Data-Driven Business Model Innovation in Europe: Ethical Data Practices and Ecosystem Involvement.

Jukka Heikkilä

Marikka Heikkilä Jukka Heikkilä Farhan Ahmad Data-Driven Business Model Innovation in Europe: Ethical Data Practices and Ecosystem Involvement. 164 2025 13 Syst. 3 https://doi.org/10.3390/systems13030164 db/journals/systems/systems13.html#HeikkilaHA25 streams/journals/systems

Jukka Heikkilä Marikka Heikkilä Gabriel März Platforms for Smart Fairways - Enhancing Services for Autonomous Maritime Traffic and Other Emerging Uses of Territorial Sea. 1001-1009 2023 HICSS https://hdl.handle.net/10125/102753 conf/hicss/2023 db/conf/hicss/hicss2023.html#HeikkilaHM23 Nora Fteimi Marikka Heikkilä Jukka Heikkilä Topical Research Cluster of BLED Community - A Text Mining Approach. 9 2020 Bled eConference https://aisel.aisnet.org/bled2020/9 conf/bled/2020 db/conf/bled/bled2020.html#FteimiHH20

Marko Niemimaa Jonna Järveläinen Marikka Heikkilä Jukka Heikkilä Business continuity of business models: Evaluating the resilience of business models for contingencies. 208-216 2019 49 Int. J. Inf. Manag. https://doi.org/10.1016/j.ijinfomgt.2019.04.010 https://www.wikidata.org/entity/Q109285399 db/journals/ijinfoman/ijinfoman49.html#NiemimaaJHH19

Marikka Heikkilä Jukka Heikkilä Harry Bowman Olli I. Heimo Does BMI help business to succeed? 9 2019 Bled eConference https://aisel.aisnet.org/bled2019/9 conf/bled/2019 db/conf/bled/bled2019.html#HeikkilaHBH19 Jukka Heikkilä Marikka Heikkilä Global service platforms in local markets: case taxi services. 15 2019 Bled eConference https://aisel.aisnet.org/bled2019/15 conf/bled/2019 db/conf/bled/bled2019.html#HeikkilaH19

Harry Bouwman Jukka Heikkilä Marikka Heikkilä Carlo Leopold Timber Haaker Achieving agility using business model stress testing. 149-162 2018 28 Electron. Mark. 2 https://doi.org/10.1007/s12525-016-0243-0 https://www.wikidata.org/entity/Q59520369 db/journals/electronicmarkets/electronicmarkets28.html#BouwmanHHLH18

Jukka Heikkilä Marikka Heikkilä Marko Niemimaa Jonna Järveläinen Means to Survive Disruption: Business Model Innovation and Strategic Continuity Management? 3 2018 Bled eConference https://aisel.aisnet.org/bled2018/3 conf/bled/2018 db/conf/bled/bled2018.html#HeikkilaHNJ18 Jukka Heikkilä Marikka Heikkilä Innovation in Micro, Small and Medium Sized Enterprises: New Product Development, Business Model Innovation and Effectuation. 36 2017 Bled eConference http://aisel.aisnet.org/bled2017/36 conf/bled/2017 db/conf/bled/bled2017.html#HeikkilaH17 Ming Fan Jukka Heikkilä Hongxiu Li Michael J. Shaw Han Zhang 0001 Internetworked World - 15th Workshop on e-Business, WeB 2016, Dublin, Ireland, December 10, 2016, Revised Selected Papers WEB Springer 2017 Lecture Notes in Business Information Processing 296 978-3-319-69643-0 978-3-319-69644-7 https://doi.org/10.1007/978-3-319-69644-7 db/conf/web/web2016.html

Yong Liu 0010 Hongxiu Li Xiaoyu Xu Vassilis Kostakos Jukka Heikkilä Modeling consumer switching behavior in social network games by exploring consumer cognitive dissonance and change experience. 801-820 2016 116 Ind. Manag. Data Syst. 4 https://doi.org/10.1108/IMDS-05-2015-0170 db/journals/imds/imds116.html#LiuLXKH16

Marikka Heikkilä Harry Bouwman Jukka Heikkilä Sam Solaimani Wil Janssen Business model metrics: an open repository. 337-366 2016 14 Inf. Syst. E Bus. Manag. 2 https://doi.org/10.1007/s10257-015-0286-3 db/journals/isem/isem14.html#HeikkilaBHSJ16

