Abstract
Since decades, the financial industry has experienced a continuous evolution in service delivery due to digitalization. This evolution is characterized by expanded connectivity and enhanced speed of information processing both at the customer interface and in back-office processes. Recently, there has been a shift in the focus of digitalization from improving the delivery of traditional tasks to introducing fundamentally new business opportunities and models for financial service companies. Digital Finance encompasses a magnitude of new financial products, financial businesses, finance-related software, and novel forms of customer communication and interaction—delivered by FinTech companies and innovative financial service providers. Against this backdrop, the research on finance and information systems has started to analyze these changes and the impact of digital progress on the financial sector. Therefore, this article reviews the current state of research in Digital Finance that deals with these novel and innovative business functions. Moreover, it gives an outlook on potential future research directions. As a conceptual basis for reviewing this field, the Digital Finance Cube, which embraces three key dimensions of Digital Finance and FinTech, i.e., the respective business functions, the technologies and technological concepts applied as well as the institutions concerned, is introduced. This conceptualization supports researchers and practitioners when orientating in the field of Digital Finance, allows for the arrangement of academic research relatively to each other, and enables for the revelation of the gaps in research.
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Notes
Online appendix: http://www.efinance.wiwi.uni-frankfurt.de/forschung/jbe-tables.html.
Online appendix: http://www.efinance.wiwi.uni-frankfurt.de/forschung/jbe-tables.html.
References
Agrawal A, Catalini C, Goldfarb A (2015) Crowdfunding: geography, social networks, and the timing of investment decision. J Econ Manag Strat 24(2):253–274
Ahlers GK, Cumming D, Günther C, Schweizer D (2015) Signaling in equity crowdfunding. Entrep Theory Pract 39(4):955–980. doi:10.1111/etap.12157
Allen F, McAndrews J, Strahan P (2002) E-Finance: an introduction. J Financ Serv Res 22(1):5–27
Allison TH, Davis BC, Short JC, Webb JW (2015) Crowdfunding in a prosocial microlending environment: examining the role of intrinsic versus extrinsic cues. Entrep Theory Pract 39(1):53–73. doi:10.1111/etap.12108
Amit R, Zott C (2015) Crafting business architecture: the antecedents of business model design. Strat Entrep J 9(4):331–350. doi:10.1002/sej.1200
Androutsellis-Theotokis S, Spinellis D (2004) A survey of peer-to-peer content distribution technologies. ACM Comput Surv 36(4):335–371
Antweiler W, Frank MZ (2004) Is all that talk just noise? The information content of internet stock message boards. J Financ 54(3):1259
Arumugam M, Cusick K (2008) General insurance 2020: insurance for the individual
Arwas A, Soleil K (2015) Robo-Advice 2.0: The next generation
Auxmoney (2015a) Bonitätsinformationen: Wie bewertet auxmoney die Bonität eines Kreditsuchenden? https://www.auxmoney.com/infos/bonitaetsinformationen. Accessed 21 Mar 2016
Auxmoney (2015b) Kredit für Selbstständige: Kredite für Selbständige mit auxmoney. https://www.auxmoney.com/kredit/darlehen-kredit-fuer-selbststaendige.html. Accessed 2 Feb 2016
Ayondo markets Ltd (2016) Social trading: innovative network trading. https://www.ayondo.com/en/social-trading/. Accessed 8 Feb 2016
Banks E (2001) e-Finance: the electronic revolution, 1st edn. Wiley, Chichester
Barber BM, Odean T (2001) The internet and the investor. J Econ Perspect 15(1):41–54
Barber BM, Odean T (2002) Online investors: do the slow die first? Rev Financ Stud 15(2):455–487
Belleflamme P, Lambert T, Schwienbacher A (2014) Crowdfunding: tapping the right crowd. J Bus Ventur 29(5):585–609. doi:10.1016/j.jbusvent.2013.07.003
Benthaus J, Beck R (2015) It’s more about the content than the users! The influence of social broadcasting on stock markets. In: Proceedings of the twenty-third European conference on information systems (ECIS 2015), Münster, Germany
Berger SC, Gleisner F (2009) Emergence of financial intermediaries in electronic markets the case of online P2P lending. BuR Bus Res 2(1):39
