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Media Sentiment Towards Chinese Investments in Malaysia: An Examination of the Forest City Project

  • Wang, Yicong (Endicott College of International Studies, Woosong University) ;
  • Reagan, James (Endicott College of International Studies, Woosong University)
  • Received : 2020.06.04
  • Accepted : 2020.07.14
  • Published : 2020.08.31

Abstract

We collected national newspaper articles on the largest Chinese investment project in Malaysia, Forest City, and examined media sentiment polarity using alternative automated sentiment analysis tools. We further checked the robustness of these results using content analysis, and consistently found that sentiment polarity for mainstream news is more volatile than independent online journalism. We also found that the sentiment polarity of Malaysian mainstream media towards Chinese investments is aligned with government interactions between the two countries. This suggests that the sentiment of Malaysian mainstream media towards Chinese investments complies with local government attitudes, while independent online media are less constrained by government control. In light of this, foreign investors looking to more effectively estimate risks should monitor both independent and mainstream media to calculate the sentiment of the host country towards their foreign direct investment projects.

Keywords

References

  1. Alon, I., Fetscherin, M., & Gugler, P. (Ed.). (2012). Chinese International Investments. Palgrave Macmillan. https://doi.org/10.13140/RG.2.2.25800.52482
  2. Arowolo, S. O. (2017). Understanding framing theory. Mass Communication Theory, 3(6), 4. https://doi.org/10.13140/RG.2.2.25800.52482
  3. Baum, M. A., & Potter, P. B. K. (2008). The relationships between mass media, public opinion, and foreign policy: Toward a theoretical synthesis. Annual Review of Political Science, 11(1), 39-65. https://doi.org/10.1146/annurev.polisci.11.060406.214132
  4. Breck, E., & Cardie, C. (2004). Opinion mining and sentiment analysis: Sentiment classification. In R. Mitkov (Ed.), The Oxford handbook of computational linguistics (2nd ed., pp. 1-49). Oxford University Press.
  5. Cambria, E., Schuller, B., Liu, B., Wang, H., & Havasi, C. (2013). Knowledge-based approaches to concept-level sentiment analysis. Intelligent Systems, IEEE, 28(2), 12-14. https://doi.org/10.1109/MIS.2013.45
  6. De Vreese, C., Jochen, P., & Semetko, H. (2001). Framing politics at the launch of the Euro: A cross-national comparative study of frames in the news. Political Communication, 18(2), 107-122. ttps://doi.org/10.1080/105846001750322934
  7. Deuze, M. (2003). The web and its journalisms: Considering the consequences of different types of news media online. New Media & Society, l5(2), 203-230. https://doi.org/10.1177/1461444803005002004
  8. Entman, R. M. (1993). Framing: Toward clarification of a fractured paradigm. Journal of Communication, 43(4), 51-58. https://doi.org/10.1111/j.1460-2466.1993.tb01304.x
  9. Eremyan, R. (2012). Four pitfalls of sentiment analysis accuracy. Retrieved June 25, 2019 from https://www.toptal.com/deep-learning/4-sentiment-analysisaccuracy-traps
  10. Flint, C., & Zhu, C. (2019). The geopolitics of connectivity, cooperation, and hegemonic competition: The Belt and Road Initiative. Geoforum, 99(November), 95-101. https://doi.org/10.1016/j.geoforum.2018.12.008
  11. Gamson, W. A., & Modigliani, A. (1989). Media discourse and public opinion on nuclear power. American Journal of Sociology, 95(1), 1-37. https://doi.org/10.1086/229213
  12. Goffman, E. (1974). Frame analysis:An essay on the organization of experience. Northeastern University Press.
  13. Gunter, B., Koteyko, N., & Atanasova, D. (2014). Sentiment analysis: A marketrelevant and reliable measure of public feeling? International Journal of Market Research, 56(2), 231-247. https://doi.org/10.2501/IJMR-2014-014
  14. Hamilton, J. M., & Jenner, E. (2004). Redefining foreign correspondence. Journalism, 5(3), 301-321. https://doi.org/10.1177/1464884904044938
  15. Haselmayer, M., & Jenny, M. (2016). Sentiment analysis of political communication: Combining a dictionary approach with crowdcoding. Quality and Quantity, 51(6), 2623-2646. https://doi.org/10.1007/s11135-016-0412-4