Marikka Heikkilä Harry Bouwman Jukka Heikkilä Timber Haaker Carolina López-Nicolás Angelika Riedl Business Model Innovation Paths and Tools. 6 2016 Bled eConference http://aisel.aisnet.org/bled2016/6 conf/bled/2016 db/conf/bled/bled2016.html#HeikkilaBHHLR16 Tomi Dahlberg Tiina Nokkala Jukka Heikkilä Marikka Heikkilä Data Federation with a Governance of Data Framework Artifact as the FederationTool - Case on Clinical Breast Cancer Treatment Data. 31-42 2016 EJC https://doi.org/10.3233/978-1-61499-720-7-31 conf/ejc/2016 db/conf/ejc/ejc2016.html#DahlbergNHH16

Hongxiu Li Yong Liu 0010 Xiaoyu Xu Jukka Heikkilä Hans van der Heijden Modeling hedonic is continuance through the uses and gratifications theory: An empirical study in online games. 261-272 2015 48 Comput. Hum. Behav. https://doi.org/10.1016/j.chb.2015.01.053 db/journals/chb/chb48.html#LiLXHH15

Jukka Heikkilä Marikka Heikkilä Harry Bowman Business Modelling Agility: Turning ideas into business. 22 2015 Bled eConference http://aisel.aisnet.org/bled2015/22 conf/bled/2015 db/conf/bled/bled2015.html#HeikkilaHB15

Anna Rohunen Jouni Markkula Marikka Heikkilä Jukka Heikkilä Open Traffic Data for Future Service Innovation - Addressing the Privacy Challenges of Driving Data. 71-89 2014 9 J. Theor. Appl. Electron. Commer. Res. 3 https://doi.org/10.4067/s0718-18762014000300007 db/journals/jtaer/jtaer9.html#RohunenMHH14

Hongxiu Li Yong Liu 0010 Jukka Heikkilä Understanding the Factors Driving NFC-Enabled Mobile Payment Adoption: an Empirical Investigation. 231 2014 PACIS http://aisel.aisnet.org/pacis2014/231 conf/pacis/2014 db/conf/pacis/pacis2014.html#LiLH14 Xiaoyu Xu Hongxiu Li Jukka Heikkilä Understanding Individuals' Switching of eService: An Empirical Study of Social Network Games Switching Intentions in China. 85-96 2013 ICEC (Selected Papers) https://doi.org/10.1007/978-3-642-39808-7_8 conf/ACMicec/2013lnbip db/conf/ACMicec/icec2013lnbip.html#XuLH13 Marikka Heikkilä Jukka Heikkilä Collaborative Business Model Innovation Process for Networked Services. 133-147 2013 ICEC (Selected Papers) https://doi.org/10.1007/978-3-642-39808-7_12 conf/ACMicec/2013lnbip db/conf/ACMicec/icec2013lnbip.html#HeikkilaH13 Xiaoyu Xu Hongxiu Li Jukka Heikkilä Yong Liu 0010 Exploring Individuals' Switching Behaviour: An Empirical Investigation in Social Network Games in China. 34 2013 Bled eConference http://aisel.aisnet.org/bled2013/34 conf/bled/2013 db/conf/bled/bled2013.html#XuLHL13 Hongxiu Li Yong Liu 0010 Xiaoyu Xu Jukka Heikkilä Please stay with me! An empirical investigation on hedonic IS continuance model for social network games. 2013 ICIS http://aisel.aisnet.org/icis2013/proceedings/HumanBehavior/19 conf/icis/2013 db/conf/icis/icis2013.html#LiLXH13 Ville Seppänen Jukka Heikkilä Katja Liimatainen Key Issues in EA-Implementation: Case Study of Two Finnish Government Agencies. 114-120 2009 CEC https://doi.org/10.1109/CEC.2009.70 https://doi.ieeecomputersociety.org/10.1109/CEC.2009.70 conf/wecwis/2009 db/conf/wecwis/cec2009.html#SeppanenHL09 Jukka Heikkilä Marikka Heikkilä Jari Lehmonen Joint Development of Novel Business Models. 433-453 2004 conf/i3e/2004 I3E db/conf/i3e/i3e2004.html#HeikkilaHL04 https://doi.org/10.1007/1-4020-8155-3_24 https://www.wikidata.org/entity/Q109594146 Jukka Heikkilä Hannu Vahtera Pekka Reijonen Taking Organizational Implementation Seriously: The Case of IOS Implementation. 181-198 2003 Diffusion and Adoption of Networked Information Technologies https://doi.org/10.1007/1-4020-7862-5_11 conf/ifip8-6/2003 db/conf/ifip8-6/ifip8-6-2003.html#HeikkilaVR03 Antti Aarnio Aki Enkenberg Jukka Heikkilä Sanna Hirvola Adoption and Use of Mobile Services: Empirical Evidence from a Finnish Survey. 87 2002 conf/hicss/2002 HICSS https://doi.org/10.1109/HICSS.2002.994013 https://doi.ieeecomputersociety.org/10.1109/HICSS.2002.994013 db/conf/hicss/hicss2002.html#AarnioEHH02 Samuli Pekkola Jukka Heikkilä Virpi Kristiina Tuunainen Launching Multi-modal Interaction on an EC-Site. 171 2002 conf/hicss/2002 HICSS https://doi.org/10.1109/HICSS.2002.994151 https://doi.ieeecomputersociety.org/10.1109/HICSS.2002.994151 db/conf/hicss/hicss2002.html#PekkolaHT02 Lauri Frank Jukka Heikkilä Diffusion Models in Analysing Emerging Technology-Based Services. 657-668 2001 conf/i3e/2001 I3E db/conf/i3e/i3e2001.html#FrankH01 https://doi.org/10.1007/0-306-47009-8_48

