Bibliographic record
Abstract
Diwas Singh KC, Christian Terwiesch As health-care costs continue to skyrocket, could the inefficiencies arising from the traditional notion be to blame? In the 1970s, Wick Skinner espoused the idea that the “focused factory will out-produce, undersell, and quickly gain competitive edge over the complex factory.” In the case of health care, an example of such focus is Shouldice Hospital, a Canadian hospital that specializes in hernia operations. The authors evaluate the effect of focus on operational performance in the provision of health care through a study of more than 500,000 cardiac patients in California hospitals in 2007. They examine treatment focus at three distinct levels of the organization—at the firm level, at the operating unit level, and at the process flow level. They find that focus at each of these levels is associated with improved outcomes, namely, faster service at higher levels of quality, as indicated by shorter stays and reduced mortality rates. However, specialized hospitals such as Shouldice might have “efficient” operations only because they cherry-pick the easier cases, such as hernias. After controlling for selective patient admissions, focused hospitals no longer demonstrate a statistically significant reduction in length of stay or mortality rate. However, at more granular measures of focus within the hospital (e.g., operating unit level), they find that more focus leads to a shorter stay, even after controlling for selective admission effects. The insight for management: Hospitals might begin specializing to create operating efficiency. Tanjim Hossain, Dylan Minor, John Morgan What do Microsoft Windows, the Nintendo Wii, Google, eBay, MasterCard, and the New York Stock Exchange have in common? They are all platforms. Platform competition is ubiquitous and has become increasingly important, but it is little understood. In some cases, multiple platforms coexist with stable market share; in others, a tipping point is reached and power shifts heavily, or entirely, to a single competitor. The authors use laboratory experiments to study platform competition. They find that when platforms are primarily vertically differentiated, even when platform coexistence is theoretically possible, markets inevitably tip to the more efficient platform. When platforms are primarily horizontally differentiated, so that there is no single efficient platform, the authors find strong evidence of equilibrium coexistence. The insight for management: Platforms are critical to competition and market structure for many products; the level of vertical and horizontal differentiation drives whether a competitive or monopolistic market results. Ola Bengtsson How do venture capitalists (VCs) structure arrangements with entrepreneurs? Through empirical analysis of mandatory legal filings, the author studies how covenants are included in contracts between VCs and entrepreneurs. Commonly included covenants are protective provisions such as limitations on taking on new debt, selling assets, executive pay, and business model changes. The author finds that contracts with higher fixed payoffs include 1.6 more covenants than do contracts with lower fixed payoffs. Similarly, venture capital (VC) contracts with no VC board majority requirement include 0.6 more covenants than do contracts that require a VC board majority. Covenants are also more common with older companies and when fewer VCs invest in a round. The insight for management: Venture capitalists use covenants to maintain control of entrepreneurial ventures. Yannis Bakos, Chrysanthos Dellarocas When it comes to buyer and seller contractual adherence, is an ounce of prevention worth a pound of cure? The authors compare market efficiency of markets with Internet-enabled reputation mechanisms with market efficiency of markets that use more litigation-like mechanisms for dispute resolution. They find that the popular view of reputation as an efficient and relatively costless way to induce seller effort under all circumstances is incorrect; reputation is less efficient than litigation in inducing any given level of effort. Thus, reputation improves efficiency only in settings where the high cost of litigation, insufficient damage levels, or low court accuracy induce suboptimal effort or cause market failure. The insight for management: Reputational effects alone are not enough; adding reputation to existing litigation mechanisms increases seller effort. Rui J. P. de Figueiredo, Jr., Evan Rawley When managers require external investment to expand, higher-skilled firms will be more likely to diversify, even though less talented managers can exploit asymmetric information about their ability to raise capital from investors for personal rather than corporate gain. The authors examine more than 1,300 hedge funds from 1994 to 2006. They show that diversifying firms' excess returns are high relative to those of other firms prior to diversification and fall within firm after diversification, but are six basis points higher per month per unit of risk ex post compared to a matched sample of focused firms. The insight for management: Managers exploit asymmetric information about their own ability to time diversification decisions, but the discipline of markets ensures that better firms diversify, on average. Zhe George Zhang, Hsing Paul Luh, Chia-Hung Wang When a country senses a threat to national security, travelers face the inconvenience of congested security checkpoints at international border crossing stations. Is there an effective security-check system that not only caters to the needs of nonrisk individuals but also sustains the efficiency of screening high-risk individuals? The authors investigate a security-check system with both security and customer service goals. In such a system, every customer has to be inspected by the first-stage inspector, but only a proportion of customers need to go through the second stage for further inspection. This “further inspection proportion,” affecting both security screening and system congestion, becomes a key decision variable for the security-check system. The authors show the optimal further inspection proportion can be determined to achieve the balance of the two goals and that the service capacities can be classified into “security-favorable,” “security-unfavorable,” or “security-infeasible” categories. The insight for management: Competing security and service objectives can be balanced with a smart approach to border crossing processing. Michael Salinger, Miguel Ampudia The Lerner relationship links the profit-maximizing price to marginal cost and the elasticity of demand. The authors generalize this relationship to the price-setting seller of a short-lived product (e.g., a newspaper) with uncertain demand. There are two ways to specify uncertainty: multiplicative and additive. Multiplicative uncertainty increases the optimal price because it increases the marginal cost of a unit sold and does not affect the markup factor. Additive uncertainty has no effect on the marginal cost of a unit sold and lowers the markup factor because it increases the elasticity of the average quantity sold with respect to price. The insight for management: Pricing is affected only under certain conditions of uncertainty. Thomas Åstebro, Jing Chen, Peter Thompson Who ends up being their own boss—stars of the market with high potential, or misfits who are hard-pressed to find traditional employment? Entrants into self-employment are disproportionately drawn from the tails of the earnings and ability distributions. Natural friction in the labor market creates mismatches between firms and workers and misassignment of workers to tasks. The authors use a Korean Labor and Income Panel Study data set to test their model. The insight for management: Prior work histories can be connected to the probability of entry into self-employment. J. J. Po-An Hsieh, Arun Rai, Sean Xin Xu How can firms extract value from already-implemented information technologies (IT) that support the work processes of employees? One approach is to stimulate employees to learn and apply more of the available functions of the implemented technologies to support their work. Through study of the use of customer relationship management technologies at one of the world's largest telecommunications service providers, the authors find that such learning behavior of extending functions in use is ingrained in a process by which users make sense of the technologies in the context of their work system. The authors find that employees are more likely to figure it out in two ways: technology and work system. Employees' learning at the technology level is influenced by employees' assessment of technology quality, whereas employees' sensemaking at the work system level is influenced by customers' assessment of service quality. When technology is sub-par, employee feedback should be captured through employee participation at the technology level and through work system coordination at the work system level. Such alignment can mitigate the undesirable effect of low technology quality and low service quality, thereby facilitating extended use. The insight for management: The extended use of technology amplifies employees' service capacity, leading to better objective performance; understanding and aiding employees' sensemaking about the implemented technologies can promote their extended use of IT and improve their work performance. </jats:se
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.003 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.003 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.002 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".