Designing Culturally Appropriate Hackathons to Increase Data Literacy in Indigenous Communities

2023 | Americas Conference on Information Systems | Citations: 0

Authors: Aniceto, Janaina; Corbett, Jacqueline; Chung, Alexander

Abstract: Data literacy skills are extremely important, yet it is still lacking in many I ... Expand

Abstract: Data literacy skills are extremely important, yet it is still lacking in many Indigenous communities across Canada due to systemic barriers faced by Indigenous peoples. Hackathons have been used as a common approach to promote data literacy. However, hackathons are socio-technical innovation processes in which local cultures and values play a role in their conduct and outcomes. Hackathons that are designed with Indigenous cultures and values in mind can be more effective at promoting data literacy for Indigenous peoples, yet there is limited guidance on how to do so. In this paper, we adopt the Action Design Research approach and Indigenous research methods to collaboratively develop and deliver culturally appropriate hackathons to increase data literacy within Indigenous communities. During this process we will also co-develop a suite of design principles to guide the design of these hackathons. Collapse

Topics: data literacy systems development

Methods: action design research design science design principle theoretical contribution qualitative interview

Introduction to the Minitrack on Business Intelligence, Business Analytics, and Big Data: Innovation, Deployment, and Management

2023 | HICSS | Citations: 0

Authors: Ariyachandra, Thilini; Marjanovic, Olivera; Dinter, Barbara

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Topics: IT security organizational value big data

Methods: action design research personal interview structured literature research

Designing a Digital Marketing Analytics Operations Platform using Action Design Research

2023 | Americas Conference on Information Systems | Citations: 0

Authors: Babu, Xavier; Motiwalla, Luvai

Abstract: Digital environment has transformed the work environment of marketing firms. Tr ... Expand

Abstract: Digital environment has transformed the work environment of marketing firms. Traditional marketing processes are repetitive, lack coordination, and are not dynamic or data-driven. To compete effectively in the digital world, marketing firms need a digital marketing analytics operations platform (DMAOP) optimized for data analytics, workflow, team coordination, and quick decision-making. We developed a DMAOP using a design science research model known as ADR. DMAOP uses data analytics leading to marketing decisions that create value with intelligent robotic processes assisting marketing practitioners in executing marketing actions. DMAOP is customized to a user's skill level, supporting marketing functions, advanced analytics, preserving privacy, and episodic reporting for users without technical skills. This study contributes to descriptive knowledge problem space by identifying the key aspects of DMAO. It also contributes to the "elaborated ADR" model with a new cycle, "personalization". Finally, it contributes to prescriptive knowledge and DMAOP instantiation with design science for digital platforms. Collapse

Topics: marketing management usability personalization marketing intelligence distributed computing

Methods: design science case study action design research design artifact design principle

STAY WITH ME - CONVERSATIONAL CHURN PREVENTION IN DIGITAL SUBSCRIPTION SERVICE

2023 | European Conference On Information Systems | Citations: 0

Authors: Benner, Dennis; Schöbel, Sofia

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Topics: digital service usage intention ease of use business-to-consumer business-to-business

Methods: qualitative interview design artifact experimental group survey experiment

Theories: technology acceptance model

Exploring the value of IoT data as an enabler of the transformation towards servitization: an action design research approach

2023 | European Journal of Information Systems | Citations: 0

Authors: Chen, Kuan-Lin; Lassen, Astrid; Li, Chen; Møller, Charles

Abstract: Servitization is a well-recognised phenomenon in the manufacturing industry. Bus ... Expand

Abstract: Servitization is a well-recognised phenomenon in the manufacturing industry. Business potentials are demonstrated mainly from the marketing perspective on servitization. However, increased digitalisation makes servitization interesting to other research areas. This paper applies the resource-based view (RBV) to argue how to value the data and explore its potential and impact on servitization. We examine the evolving role of information technology (IT), particularly of the Internet of Things (IoT), and the role of data in the servitization journey. This research is based on a longitudinal study of a product-oriented manufacturing company’s transformation towards servitization. The engagement with the company also includes the development of an IT platform that consolidates IoT and enterprise data, which enables managers to explore new data-based insights. Our goal is to investigate the organisation and in particular cross-functional effects of data-based insights and their impact on supporting strategic decision-making. The action design research (ADR) approach is applied to unfold the servitizing activities inside the organisation and extract the lesson learned into the joint domains of servitization and information systems research. First, we argued that exploring the value of data is becoming a more complex process. Rather than having one design perspective, technical concerns, business considerations, and operational purpose must be aligned to frame the value of data to support decision-making. Second, we discuss the emerging managerial implications, especially the role of IT in the transformation. A cross-functional team is a prerequisite to exploring complex transformation projects. Thus, managers must recognise the problematic situation and bootstrap the available organisational resources. Finally, we provide empirical evidence on how scholars and practitioners can address mutual interests by applying the ADR approach to a transformation project. In summary, servitizing a product-centric manufacturing firm to have a digital services business model is a transformation involving complex social and organisational relations. This study advocates resource-based analysis as a lens and demonstrates how IT and data as heterogeneous and imperfectly mobile resources create value for a product-oriented manufacturing company. However, a critical question remains on how to manage the expanding operational condition of a servitizing organisation and its business system to sustain its competitive advantage and win the digital market. Collapse

Topics: mobile system internet of things enterprise information system enterprise resource planning smart device