Biais B, Foucault T (2014) HFT and market quality. Bank Mark Invest 128:5–19
Bitcoin.org (2016) Bitcoin developer guide. https://bitcoin.org/en/developer-guide#block-chain. Accessed 11 Mar 2016
Bourdieu P (1986) The Forms of Capital. In: Richardson JG (ed) Handbook of theory and research for the sociology of education. Greenwood Press, New York, pp 241–258
Boyd DM, Ellison NB (2007) Social network sites: definition, history, and scholarship. J Comput Mediat Commun 13(1):210–230. doi:10.1111/j.1083-6101.2007.00393.x
Bradford T, Keeton WR (2012) New person-to-person payment method: have checks met their match. Econ Rev (3rd Quarter)
Brenig C, Accorsi R, Müller G (2015) Economic analysis of cryptocurrency backed money laundering. In: Proceedings of the twenty-third European conference on information systems (ECIS 2015), Münster, Germany
Brière M, Kim Oosterlinck, Szafarz A (2015) Virtual currency, tangible return: portfolio diversification with bitcoin. J Asset Manag 16(6):365–373
Burtch G (2011) Herding behavior as a network externality. In: Proceedings of the thirty second international conference on information systems (ICIS 2011), Shanghai, China
Burtch G, Chan J (2014) Reducing medical bankruptcy through crowdfunding: evidence from GiveForward. In: Proceedings of the thirty fifth international conference on information systems (ICIS 2014), Auckland, New Zealand
Burtch G, Ghose. Anindya, Wattal S (2012) An empirical examination of cultural biases in interpersonal economic exchange. In: Proceedings of the thirty third international conference on information systems (ICIS 2012), Orlando, Florida, USA
Burtch G, Ghose A, Wattal S (2013a) An empirical examination of the antecedents and consequences of contribution patterns in crowd-funded markets. Inf Syst Res 24(3):499–519. doi:10.1287/isre.1120.0468
Burtch G, Ghose A, Wattal S (2013b) An empirical examination of users’ information hiding in a crowdfunding context. In: Proceedings of the thirty fourth international conference on information systems (ICIS 2013), Milan, Italy
Burtch G, Ghose A, Wattal S (2014) Cultural differences and geography as determinants of online prosocial lending. MIS Q 38(3):773
Burtch G, Ghose A, Wattal S (2015) The hidden cost of accommodating crowdfunder privacy preferences: a randomized field experiment. Manag Sci 61(5):949–962. doi:10.1287/mnsc.2014.2069
Chen H, De P, Hu Y, Hwang B (2014) Wisdom of crowds: the value of stock opinions transmitted through social media. Rev Financ Stud 27(5):1367–1403. doi:10.1093/rfs/hhu001
Cholakova M, Clarysse B (2015) Does the possibility to make equity investments in crowdfunding projects crowd out reward-based investments? Entrep Theory Pract 39(1):145–172. doi:10.1111/etap.12139
Chordia T, Goyal A, Lehmann BN, Saar G (2013) High-frequency trading. J Financ Mark 16(4):637–645
Choudhary V, Tyagi RK (2009) Economic incentives to adopt electronic payment schemes under competition. Decis Support Syst 46(2):552–561. doi:10.1016/j.dss.2008.10.006
Christensen C (1997) The innovator’s dilemma: the revolutionary book that will change the way you do business. HarperBusiness, New York
Colombo MG, Franzoni C, Rossi-Lamastra C (2015) Internal social capital and the attraction of early contributions in crowdfunding. Entrep Theory Pract 39(1):75–100. doi:10.1111/etap.12118
Contini D, Crowe M, Merritt C, Oliver R (2011) Mobile payments in the United States: mapping out the road ahead
Crawford S, Gray W, Johnson B, Price RA (2013) Do buy-side recommendations have investment value? Annual Meeting of the American Finance Association (AFA)
Creswell JW, Plano Clark VL (2010) Designing and conducting mixed methods research. SAGE Publications, Thousand Oaks
Dahlberg T, Mallat N, Ondrus J, Zmijewska A (2008) Past, present and future of mobile payments research: a literature review. Electron Commer Res Appl 7(2):165–181. doi:10.1016/j.elerap.2007.02.001
Dahlberg T, Bouwman H, Cerpa N, Guo J (2015) M-Payment—how disruptive technologies could change the payment ecosystem. In: Proceedings of the twenty-third European conference on information systems (ECIS 2015), Münster, Germany
Dapp T (2014) Fintech—Die digitale (R)evolution im Finanzsektor: Algorithmenbasiertes Banking mit human touch
de Bel J, Gâza M (2011) Mobile payments 2012: my mobile, my wallet?
