Publications

2023

Journal articles

Aerts, Ria; Pikkarainen, Minna; Xu, Yueqiang; Andersson, Svante, 2023. Overcoming hospital resistance in an international innovation co-creation. Technological forecasting and social change, 187, 122195, DOI: 10.1016/j.techfore.2022.122195

Ahokangas, Petri, 2023. Hexa-X/6G as a general technology platform for business model innovation. Journal of business models, 11, 3, 51-56, DOI: https://doi.org/10.54337/jbm.v11i3.8122

Ahokangas, Petri; Gisca, Oxana; Matinmikko-Blue, Marja; Yrjölä, Seppo; Gordon, Jillian, 2023. Toward an integrated framework for developing European 6G innovation. Telecommunications policy, 47, 9, 102641, DOI: 10.1016/j.telpol.2023.102641

Ahokangas, Petri; Matinmikko-Blue, Marja; Yrjölä, Seppo, 2023. Envisioning for a Future-Proof Global 6G from Business, Regulation, and Technology Perspectives. IEEE communications magazine, 61, 2, 72-78, DOI: 10.1109/mcom.001.2200310

Frondelius, Tuomas; Atkova, Irina; Miettunen, Jouko; Rello, Jordi; Vesty, Gillian; Chew, Han Shi Jocelyn; Jansson, Miia, 2023. Early prediction of ventilator-associated pneumonia with machine learning models: A systematic review and meta-analysis of prediction model performance. European journal of internal medicine, DOI: 10.1016/j.ejim.2023.11.009

Galkina, Tamara; Atkova, Irina; Gabrielsson, Peter, 2023. Business modeling under adversity: Resilience in international firms. Strategic entrepreneurship journal, 17, 4, 802-829, DOI: 10.1002/sej.1474

Galkina, Tamara; Atkova, Irina; Ciulli, Francesca, 2023. Networks of internationalizing digital platforms in physical place and digital space Global strategy journal, 13, 4, 774-804, DOI: 10.1002/gsj.1495

Gisca, Oxana; Matinmikko-Blue, Marja; Ahokangas, Petri; Yrjölä, Seppo; Gordon, Jillian, 2023.  Regulatory challenges and implications of the European electronic communications code (EECC) for local mobile communication network business. Telecommunications policy, 47, 10, 102651, DOI: 10.1016/j.telpol.2023.102651

Hatami, Akram; Hermes, Jan; Keränen, Anne; Ulkuniemi, Pauliina, 2023. Happiness management through corporate volunteering in advancing CSR. Management decision, DOI: 10.1108/md-11-2022-1560

Hatami, Akram; Hermes, Jan; Keränen, Anne; Ulkuniemi, Pauliina, 2023.  Creating Social Sustainability Through Distributing Leadership and Co-Responsibility in Corporate Volunteering. South asian journal of business and management cases, 12, 1, 81-96, DOI: 10.1177/22779779231154648

Jansson, Miia; Similä, Heidi; Harjumaa, Marja; Koivisto, Jonna; Haljas, Kadri; Lind, Markus; Laitala, Riitta; Puhto, Ari-Pekka; Pikkarainen, Minna, 2023. Co-design of a digital solution for total hip and knee arthroplasty journey: a case study. Finnish Journal of eHealth and eWelfare, 15, 4, 470-483, DOI: 10.23996/fjhw.131314

Jansson, Miia; Kääriäinen, Maria; Vesty, Gillian; Pikkarainen, Minna, 2023. Towards digital counselling in primary care management of symptomatic knee osteoarthritis: a qualitative descriptive study in Finnish primary care. Finnish Journal of eHealth and eWelfare, 15, 3, 247-258, DOI: 10.23996/fjhw.123000

Jansson, Miia; Liedes, Hilkka; Vuorinen, Anna-Leena; Harjumaa, Marja; Similä, Heidi; Koivisto, Jonna; Puhto, Ari-Pekka; Vesty, Gillian; He, Hong-Gu; Pikkarainen, Minna, 2023. Short-term effects of a digital patient journey solution on patient-reported outcomes and health care utilization in arthroplasty: a pragmatic randomized controlled trial. Finnish Journal of eHealth and eWelfare, 15, 3, 305-321, DOI: 10.23996/fjhw.124750

Keränen, Anne; Malmi, Karoliina; Nätti, Satu; Ulkuniemi, Pauliina, 2023. Developing identity of conscientious business-to-business organizations through integrative leadership. Industrial marketing management, 109, 188-203, DOI: 10.1016/j.indmarman.2023.01.007

Kääriäinen, Jukka; Perätalo, Sari; Saari, Leila; Koivumäki, Timo; Tihinen, Maarit, 2023.  Supporting the digital transformation of SMEs — trained digital evangelists facilitating the positioning phase. International journal of information systems and project management, 11, 1, 5-27, DOI: 10.12821/ijispm110101

Matinmikko-Blue, Marja; Yrjölä, Seppo; Ahokangas, Petri, 2023. Multi-perspective approach for developing sustainable 6G mobile communications. Telecommunications Policy, 47.  DOI: 10.1016/j.telpol.2023.102640

Matinmikko-Blue, Marja; Yrjölä, Seppo; Ahokangas, Petri, 2023. Spectrum Management for Local Mobile Communication Networks. IEEE communications magazine, 61, 7, 60-66, DOI: 10.1109/mcom.001.2200455

Mohamed, Mahmoud; Ahokangas, Petri; Pikkarainen, Minna, 2023. Complementors’ coopetition-based business models in multiplatform ecosystems. Special Issue: Selected Papers from Business Model Conference 2022, Journal of business models, 11, 1, 68-77, DOI: 10.54337/jbm.v11i1.7199

Moqaddamerad, Sara; Ali, Murad, 2023. Strategic foresight and business model innovation: The sequential mediating role of sensemaking and learning. Technological Forecasting and Social Change, Volume 200, March 2024, 123095, DOI https://doi.org/10.1016/j.techfore.2023.123095

Perätalo, Sari; Ahokangas, Petri; Iivari, Marika, 2023.  Smart city business model approach: the role of opportunities, values, and advantages. Innovation: the European journal of social science research, 1-25, DOI: 10.1080/13511610.2023.2286439

Toh, Zheng An; Cheng, Ling Jie; Wu, Xi Vivien; De Silva, Deidre Anne; Oh, Hui Xian; Ng, Si Xian; He, Hong-Gu; Pikkarainen, Minna, 2023. Positive airway pressure therapy for post-stroke sleep disordered breathing: a systematic review, meta-analysis and meta-regression. European respiratory review, 32, 22016, DOI: 10.1183/16000617.0169-2022

Troise, Ciro; Battisti, Enrico; Christofi, Michael; van Vulpen, Nina Jorien; Tarba, Shlomo, 2023. How Can SMEs Use Crowdfunding Platforms to Internationalize? The Role of Equity and Reward Crowdfunding Management international review, 63, 117-159, DOI: 10.1007/s11575-022-00493-y

Articles in conference proceedings and books 

Aagaard, Annabeth; Ahokangas, Petri; Iivari, Marika; Atkova, Irina; Yrjölä, Seppo; Matinmikko-Blue, Marja, 2023. Value Creation and Services in Mobile Communications. In: The Changing World of Mobile Communications: 5G, 6G and the Future of Digital Services, 113-136, DOI: 10.1007/978-3-031-33191-6_5

Ahokangas, Petri; Aagaard, Annabeth, 2023. Introduction to the Book. In: Ahokangas, Petri; Aagaard, Annabeth, 2023. The Changing World of Mobile Communications: 5G, 6G and the Future of Digital Services, 3-11, DOI: 10.1007/978-3-031-33191-6_1

Ahokangas, Petri; Aagaard, Annabeth; Atkova, Irina; Yrjölä, Seppo; Matinmikko-Blue, Marja, 2023. Business Models in 5G/6G Mobile Communications. In: Ahokangas, Petri; Aagaard, Annabeth, The Changing World of Mobile Communications: 5G, 6G and the Future of Digital Services, 137-165, DOI: 10.1007/978-3-031-33191-6_6

Ahokangas, Petri; Aagaard, Annabeth; Yrjölä, Seppo; Matinmikko-Blue, Marja; Timmers, Paul; Serentschy, Georg; Gordon, Jillian; Atkova, Irina; Hurmelinna-Laukkanen, Pia; Arslan, Ahmad; Iivari, Marika; Gisca, Oxana, 2023.   Opportunities and Implications Related to Future Mobile Communications. In: Ahokangas, Petri; Aagaard, Annabeth, The Changing World of Mobile Communications: 5G, 6G and the Future of Digital Services, 307-321, DOI: 10.1007/978-3-031-33191-6_12

Gisca, Oxana; Matinmikko-Blue, Marja; Ahokangas, Petri; Yrjölä, Seppo; Gordon, Jillian, 2023. Local 5G/6G Network Business in Europe: Regulatory Analysis and Legitimacy Considerations. In: The Changing World of Mobile Communications: 5G, 6G and the Future of Digital Services, 185-220, DOI: 10.1007/978-3-031-33191-6_8

Mohamed, Mahmoud; Ahokangas, Petri; Pikkarainen, Minna, 2023. Tensions of coopetition and integration into the multiplatform ecosystems in digital care, 1923. In: Marinova, Svetla T.; Marinov, Marin A., Reconfiguration of Business Models and Ecosystems: Decoupling and Resilience, 131-162, DOI: 10.4324/9781003326731-9

Yrjölä, Seppo; Ahokangas, Petri; Matinmikko-Blue, Marja, 2023. Future Scenarios and Anticipated Impacts of 6G. In: Ahokangas, Petri; Aagaard, Annabeth, The Changing World of Mobile Communications: 5G, 6G and the Future of Digital Services, 45-92, DOI: 10.1007/978-3-031-33191-6_3

Yrjölä, Seppo; Matinmikko-Blue, Marja; Ahokangas, Petri, 2023. A View to Beyond 6G. In: Ahokangas, Petri; Aagaard, Annabeth, The Changing World of Mobile Communications: 5G, 6G and the Future of Digital Services, 285-306, DOI: 10.1007/978-3-031-33191-6_11

Yrjölä, Seppo; Matinmikko-Blue, Marja; Ahokangas, Petri, 2023. The Evolution of Mobile Communications. In: Ahokangas, Petri; Aagaard, Annabeth, The Changing World of Mobile Communications: 5G, 6G and the Future of Digital Services, 13-43, DOI: 10.1007/978-3-031-33191-6_2

Conference and workshop papers 

Aman, Raushan; Elo, Maria, 2023. The societal impact of migrant woman’s business: Evidence from Finland, Institute for Small Business and Entrepreneurship Conference (ISBE), Aston University, Birmingham, the UK, 8-10 November 2023.

Aman, Raushan; Elo, Maria; Ahokangas, Petri; Zhang, Xiaotian, 2023. From Female Brain Waste to Inclusive Ecosystems, the 20th Annual IMISCOE Conference – Migration and Inequalities. In search of answers and solutions, Warsaw, Poland, 3-6 July 2023.

Aman, Raushan; Elo, Maria; Ahokangas, Petri; Zhang, Xiaotian, 2023. The Role of entrepreneurial ecosystems in fostering immigrant female entrepreneurship, the 20th Annual IMISCOE Conference – Migration and Inequalities. In search of answers and solutions, Warsaw, Poland, 3-6 July 2023.

Atkova, Irina; Aagaard, A.; Ahokangas, Petri, 2023. Four archetypes of resilient, sustainable business models. Business Model Conference 2023 on 7-8 June in Forli, Italy.

Atkova Irina; Jansson Miia; Ahokangas, Petri; Härkönen, H.; Vesty, G., 2023. Automate or not to automate? Finding a balance in the use of AI. EURAM 2023 Conference, June 14-16, 2023, Dublin, Ireland.

Firoozi, N.; Hatami, Akram; Keränen, Anne, 2023. Deconstructing leadership discourse to make it accessible to all: enhancing systems thinking in leadership. Conference paper and presentation. 21st Studying leadership conference. Demark, Copenhagen, 2023.  

