Aker J., Mbiti I. (2010): Mobile phones and economic development in Africa. Journal of Economic Perspectives, 24: 207–232. https://doi.org/10.1257/jep.24.3.207 Ali J. (2016): Performance of small and medium-sized food and agribusiness enterprises: Evidence from Indian firms. International Food and Agribusiness Management Review, 19: 53–64. https://doi.org/10.22434/IFAMR2016.0024 Astrachan J.H., Kolenko T.A. (1994): A neglected factor explaining family business success: Human resource practices. Family Business Review, 7: 251–262. https://doi.org/10.1111/j.1741-6248.1994.00251.x Barnes S.J. (2002): Wireless digital advertising: Nature and implications. International Journal of Advertising, 21: 399–420. https://doi.org/10.1080/02650487.2002.11104939 Bell D., Ho T., Tang C. (1998): Determining where to shop: Fixed and variable costs of shopping. Journal of Marketing Research, 35: 352–369. https://doi.org/10.1177/002224379803500306 Bergemann D., Bonatti A. (2011): Targeting in advertising markets: Implications for offline versus online media. The RAND Journal of Economics, 42: 417–443. https://doi.org/10.1111/j.1756-2171.2011.00143.x Bertschek I. (2012): ICT, Internet and worker productivity. In: Durlauf S.N., Blume L. (eds): The New Palgrave Dictionary of Economics. London, UK, Palgrave Macmillan: 1–8. Buy, P., Dasgupta S., Thomas T., Wheeler D. (2009): Determinants of a digital divide in Sub-Saharan Africa: A spatial econometric analysis of cell phone coverage. World Development, 37: 1494–1505. https://doi.org/10.1016/j.worlddev.2009.01.011 Census Survey of Agricultural Industrialization (2010): Census Survey of Agricultural Industrialization. [Dataset]. Ministry of Agriculture, Forestry and Fisheries. Available at https://www.e-stat.go.jp/stat-search/files?page=1 &layout=datalist&toukei=00500247&tstat=00000105209 9&cycle=8&year=20101&month=0&tclass1=000001059 145&tclass2=000001059098 (accessed Mar 10, 2020). Chandra A., Kaiser U. (2014): Targeted advertising in magazine markets and the advent of the internet. Management Science, 60: 1829–1843. https://doi.org/10.1287/mnsc.2013.1830 Chen Y., Gong X., Chu C., Cao Y. (2018): Access to the internet and access to finance: Theory and evidence. Sustainability, 10: 1–38. https://doi.org/10.3390/su10072534 Cheng J., Blankson C., Wang E., Chen L. (2009): Consumer attitudes and interactive digital advertising. International Journal of Advertising, 28: 501–525. https://doi.org/10.2501/S0265048709200710 Chiou L., Kafali E., Rysman M. (2019): Internet use, competition, and geographical rescoping in yellow pages advertising. Information Economics and Policy, 52: 1–36. Del Barrio-García S., Kamakura W., Luque-Martínez T. (2019): A longitudinal cross-product analysis of media-budget allocations: How economic and technological disruptions affected media choices across industries. Journal of Interactive Marketing, 45: 1–15. https://doi.org/10.1016/j.intmar.2018.05.004 Deming J., Gleeson D., O'Dwyer T., Kinsella J., O'Brien B. (2018): Measuring labor input on pasture-based dairy farms using a smartphone. Journal of Dairy Science, 101: 9527–9543. https://doi.org/10.3168/jds.2017-14288 Goldfarb A., Tucker C. (2011): Advertising bans and the substitutability of online and offline advertising. Journal of Marketing Research, 48: 207–227. https://doi.org/10.1509/jmkr.48.2.207 Greene W. (2010): Testing hypotheses about interaction terms in nonlinear models. Economics Letters, 107: 291–296. https://doi.org/10.1016/j.econlet.2010.02.014 Greene W. (2018): Econometric Analysis. 8th Ed. Washington DC, USA, Pearson Education Inc.: 1–1166. Hamill J., Gregory K. (1997): Internet marketing in the internationalisation of UK SMEs. Journal of Marketing Management, 13: 9–28. https://doi.org/10.1080/0267257X.1997.9964456 Hübler M., Hartje R. (2016): Are smartphones smart for economic development? Economics Letters, 141: 130–133. https://doi.org/10.1016/j.econlet.2016.02.001 Khanal A., Mishra A. (2016): Financial performance of small farm business households: The role of internet. China Agricultural Economic Review, 8: 553–571. https://doi.org/10.1108/CAER-12-2014-0147 Ma W., Renwick A., Nie P., Tang J., Cai R. (2018): Off-farm work, smartphone use and household income: Evidence from rural China. China Economic Review, 52: 80–94. https://doi.org/10.1016/j.chieco.2018.06.002 Manchanda P., Dubé J., Goh K., Chintagunta P. (2006): The effect of banner advertising on internet purchasing. Journal of Marketing Research, 43: 98–108. https://doi.org/10.1509/jmkr.43.1.98 Martin B., Abbott E. (2011): Mobile phones and rural livelihoods: Diffusion, uses, and perceived impacts among farmers in rural Uganda. Information Technologies & International Development, 7: 17–34. Mishra A., Williams R., Detre J. (2009): Internet access and internet purchasing patterns of farm households. Agricultural and Resource Economics Review, 38: 240–257. https://doi.org/10.1017/S1068280500003233 Muto M., Yamano T. (2009): The impact of mobile phone coverage expansion on market participation: Panel data evidence from Uganda. World Development, 37: 1887–1896. https://doi.org/10.1016/j.worlddev.2009.05.004 Palan K., Areni C., Kiecker P. (1999): Reexamining masculinity, femininity, and gender identity scales. Marketing Letters, 10: 357–371. https://doi.org/10.1023/A:1008110204546 Pozzi A. (2013): The effect of internet distribution on brick-and-mortar sales. The RAND Journal of Economics, 44: 569–583. https://doi.org/10.1111/1756-2171.12031 Survey on Time Use and Leisure Activities (2011): Survey on Time Use and Leisure Activities. [Dataset]. Statistics Bureau of Japan. Availabe at https://www.stat.go.jp/english/data/shakai/index.html (accessed Mar 10, 2020). Taragola N., Van Lierde D. (2010): Factors affecting the internet behaviour of horticultural growers in Flanders, Belgium. Computers and Electronics in Agriculture, 70: 369–379. https://doi.org/10.1016/j.compag.2009.09.004 Tchakoute-Tchuigoua H. (2010): Is there a difference in performance by the legal status of microfinance institutions? The Quarterly Review of Economics and Finance, 50: 436–442. https://doi.org/10.1016/j.qref.2010.07.003 The Communications Usage Trend Survey (2010): The Communications Usage Trend Survey. [Dataset]. Ministry of Internal Affairs and Communications. Available at https://www.soumu.go.jp/johotsusintokei/statistics/data/120530_1.pdf (accessed Mar 10, 2020). Thirtle C., Holding J. (2003): Productivity of UK agriculture: Causes and constraints. Published Final Report on DEFRA project ER0001/3. London: Department for Environment, Food and Rural Affairs: 1–11. Welsch J.H. (1993): The impact of family ownership and involvement on the process of management succession. Family Business Review, 6: 31–54. https://doi.org/10.1111/j.1741-6248.1993.00031.x Zaefarian G., Kadile V., Henneberg S., Leischnig A. (2017): Endogeneity bias in marketing research: Problem, causes and remedies. Industrial Marketing Management, 65: 39–46. https://doi.org/10.1016/j.indmarman.2017.05.006