Deutsche Bundesbank (2014) Banking Act (Revised read-only version). https://www.bafin.de/SharedDocs/Downloads/EN/Aufsichtsrecht/dl_kwg_en.pdf
Digital Finance Institute (2015) Innovation: innovation matters. http://digifin.org/digital-finance-innovation/. Accessed 1 Feb 2016
Dodgson M, Gann D, Wladawsky-Berger I, Sultan N, George G (2015) Managing digital money. Acad Manag J 58(2):325–333. doi:10.5465/amj.2015.4002
Doering P, Neumann S, Paul S (2015) A primer on social trading networks, institutional aspects and empirical evidence. Working paper 5th May, 2015
Duarte J, Siegel S, Young L (2012) Trust and credit: the role of appearance in peer-to-peer lending. Rev Financ Stud 25(8):2455–2484. doi:10.1093/rfs/hhs071
Dyhrberg AH (2015a) Bitcoin, gold and the dollar—a GARCH volatility analysis. Financ Res Lett 16:85–92. doi:10.1016/j.frl.2015.10.008
Dyhrberg AH (2015b) Hedging capabilities of bitcoin. Is it the virtual gold? Financ Res Lett 16:139–144. doi:10.1016/j.frl.2015.10.025
Ebringer T, Thorne P, Zheng Y (2000) Parasitic authentication to protect your e-wallet. Computer 33(10):54–60. doi:10.1109/2.876293
Ernkvist M (2015) The double knot of technology and business-model innovation in the era of ferment of digital exchanges: the case of OM, a pioneer in electronic options exchanges. Technol Forecast Soc Change 99:285–299. doi:10.1016/j.techfore.2015.02.001
eToro Ltd (2016) What Is social trading? http://www.etoro.com/en/social-trading/. Accessed 8 Feb 2016
European Central Bank (2012) Virtual currency schemes. European Central Bank, Frankfurt am Main, Germany
FATF (2014) Virtual currencies: key definitions and potential AML/CFT risks
FATF GAFI (2006) Report on new payment methods
Fein ML (2015) Robo-advisors: a closer look. Working paper June 30, 2015
Forex Capital Markets (2016) Trade directly from charts. https://www.fxcm.com/platforms/trading-station/powerful-charts/. Accessed 22 Mar 2016
Friendsurance (2016) So funktioniert der Schadensfrei-Bonus. https://www.friendsurance.de/so-funktionierts. Accessed 11 Feb 2016
Gao L, Waechter KA (2015) Examining the role of initial trust in user adoption of mobile payment services: an empirical investigation. Inf Syst Front. doi:10.1007/s10796-015-9611-0
Gattenio CA (2002) Digitizing finance: views from the leading edge. Financ Exec 18(2):49–51
Gerber EM, Hui J (2013) Crowdfunding: motivations and deterrents for participation. ACM Trans Comput Hum Interact 20(6):1–32. doi:10.1145/2530540
Glaser F, Bezzenberger L (2015) Beyond cryptocurrencies—a taxonomy of decentralized consensus systems. In: Proceedings of the twenty-third European conference on information systems (ECIS 2015), Münster, Germany
Glaser F, Zimmermann K, Haferkorn M, Weber MC, Siering M (2014) Bitcoin—asset or currency? Revealing Users’ Hidden Intentions. In: Proceedings of the twenty second European conference on information systems (ECIS 2014), Tel Aviv, Isreal
Gomber P, Arndt B, Lutat M, Uhle T (2011) High-frequency trading. SSRN J
Gottschlich J, Hinz O (2014) A decision support system for stock investment recommendations using collective wisdom. Decis Support Syst 59:52–62. doi:10.1016/j.dss.2013.10.005
Greiner ME, Wang H (2009) The role of social capital in people-to-people lending marketplaces. In: Proceedings of the thirtieth international conference on information systems (ICIS 2009), Phoenix, Arizona, USA
Greiner ME, Wang H (2010) Building consumer-to-consumer trust in E-Finance marketplaces: an empirical analysis. Int J Electron Commer 15(2):105–136. doi:10.2753/JEC1086-4415150204
Grinberg R (2012) Bitcoin: an innovative alternative digital currency. Hast Sci Technol Law J 4(1):159
Gu B, Konana P, Raghunathan R, Chen HM (2014) The Allure of Homophily in social media: evidence from investor responses on virtual communities. Inf Syst Res 25(3):604–617. doi:10.1287/isre.2014.0531