Gisca, Oxana; Matinmikko-Blue, Marja; Ahokangas, Petri; Gordon, Jillian; Yrjölä, Seppo, 2023. A regulatory perspective on local mobile communication network business in Europe: legitimacy considerations. In:    Ralf Flohr, Jan B. Weiland, 32nd European Conference of the International Telecommunications Society (ITS): "Realising the digital decade in the European Union – Easier said than done?", Madrid, Spain, 19th - 20th June 2023, 277966.

Gisca, Oxana; Zhang, Julia; Ahokangas, Petri; Koivumäki, Timo; Turcan, Romeo, 2023. Human-AI centricity and data: Legitimacy challenges.  Legitimation of Newness and EU Agenda for Change, Copenhagen, Denmark, 2023.

Gisca, Oxana; Zhang, Julia; Dehkordi Sadeghian, Rashid; Ahokangas, Petri; Koivumäki, Timo, 2023. Legitimation and legitimacy in business model and ecosystem innovation context:  technology, regulatory and business as legitimation domains. Legitimation of Newness and EU Agenda for Change, Copenhagen, Denmark, 2023.

Glinska-Newes, Aldona Joanne; Lewicka, Dagmara;  Glinka, Beata; Keränen, Anne; Fu, Yusheng , 2023. Shaping Employee Green Initiative. The Role of Corporate Entrepreneurship Climate. Peer reviewed conference proceedings. Academy of Management Annual Meeting, Boston, USA.

Gomes, Julius Francis; Kemppainen, Laura; Pikkarainen, Minna; Koivumäki, Timo; Ahokangas, Petri, 2023. The mutual effects of business ecosystems and SME business models in Connected Health. EURAM 2023 Conference, June 14-16, 2023, Dublin, Ireland.

Falcão, P.Q. R.; Aman, Raushan; Cruz, E.P.; Cunha, V. B., 2023. Brazilian migrant women entrepreneurs in Northern Europe: characteristics, challenges, and opportunities, Migrant Entrepreneurship: State of the art and Perspectives Conference, Sorbonne University, Paris, France, 5-6 June, 2023.

Falcão P.Q. R.; Cruz, E.P.; Aman, Raushan; Elo, Maria, 2023. Dekassegui circular migration from Brazil to Japan, 9th International Community, Work & Family Conference, Rio de Janeiro, Brazil, 15-17 June 2023.

Hatami, Akram; Keränen, Anne, 2023. NGO perspective to Corporate Volunteering: interests of collaborating with companies. Responsible Business Research Seminar 2023. Finland, Tampere. 

Heikkinen, Mervi; Keränen, Anne; Pitkäaho, Satu; Ruddock, Minna; Aalto, Sirpa; Manninen, Aki; Häggman, Hely; Soini-Kivari, Minna; Metso, Antero; Huttunen, Heidi, 2023. Accelerating responsible conduct of research in a multidisciplinary research community. Peer reviewed Proceeding. ENRIO Congress on Research Integrity Practice. Helsinki, Finland.

Iivari, Marika; Koivumäki, Timo, 2023. Personal data and analytics as drivers of broadcasting industry transformation. Proceedings IFKAD 2023, Matera, Italy 7-9 June 2023: Managing Knowledge for Sustainability, Proceedings IFKAD, 992-1006.

Ivanova-Gongne, M.; Elo, Maria; Shaymardanov, M.; Aman, Raushan; Barner-Rasmussen, W., 2023. Linguistic identities of female migrant talent in professional and entrepreneurship context, 27th McGill International Entrepreneurship Conference - Resilience of International Entrepreneurship in Times of Turbulence, Linnaeus University, Kalmar campus, Sweden, August 30–September 1, 2023.

Keränen, Anne; Malmi, K.; Nätti, Satu; Ulkuniemi, Pauliina, 2023. Managing business relationships in conscientious organization through responsible integrative practices. IMP conference, UK, Manchester, 2023. 

Mohamed, Mahmoud; Ahokangas, Petri, 2023. Multiplatform Coopetition in highly regulated fields: a case study of entrant platform entry into healthcare. R&D Management conference, 2023, 19-21 June 2023, Sevilla, Spain.

Mohamed, Mahmoud; Ahokangas, Petri; Pikkarainen, Minna, 2023. Multiplatform Coopetition as a New Market Entry Strategy. R&D Management Conference. Seville, Spain, 2023.

Mohamed, Mahmoud; Ahokangas, Petri; Pikkarainen, Minna, 2023. The emergence of multiplatform ecosystems in highly regulated industries: a case study for digital platform entry into healthcare. Strategic Management Conference. Toronto, Canada.

Sadeghian Dekhordi, Rashid; Ahokangas, Petri; Evers, N., Sorvisto, M., 2023. Business model design for electric commercial vehicles - An ecosystemic perspective. Business Model Conference 2023 on 7-8 June in Forli, Italy.

Sadeghian Dehkordi, Rashid; Ahokangas, Petri; Yrjölä, Seppo; Evers, N.; Sorvisto, M., 2023). Legitimacy challenges of connected, autonomous electric vehicles, and connectivity solutions. LNETN Conference, 22-24 June, 2023, Copenhagen.

Savolainen, S.; Ahokangas, Petri; Hirvonen-Kantola, Sari, 2023. Business Ecosystem Development in the Oulu Region – Influence of Public Financing for International Support Services and Export Development. 62nd ERSA 2023 conference August 28-September 1, 2023, Alicante, Spain.

Wang, Fan; Gomes, Julius; Ahokangas, Petri, 2023. Building trustworthiness for MyData digital healthcare ecosystem. European Academy of Management (EURAM), EURAM conference, 2023.

Wang, Fan; Karppinen, Pasi; Ahokangas, Petri, 2023. Exploring factors influencing actor engagement in MyData health platform: A case study from Finland. Pacific Asia Conference on Information Systems, Nanchang, China, July 8-12, 2023.

Wang, Fan; Karppinen, Pasi; Ahokangas, Petri, Tahvanainen, Laura, et al., 2023. Managing tensions and paradoxes between stakeholders in MyData health ecosystem. The 28th Finnish National Conference on Telemedicine and eHealth, eHealth 2023 : Human oriented approach in eHealth and digital services, 37.

Zhang, Julia; Gisca, Oxana; Koivumäki, Timo; Ahokangas Petri, 2023. Beyond technology boundaries – Legitimacy considerations and organizational capabilities of legacy firms. European Group for Organizational Studies Conference EGOS 2023, Cagliari, Italy, 2023.

Zhang, Julia; Gisca, Oxana; Stein, Luiza; Koivumäki, Timo, 2023. Exploring the effect of General Data Protection Regulation on the legitimacy of public-private collaborations for data driven solutions in healthcare. European Academy of Management (EURAM), Dublin, Ireland, 2023.

Yrjölä, Seppo; Matinmikko-Blue, Marja; Ahokangas, Petri, 2023.  Developing 6G Visions with Stakeholder Analysis of 6G Ecosystem. 2023 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit) 6-9 June 2023, Gothenburg, Sweden, European conference on networks and communications, 705-710, DOI: 10.1109/EuCNC/6GSummit58263.2023.10188379

Scientific monographs and edited books

Ahokangas, Petri; Aagaard, Annabeth, 2023. The Changing World of Mobile Communications: 5G, 6G and the Future of Digital Services XXXIII, 331, DOI: 10.1007/978-3-031-33191-6

Saadatmanesh, Hamideh, 2023.   AI-enabled dynamic capabilities for transforming digital business models to smart business models. Acta Universitatis Ouluensis Series G, Oeconomica, 142. Doctoral dissertation. http://jultika.oulu.fi/Record/isbn978-952-62-3820-3

Perätalo, Sari, 2023. In search of a business model approach for smart cities. Acta Universitatis Ouluensis Series G, Oeconomica, 140. Doctoral dissertation. http://jultika.oulu.fi/Record/isbn978-952-62-3882-1

Other publications 

Iivari, Marika, 2023. Datasta oivalluksia. Science with Arctic Attitude -Blog, University of Oulu, 2023. (in Finnish)

Koivumäki, Timo; Virtanen, Ilpo, 2023. Alussa olivat data, kuokka ja Jussi – etua bisnekseen Kaleva, 26, 28.1.2023, 42. (in Finnish)

2022

Journal articles

Ahokangas Petri, Matinmikko-Blue Marja & Yrjölä Seppo 2022. Visioning for a Future-Proof Global 6G from Business, Regulation and Technology Perspectives. IEEE Communications Magazine, early access. DOI: 10.1109/mcom.001.2200310

Arslan Ahmad, Ahokangas Petri, Haapanen Lauri, Golgeci Ismail Tarba, Shlomo Y. & Bazel-Shoham Ofra 2022. Generational differences in organizational leaders: an interpretive phenomenological analysis of work meaningfulness in the Nordic high-tech organizations. Technological forecasting and social change, 180, 121717. DOI: 10.1016/j.techfore.2022.121717

Arslan Ahmad, Golgeci Ismail, Khan Zaheer, Ahokangas Petri & Haapanen Lauri 2022. COVID-19 driven challenges in international B2B customer relationship management: empirical insights from Finnish high-tech industrial microenterprises. International Journal of Organizational Analysis, 30, 7, pp. 49-66. DOI: 10.1108/IJOA-04-2021-2719

Brzustewicz P., Escher I., Hatami A., Hermes J., Keränen A., & Ulkuniemi P. 2022. Emergence of social impact in company–NGO relationships in corporate volunteering. Journal of Business Research, 140, pp. 62-75. DOI: 10.1016/j.jbusres.2021.11.089

Frondelius Tuomas, Atkova Irina, Miettunen Jouko, Rello Jordi & Jansson Miia M. 2022. Diagnostic and prognostic prediction models in ventilator-associated pneumonia: Systematic review and meta-analysis of prediction modelling studies. Journal of Critical Care, 67, pp. 44-56. DOI: 10.1016/j.jcrc.2021.10.001

Hyvämäki P., Kääriäinen M., Tuomikoski A. M., Pikkarainen M. & Jansson M. 2022. Registered Nurses’ and Medical Doctors’ Experiences of Patient Safety in Health Information Exchange During Interorganizational Care Transitions: A Qualitative Review. Journal of Patient Safety, 18(3), pp. 210-224.

Kemppainen L., Koivumäki T., Pikkarainen M. & Xu Y.2022. Drivers for platform business model innovation: Firms challenging how value is created and captured with personal data. Journal of Innovation Management, Vol. 10 No. 3.

Jansson M. M., Rantala A., Miettunen J., Puhto A.-P. & Pikkarainen M. 2022. The effects and safety of telerehabilitation in patients with lower-limb joint replacement: A systematic review and narrative synthesis. Journal of Telemedicine and Telecare, 28(2), pp. 96-114.

