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Using Multivariate Statistics

计量经济分析 = Econometric analysis

1. Introduction and Overview. 2. Detecting Influential Observations and Outliers. 3. Detecting and Assessing Collinearity. 4. Applications and Remedies. 5. Research Issues and Directions for Extensions. Bibliography. Author Index. Subject Index.

Regression Diagnostics: Identifying Influential Data and Sources of Collinearity

How have Japanese companies become world leaders in the automotive and electronics industries, among others? What is the secret of their success? Two leading Japanese business experts, Ikujiro Nonaka and Hirotaka Takeuchi, are the first to tie the success of Japanese companies to their ability to create new knowledge and use it to produce successful products and technologies. In The Knowledge-Creating Company, Nonaka and Takeuchi provide an inside look at how Japanese companies go about creating this new knowledge organizationally. The authors point out that there are two types of knowledge: explicit knowledge, contained in manuals and procedures, and tacit knowledge, learned only by experience, and communicated only indirectly, through metaphor and analogy. U.S. managers focus on explicit knowledge. The Japanese, on the other hand, focus on tacit knowledge. And this, the authors argue, is the key to their success--the Japanese have learned how to transform tacit into explicit knowledge. To explain how this is done--and illuminate Japanese business practices as they do so--the authors range from Greek philosophy to Zen Buddhism, from classical economists to modern management gurus, illustrating the theory of organizational knowledge creation with case studies drawn from such firms as Honda, Canon, Matsushita, NEC, Nissan, 3M, GE, and even the U.S. Marines. For instance, using Matsushita's development of the Home Bakery (the world's first fully automated bread-baking machine for home use), they show how tacit knowledge can be converted to explicit knowledge: when the designers couldn't perfect the dough kneading mechanism, a software programmer apprenticed herself withthe master baker at Osaka International Hotel, gained a tacit understanding of kneading, and then conveyed this information to the engineers. In addition, the authors show that, to create knowledge, the best management style is neither top-down nor bottom-up, but rather what they call "middle-up-down," in which the middle managers form a bridge between the ideals of top management and the chaotic realities of the frontline. As we make the turn into the 21st century, a new society is emerging. Peter Drucker calls it the "knowledge society," one that is drastically different from the "industrial society," and one in which acquiring and applying knowledge will become key competitive factors. Nonaka and Takeuchi go a step further, arguing that creating knowledge will become the key to sustaining a competitive advantage in the future. Because the competitive environment and customer preferences changes constantly, knowledge perishes quickly. With The Knowledge-Creating Company, managers have at their fingertips years of insight from Japanese firms that reveal how to create knowledge continuously, and how to exploit it to make successful new products, services, and systems.

The knowledge-creating company

The 2008 crash has left all the established economic doctrines - equilibrium models, real business cycles, disequilibria models - in disarray. Part of the problem is due to Smith’s "veil of ignorance": individuals unknowingly pursue society’s interest and, as a result, have no clue as to the macroeconomic effects of their actions: witness the Keynes and Leontief multipliers, the concept of value added, fiat money, Engel’s law and technical progress, to name but a few of the macrofoundations of microeconomics. A good viewpoint to take bearings anew lies in comparing the post-Great Depression institutions with those emerging from Thatcher and Reagan’s economic policies: deregulation, exogenous vs. endoge- nous money, shadow banking vs. Volcker’s Rule. Very simply, the banks, whose lending determined deposits after Roosevelt, and were a public service became private enterprises whose deposits determine lending. These underlay the great moderation preceding 2006, and the subsequent crash.

The Economic Institutions of Capitalism

This article focuses on risk taking as one important dimension of entrepreneurial orientation and its impact in family firms. Drawing on a sample of Swedish SMEs, we find that risk taking is a distinct dimension of entrepreneurial orientation in family firms and that it is positively associated with proactiveness and innovation. We also find that even if family firms do take risks while engaged in entrepreneurial activities, they take risk to a lesser extent than nonfamily firms. Moreover, and most importantly for our understanding of entrepreneurial orientation in family firms, we find that risk taking in family firms is negatively related to performance. Both theoretical and practical implications of our findings are provided.

Entrepreneurial Orientation, Risk Taking, and Performance in Family Firms

http://www.diva-portal.org/smash/get/diva2:621884/FULLTEXT04

Dynamics of business models - strategizing, critical capabilities and activities for sustained value creation

The current growth literature has stalled over which measures to use in empirical studies, causing a fragmented theory base. This paper claims that there is a third issue that further curbs efforts in developing a better understanding of business growth. Based on a thorough literature review, a quantitative, and a qualitative study, we find that academic scholars and entrepreneurs do not talk about the same thing when they say “business growth.” For practitioners, growth is a more complex phenomenon—with a strong emphasis on internal development—which differs from the simplified conceptualization of growth used in empirical studies.

"Business growth" : do practitioners and scholars really talk about the same thing?

This research focuses on family-controlled firms as an important type of family firms, and demonstrates how external parties in the governance (ownership and board of directors) can serve as a catalyst for their internationalization. Our framework also embraces the moderating effects of the competitive environmental heterogeneity and past performance on the relationship between external, nonfamily involvement in governance, and internationalization (scale and scope). The hypotheses are tested on a sample of 351 Swedish family-controlled firms. Our findings extend previous research on family firms and their internationalization, especially addressing some of the prior mixed findings, and offers implications for both theory and practice.

Lucia Naldi

Papers

Entrepreneurial Orientation, Risk Taking, and Performance in Family Firms

Dynamics of business models - strategizing, critical capabilities and activities for sustained value creation

"Business growth" : do practitioners and scholars really talk about the same thing?

Internationalization of Family-Controlled Firms : A Study of the Effects of External Involvement in Governance

What is smart rural development