Haas P, Blohm I, Leimeister JM (2014) An empirical taxonomy of crowdfunding intermediaries. In: Proceedings of the thirty fifth international conference on information systems (ICIS 2014), Auckland, New Zealand
Hart C (1999) Doing a literature review: releasing the social science research imagination. SAGE Publications, London
Hartmann ME (2006) E-Payments Evolution. In: Lammer T (ed) Handbuch E-Money, E-Payment & M-Payment. Physica-Verlag, Heidelberg
Heimer RZ (2015) Peer pressure: does social interaction explain the disposition effect. Annual Meeting of the European Finance Association (EFA)
Heimer RZ, Simon D (2013) Facebook finance: how social interaction propagates active investing. Annual Meeting of the American Finance Association (AFA)
Hemmadi M (2015) FinTech is both friend and FOE. Can Bus 88(6):10–11
Hildebrand T, Puri M, Rocholl J (2011) Skin in the game: Evidence from the online social lending market. Annual Meeting of the European Finance Association (EFA)
Hill S, Ready-Campbell N (2011) Expert stock picker: the wisdom of (Experts in) crowds. Int J Electron Commer 15(3):73–102. doi:10.2753/JEC1086-4415150304
Hjelholt M, Damsgaard J (2012) The genesis and evolution of digital payment platforms. In: Proceedings of the twentieth European conference on information systems (ECIS 2012), Barcelona, Spain
Hu N, Liu L, Zhang JJ (2008) Do online reviews affect product sales?: the role of reviewer characteristics and temporal effects. Inf Technol Manag 9(3):201–214. doi:10.1007/s10799-008-0041-2
Jacobs A (2009) The pathologies of big data. Commun ACM 52(8):36. doi:10.1145/1536616.1536632
Jones H (2016) Global regulators move closer to regulating fintech. http://www.reuters.com/article/us-g20-regulations-fintech-idUSKCN0WX21J. Accessed 11 Apr 2016
Kaplanov N (2012) Nerdy money: bitcoin, the private digital currency, and the case against its regulation. Loy Consumer Law Rev 25(1):111–174
Kazan E, Damsgaard J (2014) An investigation of digital payment platform designs: a comparative study of four european solutions. In: Proceedings of the twenty second European conference on information systems (ECIS 2014), Tel Aviv, Isreal
Kim H, Chan HC, Gupta S (2007) Value-based adoption of mobile internet: an empirical investigation. Decis Support Syst 43(1):111–126. doi:10.1016/j.dss.2005.05.009
King A (2014) Fintech: throwing down the gauntlet to financial services. http://www.unquote.com/unquote/analysis/74596/fintech-throwing-down-the-gauntlet-to-financial-services. Accessed 20 Feb 2017
Klapper L (2006) The role of factoring for financing small and medium enterprises. J Bank Financ 30(11):3111–3130. doi:10.1016/j.jbankfin.2006.05.001
Klöhn L, Hornuf L (2012) Crowdinvesting in Deutschland: Markt, Rechtslage und Regulierungsperspektiven. Zeitschrift für Bankrecht und Bankwirtschaft (ZBB) 24(4):237–320
Koch J, Siering M (2015) Crowdfunding success factors: the characteristics of successfully funded projects on crowdfunding platforms. In: Proceedings of the twenty-third European conference on information systems (ECIS 2015), Münster, Germany
Kranz TT, Teschner F, Weinhardt C (2015) Beware of performance indicators. Bus Inf Syst Eng 57(6):349–361. doi:10.1007/s12599-015-0399-8
Kuehne K, Kosch L, Cuylen A (2015) Will XML-based electronic invoice standards succeed?—an explorative study. In: Proceedings of the twenty-third European conference on information systems (ECIS 2015), Münster, Germany
Lechner S, Nolte I (2009) Customer trading in the foreign exchange market: empirical evidence from an internet trading platform version. Working paper 20 Jul 2009
Lee M (2009) Predicting and explaining the adoption of online trading: an empirical study in Taiwan. Decis Support Syst 47(2):133–142. doi:10.1016/j.dss.2009.02.003
Lee P (2015a) The fintech entrepreneurs aiming to reinvent finance. Euromoney (UK) 46(552):42–48
