-1-5225-9715-5.ch049

Online Content and Platform Liability

Mariniello, M. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.003.0009 · Cited by 1

List of Boxes

(2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.002.0009

Dedication

(2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.002.0005

List of Tables

(2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.002.0008

Disinformation in the Digital Age

Mariniello, M. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.003.0014

Microeconomics: A Toolkit

Mariniello, M. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.005.0001

Digital Government

Mariniello, M. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.003.0006 · Cited by 1

Technology and the Covid-19 Pandemic

Mariniello, M. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.003.0003

Introduction: Why You Should Read This Book

(2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.002.0011

Facts about the European Digital Economy

Mariniello, M. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.003.0002

List of Abbreviations

(2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.002.0010

A Digital Economy

Mariniello, M. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.003.0001 · Cited by 1

Connectivity

Mariniello, M. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.003.0004

List of Figures

(2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.002.0007

Cybersecurity

Mariniello, M. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.003.0007

E-Commerce

Mariniello, M. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.003.0010

Poem

(2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.002.0004

Glossary

(2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.002.0012

The Sharing Economy

Mariniello, M. (2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.003.0011

Copyright Page

(2022) · Oxford University Press eBooks · doi:10.1093/oso/9780198831471.002.0003

Exploring consumers’ discernment ability of autogenerated advertisements

Sahlin, J., Sundell, H., Mbiydzenyuy, G., Alm, H., Holgersson, J., Suhonen, C., & Hjelm, T. (2023) · doi:10.1142/9789811269264_0038

An Empirical Illustration of How Socioeconomic Stakeholders Can Leverage AI and Big Data

Strang, K. D. (2023) · Advances in data mining and database management book series · doi:10.4018/978-1-6684-5959-1.ch002

Current concerns in digital economy era. Lessons learnt form Polish advanced internet users

Rudnicka, A., Kaczorowska–Spychalska, D., Reichel, J., Kulik, M., & Orange Polska, S. A. (2023) · Scientific Papers of Silesian University of Technology Organization and Management Series · doi:10.29119/1641-3466.2023.169.38

Financial Risk Management

Damayanti, E. S., Manurung, A. H., & Machdar, N. M. (2023) · Formosa Journal of Sustainable Research · doi:10.55927/fjsr.v2i7.5025

Research on the Impact of Digital Economy on Low Carbon Development of Manufacturing IndustryPreprint

Li, S., Lv, Y., & Yang, P. (2023) · Research Square · doi:10.21203/rs.3.rs-3306547/v1 · Cited by 1

The Case of the Tower Cafe: Identifying the Right Technology for A Small Independent Restaurant

Gregory, S., & Dolasinski, M. J. (2020) · Journal of Hospitality & Tourism Cases · doi:10.1177/216499872000800212

The Effect of Data Security Procedures and Big Data Analytics on Engineering Performance: A Case Study of Lagos (Iganmu) Industrial Layout

Falosole, A., Adegboye, O. S., Ekuewa, O. I., Oyegoke, M. A., & Frederick, K. B. (2023) · European Journal of Electrical Engineering and Computer Science · doi:10.24018/ejece.2023.7.6.584

Investigating the Effects of the Big Data Analytics on Customer Response in Online Purchases

Ahmad, W., Edwin, C. A., & Faheem, M. (2022) · Journal of Innovative Research in Management Sciences · doi:10.62270/jirms.vi.22

The impact of applying digital process innovation to farm management on farmer welfare: A multiple case study

Suksa-ngiam, W., & Bechor, T. (2024) · Information Development · doi:10.1177/02666669241258920 · Cited by 2

Implementation of Business Intelligence for Product Optimization to Enhance Profitability Through theUtilization of Synergies Among the Product Departments of the Look Company for the Period 2019-2022

Kurniawan, M. S., Zaini, O. K., & Wihartika, D. (2024) · Journal of Social Transformation and Regional Development · doi:10.30880/jstard.2024.06.01.002

An Inquiry into the Evolutionary Game among Tripartite Entities and Strategy Selection within the Framework of Personal Information Authorization