Li W., Li W., Seppänen V. & Koivumäki T. 2022. Effects of greenwashing on financial performance: Moderation through local environmental regulation and media coverage. Business Strategy and The Environment. DOI: 10.1002/bse.3177

Li W., Li W., Seppänen V. & Koivumäki, T. 2022. How and when does perceived greenwashing affect employees’ job performance? Evidence from China. Corporate Social Responsibility and Environmental Management. DOI:10.1002/csr.232

Ma Junhai, Tian Yi, Xu Tiantong, Koivumäki Timo & Xu Yueqiang 2022. Dynamic game study of multi-channel supply chain under cap-and-trade regulation. Chaos solitons and fractals, 160, 112131. DOI: 10.1016/j.chaos.2022.112131

Oh Hui Xian, De Silva Deidre Anne, Toh Zheng An, Pikkarainen Minna, Wu Vivien Xi He & Hong-Gu 2022. The effectiveness of self-management interventions with action-taking components in improving health-related outcomes for adult stroke survivors: a systematic review and meta-analysis. Disability and rehabilitation, 44, 25, pp. 7751-7766. DOI: 10.1080/09638288.2021.2001057

Perätalo Sari, Mohamed Mahmoud & Iivari Marika 2022. Business Model Approach to Smart City Governance. Journal of Business Models, 10, 1, pp. 50-57. DOI: 10.54337/jbm.v10i1.6786

Pikkarainen Minna, Kemppainen Laura, Xu Yueqiang, Jansson Miia, Ahokangas Petri, Koivumäki Timo, Hong Gu He & Francis Gomes Julius 2022. Resource integration capabilities to enable platform complementarity in healthcare service ecosystem co-creation. Baltic Journal of Management, 17, 5, pp. 688-704. DOI: 10.1108/bjm-11-2021-0436

Troise Ciro, Battisti Enrico, Christofi Michael, van Vulpen Nina Jorien & Tarba Shlomo 2022. How Can SMEs Use Crowdfunding Platforms to Internationalize? The Role of Equity and Reward Crowdfunding. Management international review, online first. DOI: 10.1007/s11575-022-00493

Wan Su Wei, Chong Choon Seng, Jee Xin Pei, Pikkarainen Minna & He Hong-Gu 2022. Perioperative experiences and needs of patients who undergo colorectal cancer surgery and their family caregivers: a qualitative study. Supportive care in cancer, 30, 6, pp. 5401-5410 . DOI: 10.1007/s00520-022-06963-1

Wan Su Wei, Chng Yun Jia Devon, Lim Siew Hoon, Chong Choon Seng, Pikkarainen Minna & He HongGu 2022. A systematic review and metaanalysis on the effectiveness of webbased psychosocial interventions among patients with colorectal cancer. Journal of advanced nursing, 78, 7, pp. 1883-1896. DOI: 10.1111/jan.15258

Yrjölä Seppo, Ahokangas Petri & Matinmikko-Blue Marja 2022. Value Creation and Capture from Technology Innovation in the 6G Era. IEEE Access, 10, pp. 16299-16319. DOI: 10.1109/access.2022.3149590

Zhang Julia, Gisca Oxana, Sadeghian Dehkordi Rashid & Ahokangas, Petri 2022. Ecosystem Legitimacy Challenges in the Platform, Data, and Artificial Intelligence Business Model. Journal of Business Models, 10, 1, pp. 42-49. DOI: 10.54337/jbm.v10i1.6794

Articles in conference proceedings and books

Ahokangas Petri 2022. An action plan for benefiting from European innovation in future mobile connectivity. In: Erik Bohlin, Francesco Cappelletti: Europe’s Future Connected: Policies and Challenges for 5G and 6G Networks. Techno-Politics Series, 2, 2, 3pp. 1-38.

Ahokangas P., Matinmikko-Blue M., Latva-aho M., Seppänen V., Arslan A. & Koivumäki T. 2022. Future Mobile Network Operator Business Scenarios: Sharing Economy and 5G. In: Baikady R., Baerwald, P. (eds.): The Palgrave Handbook of Global Social Change. Palgrave macmillan. 25 p.

Aman R. 2022. A Structured Literature Review on Immigrant Female Entrepreneurship. In: in Vrontis, D. Weber, Y., Tsoukatos, E. (eds.): Conference Proceedings of the 15th Annual Euromed Academy of a Business (EMAB) Conference: Sustainable Business Concepts and Practices, pp. 1024-1027.

Aman Raushan, Ahokangas Petri, Elo Maria & Zhang Xiaotian 2022. Migrant Women Entrepreneurship and The Entrepreneurial Ecosystem. In: Pickernell, David Grant, Battisti, Martina, Dann, Zoe, Ekinsmyth, Carol (eds.): Disadvantaged Entrepreneurship and the Entrepreneurial Ecosystem. Contemporary Issues in Entrepreneurship Research, 14, pp. 87-119. DOI: 10.1108/s2040-724620220000014005

Andersson Svante & Ahokangas Petri 2022. Business Model Creation and International New Ventures. In: Nielsen, Christian, Marinova, Svetla T., Marinov, Marin A.: Business Models and Firm Internationalisation. Routledge frontiers in the development of international business, management and marketing, pp. 78-94. DOI: 10.4324/9781003204268-5

GalkinaTamara & Atkova Irina 2022. Business model mechanisms for overcoming the liability of platformization in international digital platform firms. In: Khare, Anshuman, Ojala, Arto, Baber, William W. (eds.): Sustainable International Business Models in a Digitally Transforming World, pp. 105-121 . DOI: 10.4324/9781003195986-9

Galkina Tamara, Atkova Irina & Ahokangas Petri 2022. The Effects of Platform Business Models on Internationalisation Outcomes and Speed. In: Nielsen, Christian, Marinova, Svetla T. & Marinov, Marin A. (eds.): Business Models and Firm Internationalisation. Routledge frontiers in the development of international business, management and marketing, pp. 59-77. DOI: 10.4324/9781003204268-4

Gomes Julius Francis, Iivari Marika, Koivumäki Timo, Immonen Milla, Jansson Miia, Pikkarainen Minna, Rasmus Kirsi & Xu Yueqiang 2022. Care Pathway as the Basis for Collaborative Business Model Innovation in Healthcare. Collaborative Networks in Digitalization and Society 5.0. PRO-VE 2022. IFIP advances in information and communication technology, pp. 337-347. DOI: 10.1007/978-3-031-14844-6

Iivari Marika, Ahokangas Petri, Matinmikko-Blue Marja & Yrjölä Seppo 2022. Opening Closed Business Ecosystem Boundaries With Digital Platforms: Empirical Case of a Port. In: Ziouvelou, Xenia (ed.): Emerging Ecosystem-Centric Business Models for Sustainable Value Creation, pp. 67-96. DOI: 10.4018/978-1-7998-4843-1.ch004

Keränen A. 2022. Responsible leadership: A shift from individual leaders to leader relations. In: N. Pless & T. Maak (eds.), Responsible Leadership (pp. 168-187). Routledge. DOI: 10.4324/b22741-11

Matinmikko-Blue Marja, Yrjölä Seppo & Ahokangas Petri 2022. Sustainable Technology Design for Future 6G Mobile Communications. In: Leal Filho Walter, Azul Anabela Marisa, Doni Feder, Lange Salvia Amanda: Handbook of Sustainability Science in the Future, pp. 1-15. DOI: 10.1007/978-3-030-68074-9_149-1

Mohamed M., Pikkarainen M. & Ahokangas, P. 2022. Tensions of Managing Inter-Platform Complementarity: A Case Study of Digital Care Pathway Ecosystem. In: Reconfiguration of Business Models and Ecosystems, pp.131-162. DOI:10.4324/9781003326731-9

van Vulpen Nina Jorien, Koivumäki Timo, Molnár Ferenc & Ahokangas Petri 2022. The Potential of Circular Business Models in the Mineral Exploration Context: A Conceptual Assessment and a Practical Case. In: Ratten, Vanessa (ed.), Cultural Entrepreneurship: New Societal Trends, pp. 143-152. DOI: 10.1007/978-981-19-2771-3_12

Yrjölä Seppo, Ahokangas Petri & Matinmikko-Blue, Marja 2022. Visions for 6G Futures: a Causal Layered Analysis. 2022 Joint European Conference on Networks and Communications & 6G Summit (EuCNC/6G Summit). European conference on networks and communications, pp. 1-6. DOI: 10.1109/eucnc/6gsummit54941.2022.9815809

Conference and workshop papers

Aleksandrov E., Hirvonen-Kantola S. & Ahokangas, P. 2022. Quantifying Smart City EcoSystem? Experience in the City of Oulu. Paper presented at Accounting Auditing and Accountability (AAAJ) Workshop on Accountability for a Connected Society: The Unaccounted Effects of Digital Transformation, digitally held on May 19-20, 2022.

Aman R., Elo M., Ahokangas P. & Zhang X. 2022. Empowering migrant women's entrepreneurship: Perspectives on the entrepreneurial ecosystem around them, 38th Euro-Asia Management Studies Association (EAMSA) Annual Conference, 28-30 October, Keio University, Tokyo, Japan.

Aman R. & Elo M. 2022. Interconnected sustainability: Social impact of female migrant’s business, 3rd Annual Business Administration Conference: Sustainability in Business Management, 17-18 November, Turkish-German University, Istanbul, Turkey.

Ahokas M. & Keränen A. 2022. Responsibility of multinational corporations in connection to COVID -19 vaccine launch – an antenarrative analysis of leadership discourse. Responsible Leadership Reimagined conference. Stellenbosch, SA.

Atkova I., Ahokangas P. & Haapanen L. 2022. Doing the right things in the digital era: the role of strategic leaders in business model innovation. 26th Nordic Academy of Management Conference. Örebro, Sweden.

Falcão P.Q. R., Cruz E.P., Aman R. & Elo M. 2022. Brazilians in Japan, Dekassegui Labor, and Entrepreneurship - Reflections on sustainability, 38th Euro-Asia Management Studies Association (EAMSA) Annual Conference, 28-30 October, Keio University, Tokyo, Japan.

Gisca O., Zhang J., Ahokangas P., Koivumäki T. & Turcan R. 2022. Legitimacy challenges in human-Ai centric business models. Paper presented at the Business Model Conference, June 22-23, 2022, Lille, France.

Gisca O., Mantinmikko-Blue M., Ahokangas P., Yrjölä S. & Gordon G. 2022. Legitimacy challenges of local private 5G and beyond networks in Europe. Paper presented at the ITS 31st European Conference 2022, 20th and 21st June June 2022, Gothenburg, Sweden.

Hatami A. & Keränen A. 2022. Fostering global leadership for the future of humanity through decolonization of leadership discourse. The 20th International Studying Leadership Conference. Brighton, UK.

Mohamed M., Ahokangas P. & Pikkarainen M. 2022. Complementors’ coopetition-based business models in multiplatform ecosystems. Paper presented at the Business Model Conference, June 22-23, 2022, Lille, France.

Mohamed M., Ahokangas P. & Pikkarainen M. 2022. Multiplatform Coopetition as a New Market Entry Strategy. Paper presented at R&D 2022 Management Conference, July 9-13, 2022, Trento. Italy.

Perätalo S., Mohamed M. & Iivari M. 2022. Building platform business models for smart cities. Paper presented at the 26th Biennial NFF Conference, August 24-26, 2022, Örebro, Sweden.

Perätalo S., Pohjosenperä T., Ahokangas P. & Pekkarinen S. (2022). Smart city and simplicity? Modular business models for smart cities. Paper presented at the Business Model Conference, June 22-23, 2022, Lille, France.

Sadeghian Dekordi R., Ahokangas P. & Evers N. 2022. Scalability and replicability in business model design – towards a conceptual framework for the smart energy sector. Paper presented at the Business Model Conference, June 22-23, 2022, Lille, France.

Yrjölä S., Ahokangas P. & Matinmikko-Blue M. 2022. Visions for 6G Futures: A Causal Layered Analysis. Paper presented at EUCNC / 6G Summit, June 7-10, Grenoble, France.

Yrjölä S., Ahokangas P. & Matinmikko-Blue M. 2022. Assessing alternative future business models by their expected performance implications in 6G: scalability, replicability, and sustainability perspectives. Paper presented at the 26th Biennial NFF Conference, August 24-26, 2022, Örebro, Sweden.

Other publications

Ahokangas P. 2022. Multidisciplinary business research in 6G. 6G Waves, (5) Autumn 2022, 30-31.

Ahokangas P. 2022. Sunnuntaikäräjät: Onko Oulu enää ICT-kaupunki? Kaleva, 20.11.2022

Hynnä Nina, Hyrkäs Elina, Marjamaa Minna, Mure Laura, Nurminen Elina, Päällysaho Seliina & Virtanen Mika E. 2022. Uudet osaamistavoitteet tukevat aineistonhallintaosaamisen kasvua. Kreodi, nr. 3 (in Finnish)

Zhang J., Gisca O., Mohamed M., Koivumäki T. & Ahokangas P. 2022. Data management regulation challenges in the business model ecosystem. Abstract presented at 39th EBES Conference, April 6-8, 2022 Rome, Italy.

2021

Journal articles

6G and the UN SDGs: Where is the Connection? Matinmikko-Blue, Marja; Yrjölä, Seppo; Ahokangas, Petri; Ojutkangas, Kirsi; Rossi, Elina 2021. Wireless Personal Communications, 121, 1339–1360 (2021). DOI https://doi.org/10.1007/s11277-021-09058-y

A Business Model Approach to Port Ecosystem. Golzarjannat, Anita; Ahokangas, Petri; Matinmikko-Blue, Marja; Yrjölä, Seppo 2021. Journal of Business Models, 9, 13-19. http://journalofbusinessmodels.com/media/1397/04-golzarjannat-et-al.pdf

A gamified mobile health intervention for children in day surgery care: protocol for a randomized controlled trial. Rantala, A. Lahdenne P. Pikkarainen, M. Haljas, K. Koivisto, J. Similä, H. Pölkki, T. 2021. (Submitted to Journal of Nursing).

