Engineering digital motivation in businesses: a modelling and analysis framework
Tóm tắt
Digital motivation refers to the use of software-based solutions to change, enhance, or maintain people’s attitude and behaviour towards specific tasks, policies, and regulations. Gamification, persuasive technology, and entertainment computing are example strands of such a paradigm. Digital motivation has unique properties which necessitate careful consideration of its analysis design methods. This stems from the strong human factor involvement, and if it is not implemented effectively, it can result in digital motivation being perceived negatively or leading to reduced motivation. The emerging literature on the topic includes approaches for creating digital motivation solutions. However, their primary focus is on specifying its operation, for example, the design of feedback, rewards and levels. In this paper, we propose a novel modelling language which enables capturing digital motivation as an integral part of the organisational and social structure of a business, captured via goal models. We also demonstrate how modelling of motivational techniques at this level, the goal level, enables a more powerful analysis that informs the introduction, design and management of digital motivation. Finally, we evaluate the language and its analysis using different perspectives and quality measures and report the results.
Tài liệu tham khảo
Algashami A, Cham S, Vuillier L, Stefanidis A, Phalp K, Ali R (2018) Conceptualising gamification risks to teamwork within enterprise. In: Lecture notes in business information processing. Springer, pp 105–120. https://doi.org/10.1007/978-3-030-02302-7_7
Algashami A, Shahri A, McAlaney J, Taylor J, Phalp K, Ali R (2017) Strategies and design principles to minimize negative side-effects of digital motivation on teamwork. In: Persuasive technology: development and implementation of personalized technologies to change attitudes and behaviors. Springer, pp 267–278. https://doi.org/10.1007/978-3-319-55134-0_21
Algashami A, Vuillier L, Alrobai A, Phalp K, Ali R (2019) Gamification risks to enterprise teamwork: taxonomy, management strategies and modalities of application. Systems 7(1):9. https://doi.org/10.3390/systems7010009
Allweyer T (2016) BPMN 2.0: introduction to the standard for business process modeling. BoD–Books on Demand, Norderstedt
Arrasvuori J, Boberg M, Holopainen J, Korhonen H, Lucero A, Montola M (2011) Applying the PLEX framework in designing for playfulness. In: Proceedings of the 2011 conference on designing pleasurable products and interfaces. ACM, p 24
Barrick MR, Mount MK (1991) The big five personality dimensions and job performance: a meta-analysis. Pers Psychol 44(1):1–26
Barua D, Kay J, Kummerfeld B, Paris C (2014) Modelling long term goals. In: International conference on user modeling, adaptation, and personalization. Springer, pp 1–12
Beckers K, Pape S (2016) A serious game for eliciting social engineering security requirements. In: 2016 IEEE 24th international requirements engineering conference (RE). IEEE. https://doi.org/10.1109/re.2016.39
Bentley T, Johnston L, von Baggo K (2002) Putting some emotion into requirements engineering. In: Proceedings of the 7th Australian workshop on requirements engineering, pp 227–244
Brito J, Vieira V, Duran A (2015) Towards a framework for gamification design on crowdsourcing systems: the game approach. In: 2015 12th international conference on information technology-new generations (ITNG). IEEE, pp 445–450
Brown R (1988) Group processes: dynamics within and between groups. Basil Blackwell, Oxford
Burke B (2016) Gamify: how gamification motivates people to do extraordinary things. Routledge, London
Červenka R, Trenčanskỳ I, Calisti M, Greenwood D (2004) Aml: agent modeling language toward industry-grade agent-based modeling. In: International workshop on agent-oriented software engineering. Springer, pp 31–46
Colomo-Palacios R, Hernández-López A, García-Crespo Á, Soto-Acosta P (2010) A study of emotions in requirements engineering. In: Organizational, business, and technological aspects of the knowledge society. Springer, Berlin, pp 1–7. https://doi.org/10.1007/978-3-642-16324-1_1
Deterding S, Dixon D, Khaled R, Nacke L (2011) From game design elements to gamefulness: defining gamification. In: 15th international academic mindtrek conference: envisioning future media environments, pp 9–15
Fogg BJ (2002) Persuasive technology: using computers to change what we think and do. Ubiquity. https://dl.acm.org/citation.cfm?id=763957
Franken RE (2007) Human motivation, 6th edn. Thomson Wadsworth, Stamford
Ghanavati S, Amyot D, Peyton L (2007) Towards a framework for tracking legal compliance in healthcare. In: CAISE. Springer, pp 218–232
Herzig P, Ameling M, Wolf B, Schill A (2015) Implementing gamification: requirements and gamification platforms. In: Gamification in education and business. Springer, pp 431–450
Herzig P, Jugel K, Momm C, Ameling M, Schill A (2013) GaML-a modeling language for gamification. In: Proceedings of the 2013 IEEE/ACM 6th international conference on utility and cloud computing. IEEE Computer Society
Hofstede G (1984) Cultural dimensions in management and planning. Asia Pac J Manag 1(2):81–99
Höst M, Regnell B, Wohlin C (2000) Using students as subjects–a comparative study of students and professionals in lead-time impact assessment. Empir Softw Eng 5(3):201–214
Kapp KM (2012) The gamification of learning and instruction: game-based methods and strategies for training and education. Wiley, Hoboken