Lee S (2015b) Fintech and Korea’s financial investment industry. KCMI—Capital Market Opinion
Lee S, Persson P (2012) Financing from family and friends. Annual Meeting of the European Finance Association (EFA)
Lehner OM (2014) The formation and interplay of social capital in crowdfunded social ventures. Entrep Reg Dev 26(5–6):478–499. doi:10.1080/08985626.2014.922623
Li Q, Wang T, Gong Q, Chen Y, Lin Z, Song S (2014) Media-aware quantitative trading based on public Web information. Decis Support Syst 61:93–105. doi:10.1016/j.dss.2014.01.013
Lim AS (2008) Inter-consortia battles in mobile payments standardisation. Electron Commer Res Appl 7(2):202–213. doi:10.1016/j.elerap.2007.05.003
Lin M, Prabhala NR, Viswanathan S (2009) Can social networks help mitigate information asymmetry in online markets? In: Proceedings of the thirtieth international conference on information systems (ICIS 2009), Phoenix, Arizona, USA
Lin M, Prabhala NR, Viswanathan S (2013) Judging borrowers by the company they keep: friendship networks and information asymmetry in online peer-to-peer lending. Manag Sci 59(1):17–35. doi:10.1287/mnsc.1120.1560
Lu Y, Li L, Dong D, Yang D (2010) Is there two-way information transmission between stock markets and stock discussion boards? In: Proceedings of the thirty first international conference on information systems (ICIS 2010), St. Louis, Missouri, USA
Lu Y, Yang S, Chau PY, Cao Y (2011) Dynamics between the trust transfer process and intention to use mobile payment services: a cross-environment perspective. Inf Manag 48(8):393–403. doi:10.1016/j.im.2011.09.006
Mallat N (2007) Exploring consumer adoption of mobile payments—a qualitative study. J Strateg Inf Syst 16(4):413–432. doi:10.1016/j.jsis.2007.08.001
Martikainen E, Schmiedel H, Takalo T (2015) Convergence of European retail payments. J Bank Financ 50:81–91. doi:10.1016/j.jbankfin.2014.09.021
McAfee A, Brynjolfsson E (2012) Big data: the management revolution. Harv Bus Rev 90(10):51–68
Menkveld AJ (2016) The economics of high-frequency trading: taking stock. Annu Rev Financ Econ 8:1–24
Merritt C (2010) Mobile money transfer services: the next phase in the evolution in person-to-person payments. Working paper Aug 2010
Mild A, Waitz M, Wöckl J (2015) How low can you go?:—overcoming the inability of lenders to set proper interest rates on unsecured peer-to-peer lending markets. J Bus Res 68(6):1291–1305. doi:10.1016/j.jbusres.2014.11.021
Ministry of Business, innovation & employment of New Zealand (2015) Financial service providers. http://www.business.govt.nz/laws-and-regulations/consumer-laws/financial-service-providers. Accessed 25 Feb 2016
Moenninghoff SC, Wieandt A (2012) The future of peer-to-peer finance. Schmalenbachs Zeitschrift für betriebswirtschaftliche Forschung 65(5):466–487
Mollick E (2014) The dynamics of crowdfunding: an exploratory study. J Bus Ventur 29(1):1–16. doi:10.1016/j.jbusvent.2013.06.005
Moss TW, Neubaum DO, Meyskens M (2015) The effect of virtuous and entrepreneurial orientations on microfinance lending and repayment: a signaling theory perspective. Entrep Theory Pract 39(1):27–52. doi:10.1111/etap.12110
Nagashree RN, Rao V, Aswini N (2014) Near field communication. IJWMT 4(2):20–30. doi:10.5815/ijwmt.2014.02.03
Nakamoto S (2008) Bitcoin: a peer-to-peer electronic cash system. Working paper
Ngai E, Hu Y, Wong YH, Chen Y, Sun X (2011) The application of data mining techniques in financial fraud detection: a classification framework and an academic review of literature. Decis Support Syst 50(3):559–569. doi:10.1016/j.dss.2010.08.006
Nickerson RC, Varshney U, Muntermann J (2013) A method for taxonomy development and its application in information systems. Eur J Inf Syst 22(3):336–359
Nofer M, Hinz O (2014) Are crowds on the internet wiser than experts?: the case of a stock prediction community. J Bus Econ 84(3):303–338. doi:10.1007/s11573-014-0720-x
