Posts filed under ‘Management Theory’
| Peter Klein |
That’s the title of a new review paper by Nicholas Bloom, Renata Lemos, Raffaella Sadun, Daniela Scur, and John Van Reenen, summarizing the recent large-sample empirical literature on management practices using the World Management Survey (modeled on the older World Values Survey). Here’s the NBER version and here’s an ungated version from the LSE’s Centre for Economic Performance.
This literature has been rightly criticized for its somewhat coarse, survey-based measures of management practices, but its measures are probably the most precise that can be reliably extracted from a large sample of firms across many countries. In that sense it is on par with the Global Entrepreneurship Monitor, the Economic Freedom Index, and other databases that attempt to capture subtle and ultimately subjective characteristics across a broad sample.
Here’s the abstract of the Bloom et al. paper:
Over the last decade the World Management Survey (WMS) has collected firm-level management practices data across multiple sectors and countries. We developed the survey to try to explain the large and persistent TFP differences across firms and countries. This review paper discusses what has been learned empirically and theoretically from the WMS and other recent work on management practices. Our preliminary results suggest that about a quarter of cross-country and within-country TFP gaps can be accounted for by management practices. Management seems to matter both qualitatively and quantitatively. Competition, governance, human capital and informational frictions help account for the variation in management.
It provides a nice overview for those new to this literature. An earlier review paper by Bloom, Genakos, Sadun, and Van Reenen, “Management Practices Across Firms and Countries,” appeared in the Academy of Management Perspectives in 2011, along with some critical comments by David Waldman, Mary Sully de Luque, and Danni Wang.
[Another Becker-themed guest post, this one from former guest blogger Russ Coff, a leader in the emerging field of Strategic Human Capital.]
| Russ Coff |
Human capital theory (HCT) has brought a lot to the strategy literature. It has also held it back as scholars import logic that is inconsistent with core assumptions of the literature.
Before I launch into my heretical rant, let me acknowledge, as others have said so eloquently, Gary Becker was a truly innovative thinker. The most unique part was that, while he was firmly grounded in economic logic, he did not hesitate to venture into new terrain. Though he is most known for his work in HCT, his thoughtful explorations of marriage, discrimination, crime, and many other topics demonstrate the breadth and depth of his intellect.
However, strategy represents new terrain that is often inconsistent with the logic of HCT. In this sense, I think Becker would have relished the opportunity to examine this context as a new problem. Human capital challenges the strategy literature in the most fundamental ways possible – if we go beyond a cursory integration with Becker’s world. Here are some examples:
How much does firm-specific human capital (FSHC) matter? Drawing on HCT, scholars often assume firm specificity is important since it hinders mobility and allows the firm to capture rent. However, recent work suggests that this effect may be overstated. It requires strong information about human capital as opposed to the coarse signals that employers often rely upon. Thus, a worker moving from a successful firm may have ample opportunities as the firm’s success serves as a signal of the worker’s capabilities – FSHC investments are ignored. Even with strong information, individuals who invest in FSHC may be in demand by firms seeking employees who are willing and able to make such investments. When we consider such market imperfections (at the core of strategy theory), some of the classical HCT logic breaks down.
General human capital as a source of competitive advantage? Recent work in economics (Lazear’s skill-weights model) and the literature on stars focuses on workers who have skills that are valuable across firms. Both literatures point out how valuable and rare such skills can be (at very high levels). The scarcity and imperfect markets suggest that general human capital can be a source of advantage. Such people may be much more scarce and much less mobile than is assumed in classical HCT. Practitioners focus extensively on this type of knowledge. Can it lead to an advantage?
What is competitive advantage? From this, we might ask some more fundamental questions about competitive advantage, firms, and ownership. Most scholars implicitly adopt an agency theoretic view where shareholders are the only residual claimant and competitive advantage is therefore rent that flows to shareholders. Any value that flows to employees is considered not to have been captured by the firm. Joe Mahoney points out that shareholders would be the sole residual claimants if all factors are traded in perfectly competitive markets (e.g., wage = MRP). For this to be true, firms would have to be homogeneous and human capital would need to be a commodity. As such, this logic assumes away the possibility of competitive advantage altogether. If firms are heterogeneous and there are factor market failures, shareholders would not generally be sole residual claimants. What, then, is competitive advantage? (more…)
| Dick Langlois |
The always-interesting J.-C. Spender has kindly sent me a copy of his new book from Oxford, Business Strategy: Managing Uncertainty, Opportunity, and Enterprise. Not surprisingly, this very much the kind of book readers of this blog will find interesting. In addition to covering (and interpreting) standard practitioner and academic models of strategy, the book spends considerable time on language, persuasion, and rhetoric. Those of you who teach strategy should definitely have a look.
| Dick Langlois |
I had a brief mental hiccup today when I received an email advertisement from Stanford University Press for a book called Epinets: The Epistemic Structure and Dynamics of Social Networks by Mihnea C. Moldoveanu and Joel A. C. Baum. Because the ad carried prominently the SUP logo — a stylized fir tree — and because epinette is the Canadian French word for spruce tree, I thought for a nanosecond that I was being offered a treatise on conifer biology, penned by a man whose name means “tree.” But no. It’s a book of organizational sociology. “Drawing on artificial intelligence, the philosophy of language, and epistemic game theory, Moldoveanu and Baum formulate a lexicon and array of conceptual tools that enable readers to explain, predict, and shape the fabric and behavior of social networks.” Might be worth glancing at, if only to find out what epistemic game theory is. (Perhaps it is as opposed to ontological game theory.)