A systematic review and meta-analysis on the effectiveness of web-based psychosocial interventions on patients with colorectal cancer. Suwei, W. Lim, S. Choon, S. Pikkarainen, M, Hong Gu, H. A 2021. (To appear)

Co-creating a patient-centric digital solution to enhance perioperative health outcomes among colorectal cancer patients and their family caregivers: a theory-based, international, multidisciplinary approach. Su Wei WAN, Choon Seng CHONG; Ee-Lin TOH, Siew Hoon LIM; Tien Tau LOI; Yuen Foong Henry LEW; Chin Heng Matthew CHUA; Xin Pei JEE; Guang Yu LIU; Lixia ZHU; Minna Pikkarainen; Gunther Eysenbach MD MPH FACMI, He Hong Gu 2021. Journal of Medical Internet research (To appear).

COVID-19 driven challenges in international B2B customer relationship management: empirical insights from Finnish high-tech industrial microenterprises. Arslan, Ahmad; Golgeci, Ismail; Khan, Zaheer; Ahokangas, Petri; Haapanen, Lauri 2021. I nternational Journal of Organizational Analysis, Vol. ahead-of-print No. ahead-of-print. DOI https://doi.org/10.1108/IJOA-04-2021-2719

Challenges in the collaboration between researchers and in-house communication professionals in the digital media landscape. Koivumäki, Kaisu; Karvonen, Erkki; Koivumäki, Timo 2021. JCOM 20 (03), A04. DOI https://doi.org/10.22323/2.20030204

Diagnostic and prognostic prediction models in ventilator-associated pneumonia: systematic review and meta-analysis of prediction modelling studies. Frondelius, T., Atkova, I., Miettunen J., Rello, J.; Jansson M. 2021. Journal of Critical Care 67(4):44-56. DOI https://doi.org/10.1016/j.jcrc.2021.10.001

Emergence of social impact in company–NGO relationships in corporate volunteering. Brzustewicz, P.; Escher, I.; Hatami, A.; Hermes, J.; Keränen, A.; Ulkuniemi, P. 2021. Journal of Business Research, 140, 62-75. (To appear)

Employee competence development in corporate volunteering. Glinska-Newes, Aldona; Hatami, Akram; Hermes, Jan; Keränen, Anne; Ulkuniemi, Pauliina 2021. Social Responsibility Journal, Vol. ahead-of-print No. ahead-of-print. DOI https://doi.org/10.1108/SRJ-10-2019-0352

Exploring the resources, competencies, and capabilities needed for successful machine learning projects in digital marketing. Blomster, Miikka; Koivumäki, Timo 2021. Inf Syst E-Bus Manage (2021). DOI https://doi.org/10.1007/s10257-021-00547-y

From tensions to synergy: Causation and effectuation in the process of venture creation. Galkina, T.; Atkova, I.; Yang, M. 2021. Strategic Entrepreneurship Journal. DOI https://doi.org/10.1002/sej.1413 (FT50)

Introduction to Special Issue "Mobile Communications and Novel Business Models". Ahokangas, Petri; Matinmikko-Blue, Marja 2021. Sustainability, 13(2):674. DOI https://doi.org/10.3390/su13020674

Knowledge sharing dynamics in international subcontracting arrangements: The case of Finnish high-tech SMEs. Ahokangas, Petri; Haapanen, Lauri; Golgeci, Ismail; Arslan, Ahmad; Khan, Zaheer; Kontkanen, Minnie 2021. Journal of International Management,100888, DOI  https://doi.org/10.1016/j.intman.2021.100888

Migrant women entrepreneurs and entrepreneurial ecosystems during an external shock: A case study from the healthcare sector in Kazakhstan. Aman, Raushan; Ahokangas, Petri; Zhang, Xiaotian 2021. Asian Business and Management, Vol 20. No. 4., pp. 518-548. https://link.springer.com/article/10.1057%2Fs41291-021-00151-5

Orchestrating for lead user involvement in innovation networks. Hurmelinna-Laukkanen, Pia; Nätti, Satu; Pikkarainen, Minna 2021. Technovation, Volume 108, 2021, 102326. DOI https://doi.org/10.1016/j.technovation.2021.102326

Platform configurations for local and private 5G networks in complex industrial multi-stakeholder ecosystems. Ahokangas, Petri; Matinmikko-Blue, Marja; Yrjölä, Seppo; Hämmäinen, Heikki 2021. Telecommunications Policy, Volume 45, Issue 5, 102128. DOI  https://doi.org/10.1016/j.telpol.2021.102128

Platform-based ecosystemic business model in future mobile operator business. Yrjölä, Seppo; Ahokangas, Petri; Matinmikko-Blue, Marja 2021. Journal of Business Models, Vol. 9, No. 4. DOI https://doi.org/10.5278/jbm.v9i4.6222  

Registered Nurses' and Medical Doctors' Experiences of Patient Safety in Health Information Exchange During Interorganizational Care Transitions: A Qualitative Review. Hyvämäki, P; Kääriäinen, M.; Tuomikoski, A.-M.; Pikkarainen, M.; Jansson, M. 2021. Journal of Patient Safety, August 20, 2021, DOI 10.1097/PTS.0000000000000892

Smart grid evolution and mobile communications—Scenarios on the Finnish power grid. Borenius, Seppo; Hämmäinen, Heikki; Lehtonen, Matti; Ahokangas, Petri 2021. Electric Power Systems Research, Volume 199, 107367. DOI https://doi.org/10.1016/j.epsr.2021.107367

The effectiveness of self-management interventions with action-taking components in improving health-related outcomes for adult stroke survivors: a systematic review and meta-analysis. Hui Xian; De Silva, Deidre Anne; Toh, Zheng An; Pikkarainen, Minna; Wu, Xi Vivien; He, Hong-Gu 2021. The Disability and Rehabilitation, 2021 Nov 10; 1-16. DOI 10.1080/09638288.2021.2001057

Value Configurations for Data and Connectivity Solutions in Digitalized Future Factories. Mansoori, Solmaz; Khan, Iqra Sadaf; Ahokangas, Petri; Matinmikko-Blue, Marja; Haapasalo, Harri; Yrjölä, Seppo 2021. Processes. 2021; 9(12):2233. DOI https://doi.org/10.3390/pr9122233

Willingness to share personal health information: impact of attitudes, trust and control. Juga, Jari; Juntunen, Jouni; Koivumäki, Timo 2021. Records Management Journal, Vol. 31 No. 1, pp. 48-59. DOI https://doi.org/10.1108/RMJ-02-2020-0005

Articles in conference proceedings and books

Artificial Intelligence in the Telecommunication Sector: Exploratory Analysis of 6G’s Potential for Organizational Agility. Yrjölä, Seppo; Ahokangas, Petri; Arslan, Ahmad; Matinmikko-Blue, Marja; Golgeci, Ismael; Tarba, Shlomo 2021. In: Ratten V. (Eds.), Entrepreneurial Connectivity, Springer.  DOI https://doi.org/10.1007/978-981-16-5572-2_5

Business Model Creation and International New Ventures. Andersson, Svante; Ahokangas, Petri 2021. In: Nielsen, Christian; Marinova, Svetla T.; Marinov, Marin, A. (Eds.), Business Models and Firm Internationalisation, Routledge.  DOI 10.4324/9781003204268-5

Business model mechanisms for overcoming the liability of platformization in international digital platform firms. Galkina, T.; Atkova, I. 2021. In: Khare, A., Ojala, A. and Baber, W. (Eds.), Sustainable International Business Models in a Digitally Transforming World. Routledge.

Business model options: how to deal with them. Ahokangas, Petri; Atkova, Irina; Xu, Yueqiang; Juntunen, Marko 2021. In: Etemad, H.; Evers, N.; Kock, S. (Eds.), Entrepreneurial Internationalization in an Increasingly Digitized and Networked World Economy, Elgar. DOI https://doi.org/10.4337/9781788976817

From women empowerment to positioning gender diversity: Empirical evidence from non-Western contexts. Aman, R.; Alothmany, R.; Elo, M.; Emontspool, J. 2021. In: Latuha, M., (ed.), Diversity in Action: Managing Diverse Talent in Global Economies, Emerald. (To appear)

Future Mobile Network Operator Business Scenarios: Sharing Economy and 5G.  Ahokangas, P.; Matinmikko-Blue, M.; Latva-aho, M.; Seppänen, V.; Arslan, A.; Koivumäki, T. 2021. In: The Palgrave Handbook of Global Social Change. (To appear)

Moving from 5G in Verticals to Sustainable 6G: Business, Regulatory and Technical Research Prospects. Matinmikko-Blue, Marja; Yrjölä, Seppo; Ahokangas, Petri 2021. In: Caso, Giuseppe; De Nardis, Luca; Gavrilovska, Liljana (Eds.), Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, ICST. DOI https://oadoi.org/10.1007/978-3-030-73423-7_13

Needs and Implications of Data in Healthcare-Related Policymaking. Pikkarainen, Minna; Gomes, Julius; Iivari, Marika; Häikiö, Juha; Ylén, Peter 2021. Open Innovation: Bridging Theory and Practice. Managing Open Service Innovation, World Scientific. DOI https://doi.org/10.1142/9789811234491_0010

Opening Closed Business Ecosystem Boundaries with Digital Platforms: Empirical Case of a Port. Iivari, Marika; Ahokangas, Petri; Matinmikko-Blue, Marja; Yrjölä, Seppo 2021. In: Ziouvelou, Xenia; McGroarty, Frank  (Eds.), Emerging Ecosystem-Centric Business Models for Sustainable Value Creation, IGI Global. DOI 10.4018/978-1-7998-4843-1

Responsible leadership: A shift from individual leaders to leader relations. Keränen, A. 2021. In: Pless, N.; Maak, T. (Eds.), Responsible Leadership, Routledge. (To appear)

Revealing the disintermediation concept of blockchain technology: How intermediaries gain from blockchain adoption in a new business model. Tan, Teck Ming; Salo, Jari; Ahokangas, Petri; Seppänen, Veikko; Sandner, Philipp 2021. In: Ho, Ree, C. Ho; Ng, Alex; Hou Hong; Nourallah, Mustafa (Eds.), Impact of Globalization and Advanced Technologies on Online Business Models, IGI Global. DOI 10.4018/978-1-7998-7603-8

The effects of platform business models on internationalization outcomes and speed: Proposition development and a future research agenda. Galkina, T., Atkova, I. and Ahokangas, P. 2021. In: Nielsen, C.; Marinova, S.; Marinov, M. (Eds), Business Models and Firm Internationalization, Routledge. ISBN 978 1 032068 756

Conference and workshop papers

Analysis of 5G spectrum awarding decisions: How do different countries consider emerging local 5G networks? Matinmikko-Blue, Marja; Yrjölä, Seppo; Ahokangas, Petri; Hämmäinen, Heikki 2021. The 23rd Biennial Conference of the International Telecommunications Society (ITS).

Assessing future 5G business models by their expected performance: scalability, replicability, and sustainability perspectives. Ahokangas, Petri; Matinmikko-Blue, Marja; Yrjölä, Seppo; Hämmäinen, Heikki; Iivari, Marika 2021. The 6th International conference on New Business Models (NBM): New Business Models in a Decade of Action.

Business Model Approach for Smart City Governance. Perätalo, Sari; Mohamed, Mahmoud; Iivari, Marika 2021. ICEGOV 2021: The 14th International Conference on Theory and Practice of Electronic Governance.

Empowerment of female executives and entrepreneurs within patriarchal societal contexts: Empirical evidence from the healthcare sector. Aman, R.; Alothmany, R.; Elo, M.; Emontspool, J. 2021. The 47th European International Business Academy (EIBA) Annual Conference.

Facilitating Shared Understanding of Business Responsibility. Keränen, Anne; Ulkuniemi, Pauliina; Hermes, Jan 2021. ICTIBE 2021: The 2021 International Conference on Transformations and Innovations in Business and Education.

