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University of Minnesota · Entrepreneurship and Innovation
Active 1928–2025
Professor Alfred Marcus is the Curtis L. Carlson Chair Professor in Business Analytics and Information Systems at the Carlson School of Management. He serves as the Academic Director of the Carlson Analytics Lab and is closely affiliated with the Carlson School's MS in Business Analytics program. His expertise encompasses data analysis techniques, predictive analytics, programming, data engineering, and machine learning methods, contributing to the development of emerging data science professionals. His role involves engaging with partner organizations to apply these skills to real business problems, supporting educational missions and fostering practical applications of analytics.
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A Pathway to Sustainable Innovation in Multi-Stakeholder Ecosystems
Academy of Management Proceedings · 2025-07-01
The need for sustainable production and consumption systems is well established, yet the specific pathways through which sustainable innovations achieve widespread adoption within multi-stakeholder ecosystems remain underexplored. This paper introduces a framework that examines the dynamic interplay of collaboration, competition, and coopetition (simultaneous cooperation and competition) across various innovation stages in B2B and B2C markets. Analyzing four sectors critical to sustainable innovation (precision agriculture, alternative proteins, electric vehicle batteries, and micro-mobility), it provides fresh insights into the forces that shape adoption and diffusion. In B2C markets, firms tend to vigorously differentiate products at the outset to secure customer loyalty, while in B2B markets, collaboration tends to endure through various innovation stages, even as competition increases, because the driver for collaboration is the need to cope with technological complexity and create shared infrastructure. Collaboration persists in B2B markets, even as competition increases, while in B2C markets competition starts and collaboration declines early in the process. Central to the paper’s framework are startup-incumbent relationships, with startups often providing the technological breakthroughs for sustainable innovations, while incumbents contribute the resources, scalability, and access to markets. This paper extends existing theories about sustainable innovation and offers practical guides for action based on these observations.
Juan Alberto Aragón Correa
Universidad de Granada
Mark Starik
Gordon P. Rands
Timothy S. Clark
Eitan Naveh
Technion – Israel Institute of Technology
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Value in Health · 2024-06-01
Elevating Capitalism: Government’s Indispensable Role
Ethical economy · 2024-01-01
2023-03-31
<p>PDF file - 62K, 1.1 Prostate cancer. 1.2 Colon, rectal, and colorectal cancer. 1.3 Breast cancer. 1.4 Other genitourinary cancer. 1.5 Melanoma. 1.6 Other gastrointestinal cancer. 1.7 Thoracic cancer. 1.8 Head and neck cancer. 1.9 Gynecologic cancer. 1.10 Soft tissue cancer. 1.11 Endocrine cancer. 1.12 Hematologic cancer. 1.13 Nervous system cancer.</p>
2023-03-31
<p>PDF file - 62K, 1.1 Prostate cancer. 1.2 Colon, rectal, and colorectal cancer. 1.3 Breast cancer. 1.4 Other genitourinary cancer. 1.5 Melanoma. 1.6 Other gastrointestinal cancer. 1.7 Thoracic cancer. 1.8 Head and neck cancer. 1.9 Gynecologic cancer. 1.10 Soft tissue cancer. 1.11 Endocrine cancer. 1.12 Hematologic cancer. 1.13 Nervous system cancer.</p>
2023-03-31
<div>Abstract<p>Cancer prognosis is of keen interest for patients with cancer, their caregivers, and providers. Prognostic tools have been developed to guide patient–physician communication and decision-making. Given the proliferation of prognostic tools, it is timely to review existing online cancer prognostic tools and discuss implications for their use in clinical settings. Using a systematic approach, we searched the Internet, Medline, and consulted with experts to identify existing online prognostic tools. Each was reviewed for content and format. Twenty-two prognostic tools addressing 89 different cancers were identified. Tools primarily focused on prostate (<i>n</i> = 11), colorectal (<i>n</i> = 10), breast (<i>n</i> = 8), and melanoma (<i>n</i> = 6), although at least one tool was identified for most malignancies. The input variables for the tools included cancer characteristics (<i>n</i> = 22), patient characteristics (<i>n</i> = 18), and comorbidities (<i>n</i> = 9). Effect of therapy on prognosis was included in 15 tools. The most common predicted outcome was cancer-specific survival/mortality (<i>n</i> = 17). Only a few tools (<i>n</i> = 4) suggested patients as potential target users. A comprehensive repository of online prognostic tools was created to understand the state-of-the-art in prognostic tool availability and characteristics. Use of these tools may support communication and understanding about cancer prognosis. Dissemination, testing, refinement of existing, and development of new tools under different conditions are needed. <i>Cancer Epidemiol Biomarkers Prev; 22(10); 1645–56. ©2013 AACR</i>.</p></div>
