Comparison of digitization and datafication
| Digitization | Datafication |
| Converting analog information or physical assets into digital format. | The transformation of various activities, behaviors, or processes into data for analysis and decision-making. |
| Scanning physical documents to create digital copies, converting analog audio or video into digital formats. | Collecting and analyzing data from online activities, social media interactions, IoT devices, or sensor data. |
| Facilitates easier storage, retrieval, and sharing of digital information or assets. | Provides insights, patterns, and opportunities for organizations and individuals based on data analysis. |
| Involves the use of technologies like scanning, digitization software, cloud storage, and databases. | Depend on technologies like data collection tools, analytics platforms, machine learning, and AI algorithms. |
| Focuses on preserving and accessing digital assets or information. | Focuses on extracting insights, patterns, and value from data for decision-making and optimization. |
| Raises concerns related to data security, privacy, and intellectual property rights. | Raises concerns about data privacy, consent, transparency, and ethical use of personal data. |
Digitization focuses on converting analog assets or information into digital formats, while datafication goes data from various sources for insights and decision-making.