Knowledge management in the open innovation process. Hyrkäs, E. 2021. The ISPIM Connects Valencia Conference 2021: Reconnect, Rediscover, Reimagine.

Managing Business Model Innovation in Changing Environments: Analysis from Sensemaking Perspective. Moqaddamerad, Sara; Vecchiato, Riccardo; Hurmelinna-Laukkanen, Pia; Seppänen Veikko 2021. R&D Management Conference 2021: Innovation in an Era of Disruption.

Managing tensions in transitioning towards a sustainable business model. Atkova, I.; Galkina, T.; Ahokangas, P. 2021. The New Business Model Conference.

Mapping platform business models for 5G operators. Ahokangas, Petri; Yrjölä Seppo; Matinmikko-Blue, Marja; Atkova, Irina; Iivari Marika 2021. The Business Model Conference 2021.

Platforms, Convergence and Modularity: Case of Broadcasting Industry. Iivari, Marika; Ahokangas, Petri 2021. The International Conference on Transformations and Innovations in Business and Education (ICTIBE).

Resilience trajectories of international market opportunity development: Business model dynamics in disruptive times. Galkina, T., Atkova, I. and Gabrielsson, P. 2021. Academy of International Business.

Tensions of Managing Inter-Platform Complementarity: A Case Study of Digital Care Pathway Ecosystem. Mohamed, Mahmoud; Ahokangas, Petri; Pikkarainen, Minna 2021. New Business Model Conference 2021.

The Entrepreneurial Ecosystems of Migrant Women Entrepreneurs: Enabler or Constraint. Aman, R.; Ahokangas, P.; Elo, M.; Atkova, I; Zhang, X. 2021.  The 36th Eurasia Business and Economics Society (EBES) Hybrid Conference.

Scientific monographs

Corporation transformation through network changing agents in the context of outsourcing and automation. Sarome-Nykänen, Sari 2021. University of Oulu, Acta Universitatis Ouluensis G122. http://jultika.oulu.fi/files/isbn9789526230429.pdf (Doctoral dissertation)

Other publications

Entrepreneurial assignment on emerging technologies: blockchain. Iivari, Marika 2021. University of Oulu.  (Audiovisual material)

2020

Journal articles

A Qualitative Study Exploring Singaporean Parents' Perceptions on Pre-Paring their Child for Surgery. Chang, C. M., Li, Yan, Or, L.L., Pikkarainen M., Pölkki T., Wang W., Lau S.T., He H.-G. 2020. Journal of Pediatric Nursing, Vol. 54, September–October 2020, pp.  e69-e77. DOI: https://doi.org/10.1016/j.pedn.2020.05.004

Co-evolutionary urban planning of a Finnish city for its low-growth neighborhoods. Planning Theory and Practice 21(4): 552-569. Kosunen H., Atkova I., Hirvonen-Kantola S. 2020. DOI: https://doi.org/10.1080/14649357.2020.1806342

Computer- and Telephone-Delivered Interventions on Patient Outcomes and Resource Utilization in Patients With Orthopaedic Conditions: A Systematic Review and Narrative Synthesis.  Jansson M.M., Hyvämäki P., Pikkarainen M. 2020.  Orthopaedic Nursing, Sep/Oct 2020, Vol. 39, No. 5, pp. 340-352. DOI: 10.1097/NOR.0000000000000699

Coordination and control of multi-channel supply chain driven by consumers’ channel preference and sales effort. Tian Y., Ma J., Xie L., Koivumäki T., Seppänen V. 2020. Chaos, Solitons & Fractals, Vol. 132, March 2020, 109576. DOI: https://doi.org/10.1016/j.chaos.2019.109576

Data Access in Connected Health Innovation: Managerial Orchestration Challenges and Solutions. Kemppainen L., Pikkarainen M., Hurmelinna-Laukkanen P., Reponen J. 2020 (Dec 2019).  Technology Innovation Management Review, Vol. 9, No. 12, pp. 43-55. DOI: 10.22215/timreview/1291

Effectual networks as complex adaptive systems: Exploring dynamic and structural factors of emergence. Galkina T., Atkova I. 2020. Entrepreneurship Theory and Practice, Vol.  44, No. 5, pp.  964-995. DOI: 10.1177/1042258719879670 (FT50)

Expectations to data: Perspectives of service providers and users of future health and wellness services. Häikiö J., Yli-Kauhaluoma S., Pikkarainen M., Iivari M., Koivumäki T. 2020.  Health Technology, Vol. 10, pp. 621–636. DOI:  https://doi.org/10.1007/s12553-020-00410-z

Female Migrants and Brain Waste – A Conceptual Challenge with Societal Implications. Elo M., Aman R., Taube F. 2020. International Migration, October 2020. DOI: doi.org/10.1111/imig.12783

From structure to process: Dynamic aspects of business model change. Atkova I., Ahokangas P. 2020. Journal of Business Models, Vol.  8, No. 2, pp. 57-72. DOI: https://doi.org/10.5278/ojs.jbm.v8i2.1927

Health specialists’ views on the needs for developing a digital gaming solution for paediatric day surgery: A qualitative study. Rantala A., Pikkarainen M., Pölkki T. 2020. Journal of Clinical Nursing, Vol. 29, No. 17-18, 10.2196/23626. DOI: https://doi.org/10.1111/jocn.15393

Identified opportunities for gamification in the elective primary fasttrack total hip and knee arthroplasty journey: Secondary analysis of healthcare professionals’ interviews. Jansson M., Koivisto J., Pikkarainen M. 2020. Journal of Clinical Nursing, Vol. 29, No. 13-14, pp. 2338-2351. DOI: https://doi.org/10.1111/jocn.15246

Impacts of coupled open innovation to business models: A case study of demand-driven co-creation. Malm H., Hyrkäs E., Pikkarainen M. 2020. The Journal of Innovation Management. (to appear)

International business accreditation as a trigger for business school development. Sohlo, S., Nätti, S. 2020. Journal of Economic and Administrative Sciences, Vol.36, No.1, pp.64-81. DOI: 10.1108/JEAS-11-2018-0126

Meaningful Big Data Integration for a Global COVID-19 Strategy. Costa J.P, …, Pikkarainen M., et al. 2020.  IEEE Computational Intelligence Magazine, Vol. 15, No. 4, pp. 51-61. DOI: 10.1109/MCI.2020.3019898

Multicultural R&D team operations in high-tech SMEs: Role of team task environment and individual team members’ personal experiences. Arslan A., Haapanen L., Ahokangas P., Naughton S. 2020. Journal of Business Research. DOI: https://doi.org/10.1016/j.jbusres.2020.02.003 (in press)

On social media science seems to be more human: exploring researchers as digital science communicators. Koivumäki K., Koivumäki T., Karvonen E. 2020. Media and Communication, Vol. 8, No. 2, pp. 425-439. DOI: http://dx.doi.org/10.17645/mac.v8i2.2812

Opportunity complementarity in data-driven business models. Xu Y., Kemppainen L., Ahokangas P., Pikkarainen M. 2020. Journal of Business Models, Vol.  8, No. 2, pp. 92-100. DOI: https://doi.org/10.5278/ojs.jbm.v8i2.3535

Parental Experiences of the Pediatric Day Surgery Pathway and the Needs for A Digital Gaming Solution: A Qualitative Study. Rantala A., Jansson M.M., Helve O., Lahdenne P., Pikkarainen M., Pölkki T. 2020. JMIR Medical Informatics, Vol. 8, No. 11, e23626. DOI: 10.2196/23626

Parental Experiences While Waiting for Children Undergoing Surgery in Singapore. Hui W.J., Pikkarainen M., Nah S.A., Nah S.N.J., Pölkki T., Wang W., He H.-G. 2020. Journal of Pediatric Nursing, Vol. 52, May–June 2020, pp. e42-e50. DOI: https://doi.org/10.1016/j.pedn.2020.01.004

Responsible Leadership in the Manager–Employee Relationship. Lämsä A.-M., Keränen A. 2020. South Asian Journal of Business and Management Cases, October 2020, 11 p. DOI: https://doi.org/10.1177/2277977920958543

Seizing the Business Opportunities of the MyData Service Delivery Network: Transforming the Business Models of Health Insurance Companies. Pikkarainen M., Koivumäki T., Iivari M. 2020. Journal of Business Models, Vol. 8, No. 2, pp. 39-56. DOI: https://doi.org/10.5278/ojs.jbm.v8i2.3322

Serial Nonlinearities in Firm’s Internationalisation Process: Case Evidence from China. Zhang X., Aman R., Zhang J., Xi Y. 2020. International Journal of Export Marketing, Vol. 3, No. 3,  pp. 219-244. DOI: 10.1504/IJEXPORTM.2020.107721

Success factors of demand-driven open innovation as a policy instrument in the case of the healthcare industry. Pikkarainen M., Hyrkäs E., Martin M. 2020. Journal of Open Innovation: Technology, Market and Complexity, Vol. 6, No. 2, 16 p. DOI: https://doi.org/10.3390/joitmc6020039

Sustainability as a challenge and driver for novel ecosystemic 6G business scenarios. Yrjölä S., Ahokangas P., Matinmikko-Blue M. 2020. Sustainability, Vol. 12, No. 21, 30 p. DOI: https://doi.org/10.3390/su12218951

The digital patient journey solution for patients undergoing elective hip and knee arthroplasty: protocol for a pragmatic randomized controlled trial. Jansson M., Vuorinen A.-L., Harjumaa M., Similä H., Koivisto J., Puhto A.-P., Vesty G., Pikkarainen M. 2020. Journal of Advanced Nursing, Vol. 76, No. 6, pp. 1436-1448. DOI: https://doi.org/10.1111/jan.14343

The effectiveness of web-based mobile health interventions in pediatric outpatient surgery: A systematic review and meta-analysis of randomized controlled trials. Rantala A., Pikkarainen M., Miettunen J., He H.-G., Pölkki T. 2020. Journal of Advanced Nursing, Vol. 76, No. 8, pp. 1949-1960. DOI: https://doi.org/10.1111/jan.14381

The effects and safety of telerehabilitation in patients with lower-limb joint replacement: A systematic review and narrative synthesis. Jansson M.M., Rantala A., Miettunen J., Puhto A.-P., Pikkarainen M. 2020. Journal of Telemedicine and Telecare, April 21, 19 p. DOI: https://doi.org/10.1177/1357633X20917868

The role of service firms in societal health: the case for symbiotic value. Aksoy L., Alkire (née Nasr) L., Kandampully J., Kemppainen L., Kong, L., McClelland L.E. 2020. Journal of Service Management, Vol. 31, No. 5, pp. 1041-1058. DOI: 10.1108/JOSM-11-2019-0350

Willingness to share personal health information: impact of attitudes, trust and control. Juga J., Juntunen J., Koivumäki T. 2020. Records Management Journal. (accepted for publication)

Articles in conference proceedings and books

Digital Twins as Software and Service Development Ecosystems in Industry 4.0: Towards a Research Agenda.  Xu Y., Päivärinta T., Kuvaja P. 2020. In: Tian Y., Ma T., Khan M. (eds.), Big Data and Security. ICBDS 2019. Communications in Computer and Information Science, Vol. 1210. Singapore: Springer. DOI: https://doi.org/10.1007/978-981-15-7530-3_5

Business model options –how to deal with them? Ahokangas P., Atkova I., Xu Y., Juntunen M. 2020. In: Etemad H., Evers N., Kock S. (eds.), Entrepreneurial Internationalization in Increasingly Digitized and Networked World Economy. UK: Edward Elgar Publishing. (in press)

Future Mobile Network Operator Business Scenarios: Sharing Economy and 5G. Ahokangas P., Matinmikko-Blue M., Latva-aho M., Seppänen V., Arslan A., Koivumäki, T. 2020. In: Baikady R., Baerwald, P. (eds.), The Palgrave Handbook of Global Social Change. Palgrave macmillan. (in press)

Migrant women entrepreneurship and the entrepreneurial ecosystem. Aman R., Ahokangas P., Elo M., Zhang X. (2020), In: Battisti M., Dann Z., Ekinsmyth, C., Pickernell, D. (eds.), Disadvantaged Entrepreneurship and the Entrepreneurial Ecosystem, Emerald Publishing.