OANDA Corporation (2016) OANDA retail trading platforms. http://www.oanda.com/forex-trading/platform/. Accessed 22 Mar 2016
O’Hara M (2015) High frequency market microstructure. J Financ Econ 116:257–270
O’Reilly P, Duane A, Andreev P (2012) To M-Pay or not to M-Pay—Realising the potential of smart phones: Conceptual modeling and empirical validation. Electron Mark 22(4):229–241. doi:10.1007/s12525-012-0105-3
Ondrus J, Bui T, Pigneur Y (2015) A foresight support system using MCDM methods. Group Decis Negot 24(2):333–358. doi:10.1007/s10726-014-9392-8
Ozcan P, Santos FM (2014) The market that never was: Turf wars and failed alliances in mobile payments. Strateg Manag J 36(10):1486. doi:10.1002/smj.2292
Pan W, Altshuler Y, Pentland A (2012) Decoding social influence and the wisdom of the crowd in financial trading network. In: Proceedings of the international conference on privacy, security, risk and trust (PASSAT 2012), Amsterdam, Netherlands, pp 203–209
Paravisini D, Rappoport V, Ravina E (2012) Risk aversion and wealth: evidence from person-to-person lending portfolios. Annual Meeting of the European Finance Association (EFA). doi: 10.3386/w16063
Park J, Konana P, Gu B, Kumar A, Raghunathan R (2013) Information valuation and confirmation bias in virtual communities: evidence from stock message boards. Inf Syst Res 24(4):1050–1067. doi:10.1287/isre.2013.0492
Penttinen E, Tuunainen VK (2011) Assessing the effect of external pressure in inter-organizational is adoption—case electronic invoicing. In: van der Aalst W, Mylopoulos J, Sadeh NM, Shaw MJ, Szyperski C, Sharman R, Rao HR, Raghu TS (eds) Exploring the grand challenges for next generation E-Business, vol 52., SpringerBerlin, Berlin, pp 269–278
Petzel E (ed) (2005) E-Finance: Technologien, Strategien und Geschäftsmodelle—Mit Praxisbeispielen. Gabler Verlag, Wiesbaden
Polasik M, Piotrowska AI, Wisniewski TP, Kotkowski R, Lightfoot G (2015) Price fluctuations and the use of bitcoin: an empirical inquiry. Int J Electron Commer 20(1):9–49. doi:10.1080/10864415.2016.1061413
Qasim H, Abu-Shanab E (2015) Drivers of mobile payment acceptance: the impact of network externalities. Inf Syst Front. doi:10.1007/s10796-015-9598-6
Recker J (2013) Scientific research in information systems. Springer, Berlin
Reynolds P, Yetton P, Trevelyan R (2009) Commonwealth securities limited: The Leading Australian Online, Discount Stockbroker. In: Proceedings of the thirtieth international conference on information systems (ICIS 2009), Phoenix, Arizona, USA
Rizzo M (2014) Digital Finance: empowering the poor via new technologies. http://www.worldbank.org/en/news/feature/2014/04/10/digital-finance-empowering-poor-new-technologies. Accessed 1 Feb 2016
Russom P (2011) Big data analytics. TDWI Best practices report (Fourth Quarter)
SEC (2014) Equity market structure literature review part II: high frequency trading
Shetty S, Shetty T, Amale R (2014) QR-code based digital wallet. Int J Adv Res Comput Sci 5(7):1
Skan J, Dickerson J, Masood S (2015) The future of fintech and banking: digitally disrupted or reimagined? https://www.accenture.com/_acnmedia/Accenture/Conversion-Assets/DotCom/Documents/Global/PDF/Dualpub_11/Accenture-Future-Fintech-Banking.pdf#zoom=50. Accessed 16 Jan 2016
Steinmetz R, Wehrle K (2005) What is this “peer-to-peer” about? In: Steinmetz R, Wehrle K (eds) Peer-to-Peer systems and applications. Springer, Berlin, pp 9–16
Swan M (2015) Blockchain: blueprint for a new economy, 1st edn. O’Reilly, Sebastopol
Szabo N (1997) The idea of smart contracts. Nick Szabo’s Papers and Concise Tutorials
Tai Y, Ku Y (2013) Will stock investors use mobile stock trading? A benefit-risk assessment based on a modified utaut model. J Electron Commer Res 14(1):67
