Foreword xIntroduction: Why write a book on data ethics? 101 Ethics in the context of data management 21What will we cover in this chapter? 21Ethics and the evolution of technology 22Privacy and the environment: two examples of ethical questions in data 25The evolution of privacy and technology 26Data ethics and environmental concerns 27Volkswagen’s ‘dieselgate’ scandal 28Other ethical dilemmas 35The drive for effective ethics in information management 40Chapter summary 42Questions 43Notes 43Further reading 43References 4402 Introduction to ethical concepts and frameworks 46What will we cover in this chapter? 46Introduction 47Ethical theories you should know about 50Relational ethics 59Current concepts in data ethics: data colonialism and ethics washing 66Common elements of ethical frameworks 72Chapter summary 75Questions 75Notes 76Further reading 76References 7703 Ethical principles, standards and practice 81What will we cover in this chapter? 81Principles 82Developing ethical data principles 84Looking at data ethics principles in practice 91Seeking the ‘ethic of society’ - where to look for ethical inspiration 95Conclusion 104Chapter summary 104Questions 104Notes 105References 10504 Ethics, privacy and analytics 107What will we cover in this chapter? 107Analytics and data science: an ethical challenge 108What is data analytics? 109The ethical issues in data analytics 109Chapter summary 133Questions 133Notes 134Further reading 134References 13405 Ethics and data management (including Al) 139What will we cover in this chapter? 139Introduction 140Introducing data management 141Introducing data governance 144Introducing data quality management 149Introducing data modelling 153Introducing data warehousing and business intelligence 156Big Data, AI and machine learning 158The role of data literacy and data acumen in data ethics 164The ethical question of data-enabled actions 165Chapter summary 167Note 167Further reading 168References 16906 Developing an ethical architecture for information management 171What will we cover in this chapter? 171Data ethics and information architecture - what is the connection? 172Implementing ethical architecture: common challenges 195Zachman, ethical architecture and the long-term vision 197Chapter summary 198Questions 198Note 199Further reading 199References 19907 Introducing the Ethical Enterprise InformationManagement (E2IM) framework 202What will we cover in this chapter? 202Building a model for ethical enterprise information management 203Ethics and Big Data 221Conclusion 225Chapter summary 227Questions 227Further reading 227References 22808 Information ethics as an information qualitysystem 230What will we cover in this chapter? 230Ethics as a quality system 231Applying quality management principles to ethical information management 234Chapter summary 264Questions 265Notes 265Further reading 265References 26609 Information ethics and data governance 269What will we cover in this chapter? 269Introduction 270How data governance supports ethics 271Principles and modes of governance 273Communication of ethical values and supporting ethical values through stewardship and governance 287Using storytelling to communicate values 292Data review boards 295Change management 301Chapter summary 311Questions 312Note 312Further reading 312References 31210 Information ethics and risk: Tools and methods for identifying and managing ethical risk 315 What will we cover in this chapter? 315 Introduction 315Looking for parallel models 318Privacy by Design 319Ethics by Design 320Privacy engineering 322The E2IM ethical impact assessment model 325Chapter summary 344Questions 344Note 344Further reading 345References 34611 Data ethics: the bigger picture 348What will we cover in this chapter? 348Introduction 348Tackling the wicked problem 350Beyond data literacy: data acumen 351Educating the ethic of the individual 356Educating the ethic of the organization 357Educating the ethic of society 359Educating to mitigate‘ethics washing’ 360Education on ethics 361Conclusion 362Chapter summary 363Note 363References 363And in conclusion... 366Index 371