Revealing the Disintermediation Concept of Blockchain Technology: How Intermediaries Gain from Blockchain Adoption in a New Business Model. Tan T.M.T, Salo J., Ahokangas P., Seppänen V., Sandner, P. 2020. In: Ho R.C., Nourallah M., Ng, A. (eds.), Impact of Globalization and Advanced Technologies on Online Business Models. IGI Global. (in press)

The Entrepreneurial Ecosystem of immigrant female entrepreneurs: Evidence from Finland. Aman R., Ahokangas P., Zhang X., Elo M. 2020. In: Vrontis D., Weber Y., Tsoukatos E. (eds.), Proc. of the 13th EuroMed Academy of Business (EMAB) Conference,  September 9-10, 2020. EuroMed Press, pp. 1184-1187.

Conference and workshop papers

Antecedents of Future 6G Mobile Ecosystems.  Ahokangas P., Yrjölä S., Matinmikko-Blue M., Seppänen V., Koivumäki T. 2020. In: 2020 2nd 6G Wireless Summit (6G SUMMIT). DOI: 10.1109/6GSUMMIT49458.2020.9083756

A System Architecture of Distributed AI for Heterogeneous Health Data Processing. Pikkarainen, M., Xu Y. 2020. ICDHI 2020: 14. International Conference on Digital Healthcare Innovation. Tokyo, Japan, December 3-4, 2020.

Blockchain Platform Configuration for MyData Operator in Digital and Connected Health. Xu Y., Pikkarainen M. 2020. ICHSEHM 2020: International Conference on Healthcare Systems Engineering and Healthcare Management. Athens, Greece, October 22-23.

Business Model Approach for Smart Cities: Opportunities, Values, and Advantages. Perätalo S., Ahokangas P. 2020.  Economics, Business and Organization Research (EBOR) Conference, Rome, Italy, November 20-22.

How could 6G Transform Engineering Platforms Towards Ecosystemic Business Models? Yrjölä S., Matinmikko-Blue M., Ahokangas P. 2020. In: 2020 2nd 6G Wireless Summit (6G SUMMIT). DOI:  10.1109/6GSUMMIT49458.2020.9083737

Opportunities, Values and Advantages: Smart Cities as platforms. Perätalo S., Ahokangas P., Pekkarinen S. 2020. Business Model Conference, September, Copenhagen, Denmark.

Smart City and Simplicity? A Modular Business Models for Smart Cities. Perätalo S., Ahokangas P., Pekkarinen S. 2020. Business Model Conference, September, Copenhagen, Denmark.

Spectrum Management in the 6G Era: The Role of Regulation and Spectrum Sharing. Matinmikko-Blue M., Yrjölä S. Ahokangas P. 2020. . In: 2020 2nd 6G Wireless Summit (6G SUMMIT). DOI: 10.1109/6GSUMMIT49458.2020.9083851

Scientific monographs

Exploring connected health business ecosystems through business models.  Gomes J.F. 2020. Acta Universitatis Ouluensis. G, Oeconomica 116. Oulu: University of Oulu. (doctoral dissertation) http://jultika.oulu.fi/files/isbn9789526226880.pdf

Professional reports

White paper on business of 6G. Yrjölä S., Ahokangas P., et al. 2020. 6G Research Visions, no. 3. 40 p. Oulu: University of Oulu.

White paper on 6G drivers and the UN SDGs. Matinmikko-Blue M., Ahokangas P., et al. 2020. 6G Research Visions, no. 3. 56 p. Oulu: University of Oulu.

Other publications

Seuraavaan digiaaltoon tarvitaan analytiikkaosaajia. Seppänen V. 2020.  Kaleva, 4.11.2020, p. 40/K2. (in Finnish)

2019

Journal articles

Analysis of Spectrum Valuation Elements for Local 5G Networks: Case Study of 3.5 GHz Band. Matinmikko-Blue M., Yrjölä S., Seppänen V., Ahokangas P., Hämmäinen H., Latva-aho M. 2019. IEEE Transactions on Cognitive Communications and Networking, Vol. 5, Issue 3, pp. 741-753. DOI 10.1109/TCCN.2019.2916309

Business Models for Local 5G Micro Operators. Ahokangas P., Matinmikko-Blue M., Yrjölä S., Seppänen V., Hämmäinen H., Jurva R., Latva-aho M. 2019. IEEE Transactions on Cognitive Communications and Networking, Vol. 5, Issue 3, pp. 730-740.  DOI 10.1109/TCCN.2019.2902547

Digital business model effectuation: an agile approach. Xu Y., Koivumäki T. 2019. Computers in Human Behavior, Vol. 95, June 2019, pp. 307-314. DOI https://doi.org/10.1016/j.chb.2018.10.021

Ecosystem business model scenarios for Connected Health. Gomes J.F., Kemppainen L., Pikkarainen M., Koivumäki T., Ahokangas P. 2019. Journal of Business Models. Accepted for publication.

Electricity market empowered by artificial intelligence: A platform approach. Xu Y., Ahokangas P., Pongrácz E., Louis J-N. 2019. Energies, Vol. 12, No. 21, 4128. DOI  https://doi.org/10.3390/en12214128

Emerging Revenue Models for Personal Data Platform Operators: When Individuals are in Control of Their Data. Kemppainen L., Koivumäki T., Pikkarainen M., Poikola A. 2019. Journal of Business Models, Vol. 6, No. 3, pp. 79-105.  DOI https://doi.org/10.5278/ojs.jbm.v6i3.2053

Exploring potential changes in the business model: the impacts of using human-centered personal data as a resource. Huhtala T., Saraniemi S., Pikkarainen M. 2019. Journal of Business Models. In press. 

Future connected health technology opportunities in non-urgent emergency care actions. Hautala M., Ervasti M., Pikkarainen M., Reponen J., Daavittila I., Raatiniemi L., Martikainen M., Tuukkanen J., Korpelainen, J. 2019. Finnish Journal of EHealth and EWelfare, Vol. 11, No. 1-2, pp. 139-149.  DOI https://doi.org/10.23996/fjhw.70242

Healthcare professionals’ perceived problems in fast-track hip and knee arthroplasty: results of a qualitative interview study. Jansson M. M., Harjumaa M., Puhto A.-P., Pikkarainen M. 2019. Journal of Orthopedic Surgery and Research, Vol. 14, Article 249, 12 p. DOI https://doi.org/10.1186/s13018-019-1334-3

Healthcare professionals’ proposed eHealth needs in elective primary fast-track total hip and knee arthroplasty journey: A qualitative interview study. Jansson M. M., Harjumaa M., Puhto A.-P., Pikkarainen M. 2019. Journal of Clinical Nursing, July 2019, 13 p. DOI https://doi.org/10.1111/jocn.15028

International business accreditation as a trigger for business school development. Sohlo S., Nätti S. 2019. Journal of Economic and Administrative Sciences. Accepted for publication.

Platform-based business models: Insights from an emerging AI-enabled smart building ecosystem. Xu Y., Ahokangas P., Turunen M., Mäntymäki M., Heikkilä J. 2019. Electronics,  Vol. 8, No. 10, Article 1150, 20 p. DOI https://doi.org/10.3390/electronics8101150

Seizing the Business Opportunities of MyData Service Delivery Network: Transforming the Business Models for Health Insurance Companies. Pikkarainen, M. Koivumäki, T. Iivari, M. 2019. Journal of Business Models. In press. 

Service modularity in managing healthcare logistics. Pohjosenperä Timo, Kekkonen Päivi, Pekkarinen Saara, Juga Jari 2019. International Journal of Logistics Management, Vol. 30, Issue 1, pp. 174-194. DOI https://doi.org/10.1108/IJLM-12-2017-0338

Success factors of data-driven service ecosystems in the context of preventive health care. Pikkarainen, M. Huhtala, T. Iivari, M. Häikiö, J. Kemppainen, L. 2019.  Journal of Innovation Management. In press.

The change of pediatric surgery practice due to the emergence of connected health technologies. Niemelä, R. Pikkarainen, M. Ervasti, M., Reponen, J. 2019. Journal of Technological Forecasting and Social Change, Vol. 146, September 2019, pp. 352-365. DOI https://doi.org/10.1016/j.techfore.2019.06.001

The fifth archetype of electricity market: The blockchain marketplace. Xu Y., Ahokangas P., Yrjölä S., Koivumäki T. 2019. Wireless Networks, July 2019, 17 p. DOI https://doi.org/10.1007/s11276-019-02065-9   

Tuhansia turhia kuljetuksia? Uudet teknologiaratkaisut ja toimintatavat ensihoitoon ja päivystykseen. Ervasti M., Hautala M., Pikkarainen M., Haverinen J., Reponen J., Korpelainen J., Martikainen M. 2019. Suomen Lääkärilehti, Vol. 74, pp. 1584-1590. (in Finnish)

Articles in conference proceedings and books

Principles of Responsibility in Varying  Leadership Contexts. Lämsä, A.-M., Keränen, A. 2019. Proceedings of the Intermnational Conference on Management Cases ICMC 2019, Birla Institute of Management Technology, Greater Noida, India, December 5-6, 2019.

Toward Open Innovation and Data-Driven Health Policy Making. Iivari M., Pikkarainen M., Francis Gomes J., Ranta J., Ylen, P. 2019. In: Mention, Anne-Laure (ed.), Open Innovation: Bridging Theory and Practice: Volume 4. Digital Innovation. Harnessing the value of Open data, pp. 199-225. DOI https://doi.org/10.1142/9789813271647_0007

Conference and workshop papers

A fully digital business model? Heino P., Ahokangas P., Koivumäki T., Seppänen V., Lassila E. M. 2019. A paper presented in the 3rd Business model conference, New York, USA, June 3-4, 2019. 8 p.

Alternative value configurations for emerging local 5G operators in ecosystemic context: factory of future case. Mansoori S., Ahokangas P., Matinmikko-Blue M. 2019. . A paper presented in NFF 2019, the 25th Nordic Academy of Management Conference, Vaasa, Finland August 22-24, 2019.

Analysis of the fluctuations in the internationalization process: Case evidence from Chinese family firm.  Zhang, X., Aman, R., Zhang, H.J., and Xi, Y. 2019.  A paper presented in NFF 2019, the 25th Nordic Academy of Management Conference, Vaasa, Finland August 22-24, 2019.

Collaborative Innovation in Healthcare: A Case Study of Hospitals as Innovation Platforms. Hyrkäs P., Haukipuro L., Väinämö S., Iivari M., Sachinopoulou A., Majava J. 2019.     Thriving on Future Education, Industry, Business and Society. A paper presented in the MakeLearn and TIIM International Conference, Piran, Slovenia, May 15-17. 2019.

Combining a Business Model and a Brand. Perätalo S., Gyrd-Jones R., Ahokangas, P. 2019. A paper presented in NFF 2019, the 25th Nordic Academy of Management Conference, Vaasa, Finland August 22-24, 2019.

Conceptualizing business ecosystem evolution: A business models perspective. Gomes J., Ahokangas P., Pikkarainen M. 2019. A paper presented in NFF 2019, the 25th Nordic Academy of Management Conference, Vaasa, Finland, August 22-24, 2019.

Creating novel business models through enhancing strategic thinking. Moqaddamerad S., Hurmelinna-Laukkanen P., Hines A. 2019. A paper presented in the 2019 ISPIM Innovation Conference, Florence, Italy, June 16-19, 2019. 20 p.

Creating value through resource complementarity in health service ecosystem: Case digital surgery journey innovation. Kemppainen L., Pikkarainen M., Koivumäki T., Jansson M. 2019. A paper presented in the Second Global Conference on Creating Value, New York, USA, May 14-15, 2019.

Data Access in Connected Health: Managerial Orchestration Challenges and Solutions. Kemppainen L., Pikkarainen M., Hurmelinna-Laukkanen P. 2019.   A paper presented in the 2019 ISPIM Innovation Conference, Florence, Italy, June 16-19, 2019. 

Ecosystemic business model scenarios for Connected Health. Gomes J., Kemppainen L., Pikkarainen M., Koivumäki T., Ahokangas P. 2019. A paper presented at the 3rd Business model conference, New York, USA, June 3-4 2019.