Teschner F, Kranz TT, Weinhardt C (2015) The impact of customizable market interfaces on trading performance. Electron Mark 25(4):325–334. doi:10.1007/s12525-014-0172-8
Thies F, Wessel M, Benlian A (2014) Understanding the dynamic interplay of social buzz and contribution behavior within and between online platforms—evidence from crowdfunding. In: Proceedings of the thirty fifth international conference on information systems (ICIS 2014), Auckland, New Zealand
Tönnesmann (2015) Tschüs, Bank. Hallo, App! ZEIT GELD 2:6–13
Velde FR (2013) Bitcoin: a primer
VHB (2015) Complete list of the journals in VHB-JOURQUAL3 in alphabetical order. http://vhbonline.org/en/service/jourqual/vhb-jourqual-3/complete-list-of-the-journals/. Accessed 22 Mar 2016
Vincent G, Laknidhi V, Klein P, Gera R (2015) Robo-advisors: capitalizing on a growing opportunity
Wang AI (2009) Mobile peer-to-peer collaborative framework and applications. In: Seet B (ed) Mobile peer-to-peer computing for next generation distributed environments: advancing conceptual and algorithmic applications. Inf Sci Ref, Hershey, pp 415–436
Want R (2011) Near field communication. PERVASIVE Comput 10(3):4–7
Webster J, Watson RT (2002) Analyzing the past to prepare for the future: writing a literature review. MIS Quart 26(2):13
Weir CS, Anderson JN, Jack MA (2006) On the role of metaphor and language in design of third party payments in eBanking: usability and quality. Int J Hum Comput Stud 64(8):770–784. doi:10.1016/j.ijhcs.2006.03.003
Wessel M, Thies F, Benlian A (2015) A lie never lives to be old: the effects of fake social information on consumer decision-making in crowdfunding. In: Proceedings of the twenty-third European conference on information systems (ECIS 2015), Münster, Germany
Wiechert T, Thiesse F, Fleisch E (2009) A quantitative evaluation of NFC based contactless payment systems in retail. In: Proceedings of the seventieth European conference on information systems (ECIS 2009), Verona, Italy
Wysocki P (1998) Cheap talk on the web the determinants of postings on stock message boards. Working paper Nov 1998
Xu T (2015) Financial disintermediation and entrepreneurial learning: evidence from the crowdfunding market. Annual Meeting of the European Finance Association (EFA)
Xu SX, Zhang X (2013) Impact of Wikipedia on market information environment: evidence on management disclosure and investor reaction. MIS Quart 37(4):1043
Zask E (ed) (2001) The E-finance report. McGraw-Hill, New York
Zavolokina L, Dolata M, Schwabe G (2016) FinTech—what’s in a name? In: Thirty Seventh international conference on information systems (ICIS 2016), Dublin
Zhang J, Liu P (2012) Rational herding in microloan markets. Manag Sci 58(5):892–912. doi:10.1287/mnsc.1110.1459
Zhang Z, Teo HH (2014) The impact of mobile trading technology on individual investors’ trading behaviors: the “Two-Edged Sword” effect. In: Proceedings of the twenty second European conference on information systems (ECIS 2014), Tel Aviv, Isreal
Zheng H, Li D, Wu J, Xu Y (2014) The role of multidimensional social capital in crowdfunding: a comparative study in China and US. Inf Manag 51(4):488–496. doi:10.1016/j.im.2014.03.003
Zhou T (2013) An empirical examination of continuance intention of mobile payment services. Decis Support Syst 54(2):1085–1091. doi:10.1016/j.dss.2012.10.034
Zvilichovsky D, Inbar Y, Barzilay O (2013) Playing both sides of the market: success and reciprocity on crowdfunding platforms. In: Proceedings of the thirty fourth international conference on information systems (ICIS 2013), Milan, Italy
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Gomber, P., Koch, JA. & Siering, M. Digital Finance and FinTech: current research and future research directions. J Bus Econ 87, 537–580 (2017). https://doi.org/10.1007/s11573-017-0852-x
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DOI: https://doi.org/10.1007/s11573-017-0852-x