Of course, the Palo Alto of the Stanford seal is not a spruce. It’s a coast redwood, also called a sequoia.
| Peter Klein |
As a behavioral economics skeptic I was intrigued by a recent NBER paper on worker responses to a change in the employment contract. Rajshri Jayaraman, Debraj Ray, and Francis de Vericourt studied an Indian tea plantation that changed its employment contract to weaken pay-for-performance incentives and found, initially, a substantial increase in output, suggesting a “happy-is-productive” effect that would make the pop psychologists proud. “This large and contrarian response to a flattening of marginal incentives is at odds with the standard model, including one that incorporates dynamic incentives, and it can only be partly accounted for by higher supervisory effort. We conclude that the increase is a ‘behavioral’ response.”
Alas, the effect was only temporary, becoming entirely reversed within a few months:
In fact, an entirely standard model with no behavioral or dynamic features that we estimate off the pre-change data, fits the observations four months after the contract change remarkably well. While not an unequivocal indictment of the recent emphasis on “behavioral economics,” the findings suggest that non-standard responses may be ephemeral, especially in employment contexts in which the baseline relationship is delineated by financial considerations in the first place. From an empirical perspective, therefore, it is ideal to examine responses to a contract change over an substantial period of time.
This looks to me like a Hawthorne effect. Given that much of the empirical literature in behavioral social science uses relatively short time horizons, I wonder how many of the findings can be explained this way? How many key “behavioral” results are short-term responses to changing management practices, workplace conditions, the employment contract, etc., rather than indicators of something more substantial about human behavior and motivation?
| Nicolai Foss |
Agency theory is a highly important foundational theory in management research. It has been of great assistance with respect to conceptualizing and framing key problems in the design and management of reward systems, and it yields sharp and clear predictions. However, it does not provide a realistic treatment of a key psychological aspects of interpersonal relations. Specifically, agency theory does not adequately account for the principal’s ability to develop, hold and adjust a “theory of the agent’s mind”. The theory in fact contains a very lopsided account of the principal’s ability to read the agent’s desires, intentions, knowledge, and beliefs. Thus, in many models in agency theory, the principal’s knowledge of much of what is “inside the head” of the agent (e.g., the agent’s taste for risk, opportunity costs, and disutility of work) is assumed to be perfect, while he is assumed to be entirely ignorant of other aspects of what the agent intends, knows and believes. Such “asymmetrical” assumptions allow for analytical tractability and clean predictions regarding how incentives and monitoring influences the behavior of agents, such as employees, managers, and suppliers. However, extreme and asymmetrical assumptions can also lead more applied research astray and lead to misapplications of theory in managerial practice. Thus, the assumption that a principal is capable of perfectly grasping, for example, an agent’s motivations seems highly, and increasingly, tenuous: High personnel turnover and the increasing use of fleeting project organization in many industries, as well as the increasing prevalence of cross-national and cross-cultural management teams and networks, make an assumption of a perfect ToM unrealistic.
In a new paper, “Putting a Realistic Theory of Mind Into Agency Theory: Implications for Reward Design and Management in Principal Agent Relations,” my CBS colleague Diego Stea and I take some initial and highly exploratory steps towards working with a more realistic theory of mind in the context of agency relationships within firms (in an as yet unpublished modelling paper, we work these ideas into an adverse selection model). We argue that novel insights into the design and management of rewards follow from explicitly incorporating a realistic theory of mind into agency theory. Thus, a principal with a good theory of mind can better learn the type of the agent, read the signals related to the agent’s effort, signal to the agent, and adjust rewards to the agent. A ToM creates value because it results in lower-variance estimates of the agent’s effort and type, and eases the matching of agents with contracts.
| Nicolai Foss |
After about a decade of methodological discussion (involving some preaching on both sides of the debate), the micro-foundations project in macro-management research is now beginning to take off in the “doing” dimension. Specifically, scholars are building micro-foundational theory and they are wrestling with the empirical challenges in the micro-foundations. The theoretical and empirical challenges largely derive from the inherent multi-level nature of the micro-foundations project. Theory-building cannot just be somehow moving, say, individual-level organizational behavior insights to the organizational level, but must be genuinely multi-level which raises tricky issues of aggregation and downward causation. Data sampling will necessarily have to take place at at least two levels. This is complicated and usually expensive. Access to good micro-level data is particularly troublesome (one of the advantages of living in a socialist country like Denmark is that the Big Nanny literally looks after her children: We have register data that is incredibly detailed regarding human capital dimensions (i.e., not just gender, age, education, etc., but also complete job history, school and university grades , criminal record, household income, history of medication, etc. — and this is for each and every employee in the DK economy)).
One of the areasis in which the micro-foundations project is being realized in the theoretical and empirical dimensions is what is increasingly often referred to as “strategic human capital.” This is an emerging field (it has its own interest group at the Strategic Management Society) that is quite overlapping with “strategic human resource management,” and which links strategic management, traditional SHR and HR, and human capital theory. The February special issue of Journal of Management, expertly edited by Patrick Wright, Russ Coff and Thomas Moliterno, three key drivers in the SHRM/SHC field, contains ten fine papers on SHC. The introductory essay by the editors nicely lays out the main challenges and issues. Many of the challenges are quite “low-practical” — e.g., people trained in strategy focus a lot on endogeneity, where HR and OB people focus a lot on construct validity issues that strategy folks care less about. Yet, such differences may be quite decisive–as the editors learned while handling the review process! The editors also deal with key issues, such as what are the important dimensions of human capital for the purposes of the SHM field, how can human capital be characterized at different analytical levels, and what are the antecedents and consequences of human capital. I look forward to sinking my teeth into the research articles in the coming week.