Kast FE, Rosenzweig JE (1988) Organization and management: a systems and contingency approach. McGraw-Hill
Lister C, West JH, Cannon B, Sax T, Brodegard D (2014) Just a fad? Gamification in health and fitness apps. JMIR Serious Games 2:e9
Locke EA, Latham GP (1990) A theory of goal setting and task performance. Prentice-Hall Inc, Englewood Cliffs
Lombriser P, Dalpiaz F, Lucassen G, Brinkkemper S (2016) Gamified requirements engineering: model and experimentation. In: Requirements engineering: foundation for software quality. Springer, pp 171–187. https://doi.org/10.1007/978-3-319-30282-9_12
Malone TW (1982) Heuristics for designing enjoyable user interfaces. In: Proceedings of the 1982 conference on Human factors in computing systems—CHI’82. ACM Press. https://doi.org/10.1145/800049.801756
Mauricio RD, Veado L, Moreira RT, Figueiredo E, Costa H (2017) A systematic mapping study on game-related methods for software engineering education. Inf Softw Technol 95:201–218
Miller WR, Rollnick S (2012) Motivational interviewing: helping people change. Guilford press, New York
Mitchell TR (1982) Motivation: new directions for theory, research, and practice. Acad Manag Rev 7(1):80–88
Molden DC, Lee AY, Higgins ET (2008) Motivations for promotion and prevention. Handbook of motivation science, pp 169–187
Moody DL, Sindre G, Brasethvik T, Sølvberg A (2002) Evaluating the quality of process models: empirical testing of a quality framework. In: International conference on conceptual modeling. Springer, pp 380–396
Morschheuser B, Hassan L, Werder K, Hamari J (2017) How to design gamification? A method for engineering gamified software. Inf Softw Technol 95:219–237
Morschheuser B, Hassan L, Werder K, Hamari J (2018) How to design gamification? A method for engineering gamified software. Inf Softw Technol 95:219–237. https://doi.org/10.1016/j.infsof.2017.10.015
Mouratidis H, Giorgini P, Manson G (2003) Integrating security and systems engineering: towards the modelling of secure information systems. In: CAISE
Pedreira O, García F, Brisaboa N, Piattini M (2015) Gamification in software engineering—a systematic mapping. Inf Softw Technol 57:157–168. https://doi.org/10.1016/j.infsof.2014.08.007
Picard RW (2010) Affective computing: from laughter to IEEE. IEEE Trans Affect Comput 1(1):11–17. https://doi.org/10.1109/t-affc.2010.10
Piras L, Giorgini P, Mylopoulos J (2016) Acceptance requirements and their gamification solutions. In: 2016 IEEE 24th international requirements engineering conference (RE). IEEE. https://doi.org/10.1109/re.2016.43
Pløhn T, Aalberg T (2015) Using gamification to motivate smoking cessation. In: GBL. Academic Conferences International Limited, p 431
Ramos I, Berry DM (2005) Is emotion relevant to requirements engineering? Requir Eng 10(3):238–242. https://doi.org/10.1007/s00766-005-0014-5
Robson K, Plangger K, Kietzmann JH, McCarthy I, Pitt L (2015) Is it all a game? Understanding the principles of gamification. Bus Horiz 58(4):411–420
Schwartz SH (1994) Beyond individualism/collectivism: new cultural dimensions of values. In: Kim U, Triandis HC, Kagitcibasi C, Choi S-C, Yoon G (eds) Individualism and collectivism: theory, methods and applications. Sage, London, pp 85–119
Shahri A (2017) Engineering motivation requirements in business information systems. Ph.D. thesis, Bournemouth University. http://eprints.bournemouth.ac.uk/29960/. Accessed 15 Apr 2019
Shahri A, Hosseini M, Almaliki M, Phalp KT, Taylor J, Ali R (2016) Engineering software-based motivation: a persona-based approach. In: RCIS. IEEE
Shahri A, Hosseini M, Phalp K, Taylor J, Ali R (2014) Towards a code of ethics for gamification at enterprise. In: PoEM. Springer
Shahri A, Hosseini M, Phalp K, Taylor J, Ali R (2016) Exploring and conceptualising software-based motivation within enterprise. In: PoEM
Shahri A, Hosseini M, Phalp KT, Ali R (2015) Motivation as a supplementary requirement. In: REFSQ, poster and demo track
Sutcliffe A (2011) Emotional requirements engineering. In: 2011 IEEE 19th international requirements engineering conference. IEEE. https://doi.org/10.1109/re.2011.6051680
Svahnberg M, Aurum A, Wohlin C (2008) Using students as subjects-an empirical evaluation. In: Proceedings of the second ACM-IEEE international symposium on empirical software engineering and measurement. ACM, pp 288–290
Thew S, Sutcliffe A (2008) Investigating the role of soft issues in the RE process. In: 2008 16th IEEE international requirements engineering conference. IEEE. https://doi.org/10.1109/re.2008.35
Thielscher M (2010) A general game description language for incomplete information games. In: AAAI, vol 10. Citeseer, pp 994–999
Unkelos-Shpigel N, Hadar I (2015) Inviting everyone to play: gamifying collaborative requirements engineering. In: 2015 IEEE fifth international workshop on empirical requirements engineering (EmpiRE). IEEE. https://doi.org/10.1109/empire.2015.7431301
Valente L, Feijó B, do Prado Leite JCS (2015) Mapping quality requirements for pervasive mobile games. Requir Eng 22(1):137–165. https://doi.org/10.1007/s00766-015-0238-y
Whitton N (2014) Digital games and learning: research and theory. Routledge, London
Yee N (2006) The demographics, motivations, and derived experiences of users of massively multi-user online graphical environments. Presence Teleoperators Virtual Environ 15(3):309–329
Yu ES (1997) Towards modelling and reasoning support for early-phase requirements engineering. In: Proceedings of the third IEEE international symposium on requirements engineering, 1997. IEEE, pp 226–235