Tang, J., Peng, Z., & Wei, W. (2024) · Big Data and Cognitive Computing · doi:10.3390/bdcc8080090

Discussion, conclusion, and recommendations

Kshetri, N. (2025) · Elsevier eBooks · doi:10.1016/b978-0-443-30155-1.00010-1

Big Data and the Welfare State: A Promising Alliance for the Future

Hormi, A., Ouarraoui, B., & Naoual, B. (2025) · doi:10.38124/ijisrt/25mar624

Disruptive Analysis of the Use of New Administrative Technologies in Organizations

Reyes-Sánchez, J. D. J. (2025) · IGI Global eBooks · doi:10.4018/979-8-3693-9556-1.ch015

Dobre praktyki branży medycznej w zakresie zarządzania opartego na dowodach – implikacje dla dyscypliny nauki o zarządzaniu i jakości

Jabłoński, M., Jabłoński, A., Dulęba, D., Janulek, P., & Glenszczyk, M. (2024) · Przegląd Organizacji · doi:10.33141/po.2024.04.01

New Opportunities for Connection: Managing Employee-Organisation Relationships in the Metaverse

Steenkamp, H., & Bulhoon, A. (2025) · Springer eBooks · doi:10.1007/978-3-031-87417-8_2

Big Data in Insurance: Understanding Customer Resistance and Ethical BoundariesPreprint

Tanner, C., Witt, N., Dahinden, U., & Christen, M. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5309832

Empowering HEIs Through LLMs and Cloud Computing: Strategies for Seamless Integration and Sustainable Transformation

Idris, M. D., Feng, X., & Dyo, V. (2025) · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · doi:10.1007/978-3-031-92517-7_7

Ethical Challenges in Automating Industrial Supply Chain Operations and Big Data Management

Pal, K. (2025) · IGI Global eBooks · doi:10.4018/979-8-3373-1702-1.ch012

Financial Management for Sustainability

Tavanti, M. (2025) · Springer eBooks · doi:10.1007/978-3-031-93467-4_3

“Spillover effect” or “siphoning effect”: exploring the pathways of data factor aggregation empowering carbon unlocking under the dual environmental regulation framework — a perspective based on threshold and spatial spillover effects

Zhang, J., & Yang, J. (2025) · Environment Development and Sustainability · doi:10.1007/s10668-025-06915-9 · Cited by 1

From Instruments to Configurations: Governing Data Security in China through Policy Tool EvolutionPreprint

Chang, D., Wang, X., & Bao, R. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6142833

On the Security of Digital Supply Chain: Attack Vectors and End-to-End Security Frameworks

Hammi, B., & Zeadally, S. (2026) · Signals and communication technology · doi:10.1007/978-3-032-11119-7_1

The Transformative Potential of Artificial Intelligence in Smart Cities

Nukpezah, J. A., Ntow, M. A. O., Adu, E. P., & Apalowo, J. T. (2026) · Springer eBooks · doi:10.1007/978-3-032-12344-2_12

From Instruments to Configurations: Governing Data Security in China through Policy Tool EvolutionPreprint

Chang, D., & Bao, R. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6336330

Relevance of big and thick social media data to businesses: A systematic review

Malik, B., Yeboah, A. N., & Gakpe, B. K. (2026) · African Quarterly Social Science Review · doi:10.51867/aqssr.3.1.23

Big Data in Insurance: Understanding Customer Resistance and Ethical Boundaries

Tanner, C., Witt, N., Dahinden, U., & Christen, M. (2025) · Digital Society · doi:10.1007/s44206-026-00252-8

Bridging the Analytics Divide: Retail Technology Diffusion in South Africa’s Traditional Retail Sector

Moloi, S., Budree, A., & Tsibolane, P. (2026) · IFIP advances in information and communication technology · doi:10.1007/978-3-032-16779-8_12

Security and Privacy Concerns of Big Data Among Indian Consumers in E-Tailing and Social Media

Fatima, Z., & Siddiqui, M. A. M. (2026) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-2600-1433-2.ch005

Privacy-Preserving Federated Mining of Top- K Frequent Itemsets Under Local Differential Privacy