Jukka Heikkilä Jukka Kallio Timo Saarinen Heli Salmi Virpi Kristiina Tuunainen Entrepreneurial Opportunities Created by Electronic Grocery Shopping. 2000 10 Electron. Mark. 1 https://doi.org/10.1080/10196780050033926 db/journals/electronicmarkets/electronicmarkets10.html#HeikkilaeKSST00 2-10

Jukka Heikkilä Jukka Kallio Timo Saarinen Virpi Kristiina Tuunainen EC of groceries for elderly and disabled: A comparison of alternative service models. 389-402 1999 12 Inf. Technol. People 4 https://doi.org/10.1108/09593849910301649 db/journals/itp/itp12.html#HeikkilaKST99

Jukka Heikkilä Jukka Kallio Timo Saarinen Heli Salmi Virpi Kristiina Tuunainen Electronic Grocery Shopping - any Business Opportunities for Entrepreneurs. 784-790 1999 ECIS conf/ecis/1999 db/conf/ecis/ecis1999.html#HeikkilaKSST99

Jukka Heikkilä Jukka Kallio Timo Saarinen Virpi Kristiina Tuunainen Analysis of Expectations of Electronic Grocery Shopping for Potential Customer Segments. 1998 6 Australas. J. Inf. Syst. 1 http://journal.acs.org.au/index.php/ajis/article/view/329 db/journals/ajis/ajis6.html#HeikkilaKST98

Jukka Heikkilä Jukka Kallio Timo Saarinen Virpi Kristiina Tuunainen Grocery Shopping for the Elderly and Disabled: Finnish EC Experiments. 1998 8 Electron. Mark. 2 https://doi.org/10.1080/10196789800000019 db/journals/electronicmarkets/electronicmarkets8.html#HeikkilaeKST98 17-19

Jukka Heikkilä Jukka Kallio Timo Saarinen Virpi Kristiina Tuunainen Diffusion of electronic grocery shopping: expectations of current suppliers and potential service providers in Finland. 218-232 1998 ECIS conf/ecis/1998 db/conf/ecis/ecis1998.html#HeikkilaKST98 Sami Kettunen Jukka Heikkilä Kalle Lyytinen Beyond strategic planning of information technology: the use of scenarios in turbulent environments. 408-421 1998 ECIS conf/ecis/1998 db/conf/ecis/ecis1998.html#KettunenHL98

Jukka Heikkilä Euc Chargeback Systems and their impacts on End User Behavior. 4 1989 1 Scand. J. Inf. Syst. 1 http://aisel.aisnet.org/sjis/vol1/iss1/4 db/journals/sjis/sjis1.html#Heikkila89

Markku Sääksjärvi Jukka Heikkilä Timo Saarinen The dual role of information centers: An assessment of end user computing management strategies. 69-78 1988 15 Inf. Manag. 1 https://doi.org/10.1016/0378-7206(88)90031-6 db/journals/iam/iam15.html#SaaksjarviHS88

Antti Aarnio Farhan Ahmad Harry BouwmanHarry Bowman Tomi Dahlberg Aki Enkenberg Ming Fan Lauri Frank Timber Haaker Hans van der Heijden Marikka Heikkilä Olli I. Heimo Sanna Hirvola Wil Janssen Jonna Järveläinen Jukka Kallio Sami Kettunen Vassilis Kostakos Jari Lehmonen Carlo Leopold Hongxiu Li Katja Liimatainen Yong Liu 0010 Carolina López-Nicolás Kalle Lyytinen Jouni Markkula Gabriel März Nora NahrNora Fteimi Marko Niemimaa Tiina Nokkala Samuli Pekkola Pekka Reijonen Angelika Riedl Anna Rohunen Markku Sääksjärvi Timo Saarinen Heli Salmi Ville Seppänen Michael J. Shaw Sam Solaimani Virpi Kristiina Tuunainen Hannu Vahtera Xiaoyu Xu Han Zhang 0001