Methods: action design research experiment qualitative interview longitudinal research design artifact

Theories: resource based view of the firm

RQ Labs: A Cybersecurity Workforce Skills Development Framework

2023 | Information Systems Frontiers | Citations: 1

Authors: Daniel, Clinton; Mullarkey, Matthew; Agrawal, Manish

Abstract: This research contributes to the knowledge of how Information Systems (IS) resea ... Expand

Abstract: This research contributes to the knowledge of how Information Systems (IS) researchers can iteratively intervene with practitioners to co-create instructional programs with a framework designed for fast-paced, rapidly changing IS fields such as cybersecurity. We demonstrate how complex fields, such as cybersecurity, have the need for a skilled workforce that continues to rapidly outpace supply from universities. IS researchers partnering with practitioners can use this research as an exemplar of a method to design, build, and evaluate these innovative co-curricular IS programs. Moreover, we find these co-curricular IS programs are essential to upskilling students, integrating training on the latest tools, systems, and processes in these rapidly evolving disciplines. Collapse

Topics: IT security participatory design online learning system human resource management internet of things

Methods: action design research design methodology design artifact survey qualitative interview

AI-Assisted Diagnosis of Bone Tuberculosis: A Design Science Research Approach

2023 | International Conference on Information Systems | Citations: 0

Authors: Ding, Wenwen; Hoehle, Hartmut

Abstract: Bone Tuberculosis (TB) is a significant public health challenge requiring early ... Expand

Abstract: Bone Tuberculosis (TB) is a significant public health challenge requiring early and precise diagnosis for effective treatment. Traditional methods like radiography and biopsy are invasive and costly. Our study introduces a holistic AI-assisted orthopedic clinical diagnosis system developed through an Action Design Research approach. Unlike previous efforts focused solely on algorithmic design, our system is iteratively validated with real-world clinical data, ensuring both theoretical rigor and practical applicability. By fine-tuning AI algorithms to meet actual clinical needs, we bridge the gap between technological innovation and healthcare relevance. Our research offers innovative insights into the design and evaluation of AI-assisted systems, emphasizing the role of empirical data and diverse evaluation metrics. The study is expected to have broader implications for the adoption of AI in clinical settings, offering a more comprehensive and reliable solution for bone TB diagnosis. Collapse

Topics: artificial intelligence healthcare data innovation management digital innovation

Methods: computational algorithm action design research machine learning magnetic resonance imaging longitudinal research

An Action Design Research Study on Responsible Innovation Teaching and Training for Information Systems Students

2023 | Communications of the Association for Information Systems | Citations: 0

Authors: El Idrissi, Sarah Cherki; Corbett, Jacqueline; Mellouli, Sehl

Abstract: While information systems organizations recognize the importance of incorporati ... Expand

Abstract: While information systems organizations recognize the importance of incorporating responsible innovation into their activities, they often face difficulty implementing this practice because employees lack the required knowledge and skills, particularly the capacity for reflexivity and reflection. This paper aims to accelerate responsible innovation teaching and training for information systems students to expedite the process of positive change for sustainability. Using the action design research methodology and the responsible innovation lens, we developed a workshop enabling information systems students to form measurable reflection skills. The workshop evaluation suggests that learning took place and that students are willing to adopt responsible innovation in their future workplaces. A set of design guidelines is proposed to guide further training programs to enhance students' ability to address complex challenges responsibly. This paper answers the call for more impactful information systems research to address societal and environmental challenges and enriches the literature on sustainable social development and business practices. Collapse

Topics: innovation management task complexity personality responsible artificial intelligence digital innovation

Methods: design guideline qualitative interview action design research design science qualitative coding

Scaling Sustainable Entrepreneurship for Impact: Design Knowledge for the Use of Digital Technologies

2023 | DESRIST | Citations: 0

Authors: Gebhardt, Leonhard; Hölzle, Katharina

Abstract: Digital transformation helps organisations become more efficient while increasin ... Expand

Abstract: Digital transformation helps organisations become more efficient while increasing their outreach and targeting new markets. However, it also makes the organisational design more malleable and can blur or even disrupt a firm’s boundaries. For sustainable entrepreneurs who develop business models for sustainability (BMfS), this is a Faustian bargain, as they trade independence for more potential. In this in-depth case based on action and design science research, we accompanied and evaluated the design of a BMfS with digital technologies. To evaluate for rising tensions, we looked at the relevant dynamics within the entrepreneurial firm and the digital business ecosystem. Besides a proposed solution model and its evaluation, we present design principles of contingency, re-configuration, and alliancing. This nascent design knowledge explains dynamics that occur when developing business models with digital technologies. Collapse

Topics: business model digital ecosystem digital transformation entrepreneurship information system use

Methods: design principle design science qualitative interview field study kernel theory

THE DATA COLLABORATION CANVAS: A VISUAL FRAMEWORK FOR SYSTEMATICALLY IDENTIFYING AND EVALUATING ORGANIZATIONAL DATA COLLABORATION OPPORTUNITIES

2023 | International Conference on Business Informatics | Citations: 0

Authors: Geppert, Tim; Fuoco, Alice Dal; Leikert-Boehm, Ninja; Deml, Stefan; Sturzenegger, David; Ebert, Nico

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Topics: knowledge representation open data innovation management

Methods: qualitative interview ontological modelling personal interview design science action design research