  16. Ilheu, F. (2011). Chinese outward foreign direct investment: In search of a new theory. International Journal of Asian Business and Information Management, 1(4), 43-56. https://doi.org/10.4018/jabim.2010100104
  17. Iyengar, S., & Simon, A., (1993). News coverage of the Gulf crisis and public opinion: A study of agenda-setting, priming, and framing. Communication Research, 20, 365-383. https://doi.org/10.1177/009365093020003002
  18. Kamal, M. A., Li, Z., Akhmat, G., Bashir, M. F., & Khan, K. (2014). What determines China’s FDI inflow to South Asia? Mediterranean Journal of Social Sciences, 5(23), 254-263. https://doi.org/10.5901/mjss.2014.v5n23p254
  19. Kaur, A., & Gupta, V. (2013). A survey on sentiment analysis and opinion mining techniques. Journal of Emerging Technologies in Web Intelligence, 5(4), 367-371. https://doi.org/10.4304/jetwi.5.4.367-371
  20. Kenyon, A. T., & Marjoribanks, T. (2007). Transforming media markets: The cases of Malaysia and Singapore. Australian Journal of Emerging Technologies and Society, 5(2), 103-118. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1027511
  21. Ladrido, E. M. M. (2008). "Hello, Garci:" Framing Gloriagate: The prevalence of the conflict frame in the news coverage of the "Hello, Garci" presidential crisis. Loyola Schools Review, 6(0). https://doi.org/10.3860/lsr.v6i0.201
  22. Li, M., Li, D., Lyles, M., & Liu, S. (2016). Chinese MNEs’ outward FDI and home country productivity: The moderating effect of technology gap. Global Strategy Journal, 6(4), 289-308. https://doi.org/10.1002/gsj.1139
  23. Liang, H., & Zhang, Y. (2019). The theoretical system of Belt and Road Initiative. Springer.
  24. Lippmann, W. (1921). Public Opinion. Routledge.
  25. Liu, B., & Zhang, L. (2010). A survey of opinion mining and sentiment analysis. In N. Damerau & F. J. Indurkhya (Eds.), Handbook of Natural Language Processing (2nd ed., pp. 1-49). CRC Press. https://doi.org/10.1007/978-1-4614-3223-4_13
  26. Liu, H., Tang, Y., Chen, X., & Poznanska, J. (2017). The determinants of Chinese outward FDI in countries along "One Belt One Road." Emerging Markets Finance and Trade, 53(6), 1374-1387. https://doi.org/10.1080/1540496X.2017.1295843
  27. Lukes, S. (2005). Power: A radical view (2nd ed.). Palgrave Macmillan.
  28. Manaf, A. M. A., & Sedu, N. (2015). Framing Islam-related issues during GE13: An analysis of Malaysian mainstream newspapers. Intellectual Discourse, 23(1) 29-52.
  29. McCombs, M. (2002, June). The agenda-setting role of the mass media in the shaping of public opinion [Conference presentation]. Mass Media Economics 2002 Conference, London, UK. http://sticerd.lse.ac.uk/dps/extra/McCombs.pdf
  30. Medhat, W., Hassan, A., & Korashy, H. (2014). Sentiment analysis algorithms and applications: A survey. Ain Shams Engineering Journal, 5(4), 1093-1113. https://doi.org/10.1016/j.asej.2014.04.011
  31. Meyer, K. E. (2003). FDI spillovers in emerging markets: A literature review and new perspectives (DRC Working Papers 15). Center For New and Emerging Market London Busisness School, 1-55. http://klausmeyer.co.uk/publications/2003_meyer_CNEM-DP_FDIspillovers.pdf
  32. Moser, S. (2018). Forest City, Malaysia, and Chinese expansionism. Urban Geography, 39(6), 935-943. https://doi.org/10.1080/02723638.2017.1405691
  33. National Bureau of Statistics of China. (2017). 2017 Zhongguo tongji nianjian [China Statistical Yearbook of 2017]. https://www.stats.gov.cn/tjsj/ndsj/2017/indexeh.htm
  34. O'Connor, B., Balasubramanyan, R., Routledge, B., & Smith, N. (2010). From Tweets to polls: Linking text sentiment to public opinion time series. Fourth International AAAI Conference on Weblogs and Social Media, 122-129. https://www.aaai.org/ocs/index.php/ICWSM/ICWSM10/paper/view/1536
  35. Paniagua, J., Korzynski, P., & Mas-Tur, A. (2017). Crossing borders with social media: Online social networks and FDI. European Management Journal, 35(3), 314-326. http://dx.doi.org/10.1016/j.emj.2016.09.002
  36. Peng, M. W. (2012). The global strategy of emerging multinationals from China. Global Strategy Journal, 2, 97-107. http://dx.doi.org/10.1111/j.2042-5805.2012.01030.x
