Abstract
With the advent of the World Wide Web, the smartphone and the Internet of Things, not only society but also the sciences are rapidly changing. In particular, the social sciences can profit from these digital developments, because now scientists have the power to study real-life human behavior via smartphones and other devices connected to the Internet of Things on a large-scale level. Although this sounds easy, scientists often face the problem that no practicable solution exists to participate in such a new scientific movement, due to a lack of an interdisciplinary network. If so, the development time of a new product, such as a smartphone application to get insights into human behavior takes an enormous amount of time and resources. Given this problem, the present work presents an easy way to use a smartphone application, which can be applied by social scientists to study a large range of scientific questions. The application provides measurements of variables via tracking smartphone–use patterns, such as call behavior, application use (e.g., social media), GPS and many others. In addition, the presented Android-based smartphone application, called Insights, can also be used to administer self-report questionnaires for conducting experience sampling and to search for co-variations between smartphone usage/smartphone data and self-report data. Of importance, the present work gives a detailed overview on how to conduct a study using an application such as Insights, starting from designing the study, installing the application to analyzing the data. In the present work, server requirements and privacy issues are also discussed. Furthermore, first validation data from personality psychology are presented. Such validation data are important in establishing trust in the applied technology to track behavior. In sum, the aim of the present work is (i) to provide interested scientists a short overview on how to conduct a study with smartphone app tracking technology, (ii) to present the features of the designed smartphone application and (iii) to demonstrate its validity with a proof of concept study, hence correlating smartphone usage with personality measures.
Highlights
Scientists around the globe currently discuss if a paradigm shift is happening in the social and life sciences
In December 2017, already 54.4% of the world’s population was online [2] and 2.3 billion smartphone users have been estimated for the year 2017 with an estimate of nearly three billion users for 2020 [3]
The aim of the present work is to present a new smartphone application which can track a large number of relevant smartphone variables, including the frequency and length of usage of all installed applications, GPS tracking, call behavior, and so forth
Summary
Scientists around the globe currently discuss if a paradigm shift is happening in the social and life sciences. With the rapid distribution of the World Wide Web since the early 1990s, and the advent of the iPhone in 2007, dramatic changes have occurred in societies around the globe [1]. In December 2017, already 54.4% of the world’s population was online [2] and 2.3 billion smartphone users have been estimated for the year 2017 with an estimate of nearly three billion users for 2020 [3]. This means that nowadays a vast part of the global population has access to such powerful technological devices. These developments are supposed to develop further and even stronger in the years with the rise of the Internet of Things (IoT), where basically everything is connected to the Internet ranging from household machines to the car a person is driving
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