2023-03-31
<div>Abstract<p>Cancer prognosis is of keen interest for patients with cancer, their caregivers, and providers. Prognostic tools have been developed to guide patient–physician communication and decision-making. Given the proliferation of prognostic tools, it is timely to review existing online cancer prognostic tools and discuss implications for their use in clinical settings. Using a systematic approach, we searched the Internet, Medline, and consulted with experts to identify existing online prognostic tools. Each was reviewed for content and format. Twenty-two prognostic tools addressing 89 different cancers were identified. Tools primarily focused on prostate (<i>n</i> = 11), colorectal (<i>n</i> = 10), breast (<i>n</i> = 8), and melanoma (<i>n</i> = 6), although at least one tool was identified for most malignancies. The input variables for the tools included cancer characteristics (<i>n</i> = 22), patient characteristics (<i>n</i> = 18), and comorbidities (<i>n</i> = 9). Effect of therapy on prognosis was included in 15 tools. The most common predicted outcome was cancer-specific survival/mortality (<i>n</i> = 17). Only a few tools (<i>n</i> = 4) suggested patients as potential target users. A comprehensive repository of online prognostic tools was created to understand the state-of-the-art in prognostic tool availability and characteristics. Use of these tools may support communication and understanding about cancer prognosis. Dissemination, testing, refinement of existing, and development of new tools under different conditions are needed. <i>Cancer Epidemiol Biomarkers Prev; 22(10); 1645–56. ©2013 AACR</i>.</p></div>
Mandatory CSR Disclosure Regulation, Sustainable Operations Strategies, and Environmental Innovation
Academy of Management Proceedings · 2023-07-24
Drawing upon optimal distinctiveness theory, this paper examines the effects of Chinese mandatory corporate social responsibility (CSR) disclosure policy on firms’ sustainable operations strategies and environmental innovation performance. Our database covers seven years and 11753 observations of Chinese publicly listed firms. Using a quasi-natural experiment research design, we find that mandatory CSR disclosure regulation in China encourages firms to carry out sustainable operations strategies that provide legitimacy and competitive advantages. The practices firms adopt to achieve these ends include environmentally friendly product development, the implementation of emission reduction and energy-saving technologies, and the introduction of circular business models. Our results reveal that mandatory CSR disclosure regulation also has a positive impact on environmental innovation patents and citations. Before reaching conclusions and drawing implications, we explore the moderating roles of pollution level and market competition intensity on these relations.
Perceptions of Opportunity and Fear of Failure: Does the National Demography Matter?
Academy of Management Proceedings · 2022-07-06
Focusing on demographic transitions, we develop a theoretical framework grounded in the sense making literature that suggests that people in nations undergoing demographic transitions relate their entrepreneurial behavior to perceptions of enhanced opportunity and fear of failure. Prior studies in the entrepreneurship literature scrutinized these two tendencies separately. Our argument is that they operate in tandem that demographic deficits unleash both perceptions of opportunity and fear of failure. We also maintain that government policies to promote private sector development moderate these relationships. Using a database that covers fourteen years, and 67 countries, we test hypotheses derived from the framework and obtain results that are mostly consistent with it. We discuss the implications of our study for the potential entrepreneurs and policymakers in the conclusion.
Doing business in violence-prone nations: youth bulges and busts
Edward Elgar Publishing eBooks · 2021-11-23
This chapter considers whether when a population experiences a youth bulge, it influences violent conflict and whether violent conflict tends to fall when youth bulges are followed by busts. Since previous analyses have established a strong relationship between youth bulges and violent conflict, this chapter tries to advance knowledge by analyzing what happens when youth bulges come to an end and are followed by youth busts. This question is particularly relevant and important as population growth in many parts of the world has started to slow and in some cases to actually shrink. To treat these questions the chapter starts with a discussion of dangers for firms of doing business in violence prone nations. Then, it explores arguments for why a relationship should exist between youth bulges, busts, and violence. Next comes an empirical analysis that addresses the degree to which these relationships hold in the countries analyzed from 1997-2005.
Jonatan Pinkse
King's College London
Joel Malen
Allen Kaufman