Entrepreneurial ecosystem during the external shock event: Success story of an immigrant female entrepreneur. Aman R., Ahokangas P., Zhang, X. 2019. A paper presented at the EAMSA 2019 Conference,  Dornbir, Austria, October 2-5, 2019.

From profiting from innovation to profiting from artificial intelligence: Platform value capture for AI-enabled smart buildings. Xu Y., Ahokangas P., Turunen M., Mäntymäki M., Peltoniemi J. 2019. A paper presented at NFF 2019 Conference, Vaasa, Finland August 22-24, 2019.

Health Specialists’ needs for Digital Gamified Solution for Pediatric patients in Day Care treatment. Rantala A., Pikkarainen M., Pölkki T. 2019. A paper presented in the 18th European Doctoral Conference in Nursing Science, Graz, Austria, September 19-21, 2019.

Looking inside for business model innovation in context of digital era - does company size matter in a design phase of business model innovation process? Juntunen M., Perätalo S. 2019. A paper presented in NFF 2019, the 25th Nordic Academy of Management Conference, Vaasa, Finland August 22-24, 2019.

Novel platform based ecosystemic business models in the future mobile operator business. Yrjölä S., Ahokangas P., Matinmikko-Blue M. 2019. A paper presented in NFF 2019, the 25th Nordic Academy of Management Conference, Vaasa, Finland, August 22-24, 2019.

Opportunities, values and advantages in smart cities - Case Oulu. Perätalo S., Ahokangas P. 2019. A paper presented in NFF 2019, the 25th Nordic Academy of Management Conference, Vaasa, Finland, August 22-24, 2019.

Opportunity complementarity in data-driven business models. Xu Y., Kemppainen L., Ahokangas P., Pikkarainen, M.  2019. A paper presented at the 3rd Business model conference, New York, USA, June 3-4, 2019.

Platform business models for the future wireless networks. Yrjölä S., Ahokangas P., Matinmikko-Blue M. 2019. A paper presented at the 3rd Business model conference, New York, USA, June 3-4, 2019.

Potential and challenges of coupled process of open innovation. Hyrkäs E., Pikkarainen M., Alalääkkölä T. 2019.  A paper presented in the 2019 ISPIM Innovation Conference, Florence, Italy, June 16-19, 2019.

Redefining value through patient centered outcomes. Hyrkäs E., Gonzalez J., Pikkarainen M. 2019. A paper presented in the ICHOM Conference, Rotterdam, the Netherlands, May 2-3, 2019.

The effects of platform business models on internationalization. outcomes and speed: proposition development and future research agenda. Galkina T., Atkova, I., Ahokangas, P. 2019. A paper presented in NFF 2019, the 25th Nordic Academy of Management Conference, Vaasa, Finland, August 22-24, 2019.

Value creation and capture in smart city platform business models. Perätalo S., Ahokangas, P. 2019. A paper presented in the 3rd Business Model Conference. New York, USA, June 3-4, 2019.

Value of the spectrum for local mobile communication networks: Insights into awarding and pricing the 5G spectrum bands. Matinmikko-Blue M., Yrjölä S., Ahokangas P., Seppänen V., Hämmäinen H., Jurva R. 2019. A paper presented in the 30th ITS European Conference, Helsinki, Finland, June 16-19. 18 p.

Scientific monographs

Open business models for future smart energy. A value perspective. Yueqiang Xu 2019. Acta Universtatis Ouluensis, Economica G112. Oulu: University of Oulu. 115 p. + app. (doctoral dissertation)

Professional reports

ApuaDigiin – digimuutos suomalaisissa pk-yrityksissä. Kääriäinen J., Saari L., Juntunen M., Koivumäki T., Perätalo S., Tihinen M., Lapinlampi S., Silfverhuth T., Pesämaa R., Heikkinen M., Törmänen V., Granholm M., Ikonen H., Tissari S. (2019). VTT Technical Research Centre of Finland. VTT Technology, No. 358. 63 p. DOI https://doi.org/10.32040/2242-122X.2019.T358 (in Finnish)

Other publications

Alustat ja me - liiketoiminnan muutoksen tutkimuksesta. Seppänen, Veikko 2019. University of Oulu, Science with Arctic Attitude Blog, 2019. (in Finnish)

2018

Journal articles

Alajoutsijärvi, K., Kettunen, K. & Sohlo, S. (2018). Shaking the status quo: Business accreditation and positional competition. Academy of Management Learning & Education, vol. 17, no. 2, pp. 203-225.

Gomes, J., Iivari, M., Pikkarainen, M., Ahokangas, P. (2018). Business Models as Enablers of Ecosystemic Interaction: A Dynamic Capability Perspective. International Journal of Social Ecology and Sustainable Development, vol 9, no. 3, pp. 1-13.

Juntunen, M., Ahokangas, P. & Nguyen, H. (2018). Business model scalability in the cloud business context. Journal of Business Models, vol 6., no. 1, pp. 19-38.

Kemppainen, L., Koivumäki, T., Pikkarainen, M. & Poikola, A. (2018). Emerging Revenue Models for Personal Data Platform Operators: When Individuals are in Control of Their Data. Journal of Business Models, Vol. 6, No. 3. (To appear)

Li, R., Zhang, Z., Li, F. & Ahokangas, P. (2018). A shared network access business model for distribution networks. IEEE Transactions on Power systems, vol 33, no. 1, pp. 1082-1084.

Li, F., Li, R., Zhang, Z., Dale, M.,Tolley, D. & Ahokangas, P. (2018). Big data analytics for flexible energy sharing. IEEE Power and Energy Magazine, vol 16, no. 3, pp. 35-42.  

Matinmikko, M., Latva-aho, M., Ahokangas, P. & Seppänen, V. (2018). On regulations for 5G : Micro licensing for locally operated networks. Telecommunications policy, vol. 42, no. 8, pp. 622-635.

Perätalo S., Ahokangas P. (2018), Toward Smart City Business Models, Journal of Business Models, Vol. 6, No. 2, pp. 65-70.

Pikkarainen, M., Pekkarinen, S., Koivumäki, T. & Huhtala, T. (2018). Data as a driver for shaping the practices of a preventive healthcare service delivery network. Journal of Innovation Management, vol. 6, no. 1, pp. 55-79.

Törmälä, M. &  Saraniemi, S. (2018). The roles of business partners in corporate brand image co-creation. Journal of Product & Brand Management, vol. 27, no. 1, pp. 29-40.

Yrjölä, S., Matinmikko, M., Mustonen, M. & Ahokangas. P. (2017). Spectrum sharing transforms mobile broadbad services towards markets. International Journal on Advances in Intelligent Systems, vol.  10, no. 3-4, pp. 410-422.

Xu, Y. & Koivumäki, T. (2018). Digital business model effectuation: an agile approach. Computers in human behavior, October 2018.

Articles in conference proceedings and books

Ahokangas, P., Atkova, I., Xu, Y. & Juntunen, M. (2018). Business model options – how to deal with them. In: Etemad, H., Evers, N. & Kock, S. (Eds.), Entrepreneurial Internationalization in the Increasingly Competitive, Digitized and Networked Global Economy. Seventh Volume in the McGill International Entrepreneurship Series. Edward Elgar Publishing. (To appear)

Ahokangas, P., Boter, H., & Iivari, M. (2018). Ecosystem Perspective on Entrepreneurship. In: Turcan, R. V. & Fraser, N. M. (eds.), A handbook of multidisciplinary perspectives on entrepreneurship. Palgrave, London, pp. 387-407.

Gomes, J., Iivari, M., Ahokangas, P. Isotalo, L., Sahlin, B. & Melén, J. (2018). Cyber Security Business Models in 5G. In: Liyanage, M., Ahmad, I., Bux Abro, a., Gurtov, A. & Ylianttila, M. (eds.), A Comprehensive Guide to 5G Security.  John Wiley & Sons, New York, pp. 99-116.

Xu Y., Ahokangas P., Yrjölä S. & Koivumäki T. (2018). The Blockchain Marketplace as the Fifth Type of Electricity Market. In: Chong P., Seet B. C., Chai M., Rehman S. (eds.) Smart Grid and Innovative Frontiers in Telecommunications. SmartGIFT 2018. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol. 245. Springer, Cham.

Conference and workshop papers

Ahokangas, P., Matinmikko-Blue, M., Yrjölä, S., Seppänen, V., Hämmäinen, H., Jurva, R. & Latva-aho, M. (2018). Business Models for Local 5G Micro Operators. Paper presented at IEEE International Symposium on Dynamic Spectrum Access Networks (Dyspan), 22-25 October 2018, Seoul, South Korea.

Ahokangas, P., Sipola, E., Matinmikko-Blue, M., Hämmäinen, H. & Walia, J. (2018). Coopetition and ecosystems – business model for emerging 5G technology context. Paper presented at the 2nd Business Model Conference, June 6-7, 2018, Florence, Italy.

Cleland, B., Wallace, J., Bond, R., Black, M., Mulvenna, M., Rankin, D., Gomes, J.F., Connolly, P., Epelde, G. & Campbell, S. (2018). Meaningful Integration of Data Analytics and  Services in MIDAS Project: Engaging Users in  the Co-Design of a Health Analytics Platform. Paper presented at the 32nd Human Computer Interaction Conference, Belfast, Ireland, 2-6 July, 2018.

Gomes, J., Iivari, M. & Ahokangas, P. (2018). From ecosystemic scenarios to business models in future facility services. Paper presented at the 2nd Business Model Conference, June 6-7, 2018, Florence, Italy.

Gomes, J., Pääkkönen, J., Iivari, M., Kemppainen, L. & Pikkarainen, M. (2018). "MyData" potential in public health decisions. Proc. of the 9th Annual EDSI Conference. Decision Sciences for the New Global Economy. Udine & Venice, June 3rd to June 6th, 2018.

Haapanen, L., Ahokangas, P., Juntunen, J., Juntunen, M. (2018). Unanimity of top management team and firm performance in internationalizing SMEs. Paper presented at the at EIBA 2018 Poznań Conference 13-15 December 2018, Poznan, Poland.

Hirvonen-Kantola, S., Iivari, M. & Hurmelinna, P. 2018. Innovation Ecosystem Orchestration Activities in Spatial Planning Agencies. Paper presented in the ISPIM Conference, Stockholm, Sweden, 17-20 June 2018.

Matinmikko-Blue, M., Yrjölä, S., Seppänen, V., Ahokangas, P., Hämmäinen, H. & Latva-aho, M. (2018). Analysis of Spectrum Valuation Approaches: The Viewpoint of Local 5G Networks in Shared Spectrum Bands. Paper presented at IEEE International Symposium on Dynamic Spectrum Access Networks (Dyspan), 22-25 October 2018, Seoul, South Korea.

Perätalo, S. Gyrd-Jones, R., Ahokangas, P. & Törmälä, M. (2018). Becoming a Business Kitchen – a business model and a brand. Paper presented at the 2nd Business Model Conference, June 6-7, 2018, Florence, Italy.

Perätalo, S., Iivari, M. & Ahokangas, P. (2018). Toward Smart City Business Models. Paper presented at the 2nd Business Model Conference, June 6-7, 2018, Florence, Italy.

Perätalo, S., Gyrd-Jones, R., Ahokangas, P. & Törmälä, M. (2018). Becoming a Business Kitchen – a business model and a brand. Paper presented at the 2nd Business Model Conference, June 6-7, 2018, Florence, Italy.

Xu, Y., Turunen, M., Ahokangas, P., Mäntymäki, M. & Heikkilä, J. (2018). Contextualized business model: the case of experiential environment and AI. Paper presented at the 2nd Business Model Conference, June 6-7, 2018, Florence, Italy.

Yrjölä, S., Ahokangas, P. & Matinmikko-Blue, M. (2018). Novel Context and Platform Driven Business Models via 5G Networks. Paper presented at IEEE PIMRC2018 Conference, September 9-12, 2018, Bologna, Italy.