  37. Protess, D. L., & McCombs, M. (2016). Agenda setting: Readings on media, public opinion, and policymaking. In Agenda Setting: Readings on Media, Public Opinion, and Policymaking. http://dx.doi.org/10.4324/9781315538389
  38. Quer, D., Claver, E., & Rienda, L. (2012). Political risk, cultural distance, and outward foreign direct investment: Empirical evidence from large Chinese firms. Asia Pacific Journal of Management, 29(4), 1089-1104. https://doi.org/10.1007/s10490-011-9247-7
  39. Rokade, P. P., & Kumari, D. A. (2019). Business intelligence analytics using sentiment analysis-a survey. International Journal of Electrical and Computer Engineering, 9(1), 613-620. https://doi.org/10.11591/ijece.v9i1.pp613-620
  40. Reporters without Boaders. (2010). Press Freedom Index 2009 (Vol. 2011). http://en.rsf.org/spip.php?page=classement&id_rubrique=1001
  41. Sani, M. A. M. (2005). Media freedom in Malaysia. Journal of Contemporary Asia, 35(3), 341-367. https://doi.org/10.1080/00472330580000201
  42. Sauvant, K. P. (2013). Three challenges for China's outward FDI policy. (Columbia FDI Perspectives, 106), 1-3. Vale Columbia Center. https://ssrn.com/abstract=2896197
  43. Sayre, B., Bode, L., Shah, D., Wilcox, D., & Shah, C. (2010). Agenda setting in a digital age: Tracking attention to California proposition 8 in social media, online news and conventional news. Policy & Internet, 2(2), 7-32. https://doi.org/10.2202/1944-2866.1040
  44. Scheufele, D. A., & Tewksbury, D. (2007). Framing, agenda setting, and priming: The evolution of three media effects models. Journal of Communication, 57(1), 9-20. https://doi.org/10.1111/j.0021-9916.2007.00326.x
  45. Schuler-Zhou, Y., & Schuller, M. (2009). The internationalization of Chinese companies: What do official statistics tell us about Chinese outward foreign direct investment? Chinese Management Studies, 3(1), 25-42. https://doi.org/10.1108/17506140910946124
  46. Sipalan, J. (2018, August 27). Dr. M-Foreigners cannot buy residential units in Forest City. The Star. https://www.thestar.com.my/business/businessnews/2018/08/27/malaysia-says-forest-city-project-off-limits-to-foreignbuyers/
  47. Soroka, S. N. (2003). Media, public opinion, and foreign policy. The International Journal of Press/Politics, 8(1), 27-48. https://doi.org/10.1177/1081180X02238783
  48. Soroka, S. N., Stecula, D. A., & Wlezien, C. (2015). It's (change in) the (future) economy, stupid: Economic indicators, the media, and public opinion. American Journal of Political Science, 59(2), 457-474. https://doi.org/10.1111/ajps.12145
  49. Taboada, M., Brooke, J., Tofiloski, M., Voll, K., & Stede, M. (2011). Lexicon-based methods for sentiment analysis. Computational Linguistics, 37(2), 267-307. https://doi.org/10.1162/COLI_a_00049
  50. UNCTAD. (2018). World Investment Report. United Nations Conference on Trade and Development. https://unctad.org/en/PublicationsLibrary/wir2018_overview_en.pdf
  51. Wang, H., Can, D., Kazemzadeh, A., Bar, F., & Narayanan, S. (2012). A system for realtime twitter sentiment analysis of 2012 U.S. presidential election cycle. Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics, (July), 115-120. https://www.aclweb.org/anthology/P12-3020
  52. Wang, J., Qiao, Y., Peng, Y., & Xu, X. (2018). Jiyu shendu xuexi de meiguo meiti "yidai yilu" yuqing de qinggan fenxi [Sentiment analysis about "One Belt, One Road" public opinion of American media based on deep learning]. Computer Technology and Its Applications, 44(11), 102-107. https://doi.org/10.16157/j .issn.0258-7998.182177
  53. Wanta, W., Golan, G., & Lee, C. (2004). Agenda setting and international news: Media influence on public perceptions of foreign nations. Journalism & Mass Communication Quarterly, 81, 364-377. https://doi.org/10.1177/107769900408100209
  54. Zhang, C., & Meadows, C. W. (2012). International coverage, foreign policy, and national image: Exploring the complexities of media coverage, public opinion, and presidential agenda. International Journal of Communication, 6(1), 76-95. https://doi.org/10.2501/IJA-31-1-215-216
  55. Zhu, Y., & Wang, L. (2018). Newspaper portrayal of Chinese outward foreign direct investment in Latin American newspapers: A content analysis. International Communication Gazette, 80(5), 426-451. https://doi.org/10.1177/1748048517747493