Chen, Y., Gan, W., Ren, J., Zhou, Q., & Yu, P. S. (2026) · IEEE Internet of Things Journal · doi:10.1109/jiot.2026.3688898

Real estate prices and the retailing sector dynamics

Bahadir, S. C., & Bahadir, B. (2026) · Journal of Retailing · doi:10.1016/j.jretai.2026.04.005

Building Sustainable Agribusiness Models in India

Hegana, D., & Dash, S. K. (2026) · IGI Global eBooks · doi:10.4018/979-8-3373-8054-4.ch006

Trust Centric Data Architecture Enabling Secure and Scalable Enterprise Digital Transformation in Modern Distributed Environments

Seetala, S. R. (2025) · International Journal of Scientific Research in Science and Technology · doi:10.32628/ijsrst25121562

Navigating regulatory complexity: the role of IT expenditure in shaping enterprise software transitions for e-commerce firms under GDPR

Setor, T. K., & Joseph, D. (2026) · Electronic Commerce Research · doi:10.1007/s10660-026-10155-y

Digital terroir and ecosystem service auditability via machine learning in geographical indications

Oliveira, C. V. D. S., Santos, L. D. V., Quirino, G. D. S., Abud, A. K. D. S., Holanda, F. S. R., Filho, R. N. D. A., & Azevedo, T. C. (2026) · Discover Applied Sciences · doi:10.1007/s42452-026-08944-z

Professionals’ Perspectives On the Role of Advanced Technologies in Responsible Gambling

Barroso, B. C. R., Cardoso, L. G., Morgado, P. F., Marques, A. J. P. D. S., Rocha, C., Griffiths, M. D., Queirós, R., & Dores, A. R. (2026) · Journal of Gambling Studies · doi:10.1007/s10899-026-10525-z

A comparative and integrative mapping of thematic trajectories, the digital turn, and future research frontiers in telecommunications policy

Luo, M., Jiang, Y., & Ren, Y. (2026) · Telecommunications Policy · doi:10.1016/j.telpol.2026.103285

Opportunities and Challenges in Big Data Analytics for Decision Making: An Integrated Framework

Alma’aitah, W. Z., AL-Aswadi, F. N., Quraan, A., Karim, N. A., Alahmer, H., & Mustafa, M. Y. (2026) · Computers · doi:10.3390/computers15090584

Predictive Analytics and AI as Drivers of Personalized Consumer Experience in Digital Service Ecosystems

Harini, S., Akila, S., & Aysha Fathima, Y. (2026) · Advances in computational intelligence and robotics book series · doi:10.4018/979-8-3373-9159-5.ch002

Policy narratives and digital compliance: comparative governance during COVID-19 in Indonesia, Japan, and China

Pasha, J. A., & Arbay, E. A. (2026) · Frontiers in Political Science · doi:10.3389/fpos.2026.1910732

Responsibility without authority: How software-as-a-service vendors unbundle and sell the power to govern accessPreprint

Țurcanu, D. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.7656794

Real-time big data processing framework: Challenges and solutions

(2015) · Applied Mathematics & Information Sciences · doi:10.12785/amis/090646 · Cited by 74

Data ownership, privacy concerns, and consumer welfare

Wang, Y., & Dai, S. (2024) · Economic and Political Studies · doi:10.1080/20954816.2024.2368291 · Cited by 3

Study on the impact of big data sharing on individuals’ welfare—from the perspective of consumption and privacy

Dong, H., Li, X., Liu, Y., & Wang, C. (2026) · Humanities and Social Sciences Communications · doi:10.1057/s41599-026-06747-6 · Cited by 1

The dark side of big data: Personal privacy, data security, and price discrimination

Liu, Y., & Greene, C. (2020) · Digital Transformation in Business and Society · doi:10.1007/978-3-030-08277-2_9 · Cited by 6

I big data e gli effetti su privacy, trasparenza e iniziativa economica

Orefice, M. (2018)

The bigger, the better? An investigation of optimal volume of big data

Koo, B.-Y., Yoo, S. H., & Kim, B. C. (2017) · RePEc: Research Papers in Economics