Scientific monographs

Pikkujämsä, P. (2018). Place marketing and foreign direct investments in the changing ICT era. Acta Universitatis Ouluensis, G Oeconomica 101. 177p. + App. (Doctoral dissertation)

Professional reports

Lämsä A., Keränen A. & Savela T. (2018). Vauhtia vastuullisuuteen – Naisten johtamiskoulutuksen vaikuttavuus. ePooki - Oulun ammattikorkeakoulun tutkimus- ja kehitystyön julkaisut 28/2018, Oulun ammattikorkeakoulu, Oamk. (in Finnish)

Other publications

Seppänen, V. (2018). Gradun rakenne on yksinkertainen. Helsingin Sanomat, 22.1.2018, p. B11. (in Finnish)

Seppänen, V. (2018). Arvoa kaiken hajaantumisesta. Forum24, 31.7.2018, p. 6. (in Finnish)

---

2017 

Journal articles

Alajoutsijärvi, K., Kettunen, K., Sohlo, S. 2017. Shaking the status quo: Business accreditation and positional competition. Academy of Management Learning and Education. Published ahead of print on June 30, 2017.

Gomes, J., Pikkarainen, M., Ahokangas, P., Niemelä, R. 2017. Towards business ecosystems for connected health. Finnish Journal of E-health and E-welfare, 9 (2-3), pp. 95-111.

Gomes, J., Iivari, M., Ahokangas, P., Isotalo, L., Niemelä, R. 2017. Cybersecurity Business Models for IoT-Mobile Device Management Services in Futures Digital Hospitals. Journal of ICT Standardization, 5 (1), pp. 107-128. 

Li, R., Zhang, Z., Li, F., Ahokangas, P. 2017. A shared network access business model for distribution networks. IEEE Transactions on Energy Conversion, 2p.( accepted for publication)

Matinmikko, M., Latva-aho, M., Ahokangas, P., Seppänen, V. 2017. On regulations for 5G: Micro licensing for locally operated networks. Telecommunications Policy. (accepted for publication)

Matinmikko, M., Latva-Aho, M., Ahokangas, P., Yrjölä, S., Koivumäki, T. 2017. Micro operators to boost local service delivery in 5G. Wireless Personal Communications. 95 (1), pp. 69–82.

Moqaddamerad, S., Ahokangas, P., Matinmikko, M., Rohrbeck. R. 2017. Business Models Based on the Scenarios: Exploring 5G Telecommunication Market. Journal of Futures Studies 22 (1). (forthcoming)

Pikkarainen, M. Hurmelinna-Laukkanen, P. Ervasti, M. Nätti, S. 2017. Orchestration Roles to Facilitate Networked Innovation in a Healthcare Ecosystem. The Technology Innovation Management (TIM) Review, special issue on platforms and ecosystems. (accepted for publication)

Törmälä, M., Gyrd-Jones, R. 2017. Development of new B2B venture corporate brand identity: A narrative performance approach. Industrial Marketing Management, (65), pp. 76-85.

Yrjölä, S., Matinmikko, M., Mustonen, M., Ahokangas, P. 2017. Analysis of dynamic capabilities for spectrum sharing in the citizens broadband radio service. Analog Integrated Circuits & Signal Processing, 91 (2), pp. 187-201.

Koivumäki, T., Pekkarinen, S., Lappi, M., Väisänen, J., Juntunen, J., Pikkarainen, M. 2017. Consumer Adoption of Future MyData-Based Preventive eHealth Services: An Acceptance Model and a Survey Study. Journal of Medical Internet Research. 25 p. (accepted for publication)

Articles in conference proceedings and books

Ahokangas, P., Atkova, I., Hurmelinna-Laukkanen, P. 2017. Come to the Northern side – we have a business model. In: Vincze, S. 2017. Motivating SMEs to Cooperate and Internationalize: A Dynamic Perspective. Routledge Studies in Small Business. Routledge, London.

Ahokangas, P., Boter, H., Iivari, M. 2017 Ecology Perspective on Entrepreneurship: The Role of Ecosystems. In: Turcan, R. , Fraser, N. 2017. A handbook of multidisciplinary perspectives on entrepreneurship. Palgrave, London. (forthcoming)

Gomes, J., Iivari, M., Ahokangas, P., Isotalo, L., Sahlin, B., Melén, J. 2017. Cyber Security Business models in 5G. In: Liyange, M., Gurtov, A., Ylianttila, M., Ijaz, A., Bux Abro, A. 2017. Comprehensive guide to 5G security. Wiley Publishers, London.

Huhtala, T., Saraniemi, S., Pikkarainen, M. 2017. Transformation of  the Business Model in an Occupational Health Care Company in  the Emerging Personal Data Ecosystem - A Case Study in Finland.  ICBIR 2017: International Conference on Business Innovation and Research.

Iivari, M., Pikkarainen, M., Francis Gomes, J., Ylen, P., Ranja, J. 2017. Advancing Open Innovation in Data-Driven Preventive Healthcare. The 4th World Open Innovation Conference (WOIC). (accepted for publication)

Iivari, M., Pikkarainen, M., Koivumäki, T. 2017. How MyData is Transforming the Business Models for Health Insurance Companies. In: Camarinha-Matos, Luis M., Afsarmanesh, H., Fornasiero, R. 2017. Collaboration in a Data-Rich World. The 8th IFIP WG 5.5 Working Conference on Virtual Enterprises, PRO-VE 2017, Vicenza, Italy, September 18-20, 2017, pp. 323-332.

Matinmikko, M., Yrjölä, S., Mustonen, M., Ahokangas, P., Horneman, K. 2017. Licensed shared access (LSA) and three-tier spectrum sharing models: regulation, business and technology perspectives. In: Alexiou, A. 2017. 5G Wireless Technologies. The Institution of Engineering and Technology (IET), June 2017.

Conference and workshop papers

Ahokangas, P., Atkova, I. 2017. Business models when “nothings” continue to happen. Paper presented at the 1st Business model conference, May 18-19, 2017, Venice, Italy.

Ahokangas, P., Matinmikko, M., Yrjölä, S., Atkova, I. 2017. Disruptive revenue models for future micro operator driven mobile business ecosystem. Paper presented at the Nordic Academy of Management Conference, 23-25 August, 2017, Bodo, Norway.

Gomes, P., Ahokangas, P., Pikkarainen, M. 2017. Factors impacting the orchestrator business model in connected health business ecosystems. Paper presented at the Business model conference, May 18-19, 2017, Venice, Italy.

Gomes, J., Ahokangas, P., Pikkarainen, M. 2017. Success factors for futures connected health business ecosystems: business model as a unit of analysis.  Paper presented at the 1st Business model conference, May 18-19, 2017, Venice, Italy.

Gomes, J., Iivari, M., Pikkarainen, M., Ahokangas, P. 2017. Business models as dynamic capability for ecosystemic symbiosis. Paper presented at the Nordic Academy of Management Conference, 23-25 August, 2017, Bodo, Norway.

Gomes, J., Iivari, M., Pikkarainen, M., Ahokangas, P. 2017. Ecosystemic business model for connected health innovation ecosystem: the case of OuluHealth labs - Co-Creation platform. Paper presented at the Nordic Academy of Management Conference, 23-25 August, 2017, Bodo, Norway.

Hurmelinna, P., Atkova, I., Ahokangas, P. 2017. Choose your disruption – changing focus of innovation. Paper presented at The XXVIII ISPIM Innovation Conference – Composing the Innovation Symphony, Austria, Vienna on 18-21 June 2017. 

Iivari, M., Hirvonen-Kantola, S., Ahokangas, P. 2017. Business model approach for new market creation in urban development projects. Paper presented at the Nordic Academy of Management Conference, 23-25 August, 2017, Bodo, Norway.

Iivari M., Pikkarainen, M., Häikiö, J., Digitalization of Healthcare: Rich Data in Policy Decision-Making. Paper presented at ISPIM 2017, Vienna.

Kemppainen, L., Pikkarainen, M., Koivumäki, T. 2017. Business Models for Platform Operators in the Field of Human-centered Personal Data Management: A Case Study Approach. Paper presented at the Nordic Academy of Management Conference, 23-25 August, 2017, Bodo, Norway.

Kemppainen, L., Koivumäki, T., Pikkarainen, M., Poikola, A. 2017. Revenue Models of Personal Data Platform Operators. Paper presented at the Nordic Academy of Management Conference, 23-25 August, 2017, Bodo, Norway.

Lehto, I., Ahokangas, P. 2017. Mobile Security Business Models for Critical Infrastructures – An Ecosystemic approach. Paper presented at the Nordic Academy of Management Conference, 23-25 August, 2017, Bodo, Norway.

Moqaddamerad, S., Ahokangas, P., Matinmikko, M., Rohrbeck, R. 2017. Business models based on the scenarios: Exploring 5G telecommunications market. Paper presented at the ISPIM Innovation Forum, 19-22 March 2017, Toronto, Canada.

Moqaddamerad, S., Ahokangas, P., Seppänen, V. 2017. Business ecosystems and business models design: complex activity systems perspective. Paper presented at the Nordic Academy of Management Conference, 23-25 August, 2017, Bodo, Norway.

Pikkarainen, M., Iivari M. 2017 Toward the concept of ecosystemic data-driven business models – case study in the area of preventive health care. Paper presented at the Nordic Academy of Management Conference, 23-25 August, 2017, Bodo, Norway.

Pikkarainen, M. Iivari, M. Francis Gomes, J. Ylen P., Ranta, J. 2017. System dynamics-modelling as a tool to foster innovation orchestration in the context of data-driven policy making. Paper presented at the ISPIM Innovation Summit, 10-13 December 2017, Melbourne, Australia.

Pikkarainen, M., Hurmelinna-Laukkanen, P., Nätti, S., Ervasti M. 2017. The roles of innovation orchestration in healthcare ecosystem. Paper presented at ISPIM 2017, Vienna.

Pouttu, A., Haapola, J., Ahokangas, P., Xu, Y., Kopsakangas-Savolainen, M., Porras, E., Matamoros, J., Kalalas, C., Alonso-Zarate, J., Gallego, F., Rapún, J., Deconinck, G., Almasalma, H., Claeys, S., Wu, J., Cheng, M., Li, F., Zhang, Z., Rivas, S., Casado, S. 2017. P2P Model for Distributed Energy Trading, Grid Control and ICT for Local Smart Grids. Paper presented at 2017 European Conference on Networks and Communications (EuCNC), June 12-15, Oulu, Finland.

Seppänen, V., Atkova, I., Keränen, A., Ulkuniemi, P., Ahokangas, P. 2017. University-level entrepreneurship education –  balancing of academic rigor and relevance with the realities of entrepreneurship. Paper presented at the Yrittäjyyskasvatuspäivät 2017 (Entrepreneurship Education 2017) Conference, September 2017, Oulu, Finland.

Xu, Y., Ahokangas. P., Pussinen, P. 2017. Monetizing the electric shock. Paper presented at the 1st Business model conference, May 18-19, 2017, Venice, Italy.

Xu, Y., Ahokangas, P., Reuter, E. 2017. EaaS: Electricity as a Service? Paper presented at the Nordic Academy of Management  Conference, 23-25 August, 2017, Bodo, Norway.

Scientific monographs

Juntunen, M. 2017. Business model change as a dynamic capability. Acta Universitatis Ouluensis G Oeconomica, nr. 94. University of Oulu, Oulu. (doctoral dissertation)

Professional reports

Saari, L., Suomalainen, T., Kuusela, R., Juntunen, M., Moqaddamerad, S. 2017. A Cookbook for Predicting the Future – Introduction of Foresight Tools. DIMECC, Helsinki. 79 p.

Other publications

Hautala, M., Haverinen, J., Ervasti, M., Kangas, M., Reponen, J., Pikkarainen, M. 2017. Technology Needs for Future Emergency Care. Kansallinen Telelääketieteen ja eHealth- seminaari, 20.-21.4.2017, Turku.   (poster)

Pikkarainen, M., Ahokangas, P., Reponen. J. 2017. Nopeat verkkoteknologiat, tilannekuva kentältä. Kansallinen Telelääketieteen ja eHealth- seminaari, 20.-21.4.2017, Turku.   (abstract)

Pikkarainen, M. 2017. Oulun yliopistolla ja VTT:llä merkittävä rooli tekoälyssä. Kaleva, 12.10.2017. (in Finnish)

Seppänen, V. 2017. Tekoäly – onnistunut paluu tulevaisuuteen? Forum24, 30.11.2017, p. 6. (in Finnish)

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