Contemporary science has been characterized by an exponential growth in publications and a rise of team science. At the same time, there has been an increase in the number of awarded PhD degrees, which has not been accompanied by a similar expansion in the number of academic positions. In such a competitive environment, an important measure of academic success is the ability to maintain a long active career in science. In this paper, we study workforce trends in three scientific disciplines over half a century. We find dramatic shortening of careers of scientists across all three disciplines. The time over which half of the cohort has left the field has shortened from 35 y in the 1960s to only 5 y in the 2010s. In addition, we find a rapid rise (from 25 to 60% since the 1960s) of a group of scientists who spend their entire career only as supporting authors without having led a publication. Altogether, the fraction of entering researchers who achieve full careers has diminished, while the class of temporary scientists has escalated. We provide an interpretation of our empirical results in terms of a survival model from which we infer potential factors of success in scientific career survivability. Cohort attrition can be successfully modeled by a relatively simple hazard probability function. Although we find statistically significant trends between survivability and an author’s early productivity, neither productivity nor the citation impact of early work or the level of initial collaboration can serve as a reliable predictor of ultimate survivability.
Mentorship in science is crucial for topic choice, career decisions, and the success of mentees and mentors. Typically, researchers who study mentorship use article co-authorship and doctoral dissertation datasets. However, available datasets of this type focus on narrow selections of fields and miss out on early career and non-publication-related interactions. Here, we describe Mentorship, a crowdsourced dataset of 743176 mentorship relationships among 738989 scientists primarily in biosciences that avoids these shortcomings. Our dataset enriches the Academic Family Tree project by adding publication data from the Microsoft Academic Graph and “semantic” representations of research using deep learning content analysis. Because gender and race have become critical dimensions when analyzing mentorship and disparities in science, we also provide estimations of these factors. We perform extensive validations of the profile–publication matching, semantic content, and demographic inferences, which mostly cover neuroscience and biomedical sciences. We anticipate this dataset will spur the study of mentorship in science and deepen our understanding of its role in scientists’ career outcomes.
more » « less- NSF-PAR ID:
- 10381689
- Publisher / Repository:
- Nature Publishing Group
- Date Published:
- Journal Name:
- Scientific Data
- Volume:
- 9
- Issue:
- 1
- ISSN:
- 2052-4463
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
More Like this
-
more » « less
-
more » « less
Abstract A central question in the science of science concerns how to develop a quantitative understanding of the evolution and impact of individual careers. Over the course of history, a relatively small fraction of individuals have made disproportionate, profound, and lasting impacts on science and society. Despite a long-standing interest in the careers of scientific elites across diverse disciplines, it remains difficult to collect large-scale career histories that could serve as training sets for systematic empirical and theoretical studies. Here, by combining unstructured data collected from CVs, university websites, and Wikipedia, together with the publication and citation database from Microsoft Academic Graph (MAG), we reconstructed publication histories of nearly all Nobel prize winners from the past century, through both manual curation and algorithmic disambiguation procedures. Data validation shows that the collected dataset presents among the most comprehensive collection of publication records for Nobel laureates currently available. As our quantitative understanding of science deepens, this dataset is expected to have increasing value. It will not only allow us to quantitatively probe novel patterns of productivity, collaboration, and impact governing successful scientific careers, it may also help us unearth the fundamental principles underlying creativity and the genesis of scientific breakthroughs.
-
This project will contribute to the national need for well-educated scientists, mathematicians, engineers, and technicians by supporting the retention and graduation of high-achieving, low-income students with demonstrated financial need at Minnesota State University, Mankato. Over its six year duration, this project will fund scholarships to 120 unique full-time students who are pursuing Bachelor of Science degrees in engineering. First semester junior, primarily transfer, students at Iron Range Engineering will receive scholarships for one semester. The Iron Range Engineering (IRE) STEM Scholars Program provides a financially sustainable pathway for students across the nation to graduate with an engineering degree and up to two years of industry experience. Students typically complete their first two years of engineering coursework at community colleges across the country. Students then join IRE and spend one transitional semester gaining training and experience to equip them with the technical, design, and professional skills needed to succeed in the engineering workforce. During the last two years of their education, IRE students work in industry, earning an engineering intern salary, while being supported in their technical and professional development by professors, learning facilitators, and their own peers. The IRE STEM Scholars project will provide access to a financially responsible engineering degree for low-income students by financially supporting them during the transitional semester, which has two financial challenges: university tuition costs are higher than their previous community college costs, and the semester occurs before they are able to earn an engineering co-op income. In addition, the project will provide personalized mentorship throughout students’ pathway to graduation, such as weekly conversations with a mentor. By providing these supports, the IRE STEM Scholars project aims to prepare students to be competitive applicants for the engineering workforce with career development and engineering co-op experience. Because community colleges draw relatively representative proportions of students from a variety of backgrounds, this project has the potential to learn how transfer pathways and co-op education can support financially sustainable pathways to engineering degrees for a more diverse group of students and contribute to the development of a diverse, competitive engineering workforce. The overall goal of this project is to increase STEM degree completion of low-income, high-achieving undergraduates with demonstrated financial need. As part of the scope of this project, a concurrent mixed-methods research study will be done on engineering students’ thriving, specifically their identity, belonging, motivation, and overall wellbeing (or mental and physical health). Student outcomes have previously been measured primarily through academic markers such as graduation rates and GPA. In addition to these outcomes, this project explores ways to better support overall student thriving. This study will address the following research questions: How do undergraduate students’ engineering identity and belongingness develop over time in a co-op-based engineering program? How do undergraduate students’ motivation and identity connect to overall wellbeing in a co-op-based engineering program? In the first year of the IRE STEM Scholars Project, initial interview data describe scholars’ sense of belonging in engineering, prior to their first co-op experiences and survey data describe IRE students’ experiences in co-op and overall sense of belonging. Future work will utilize these values to identify ways to better support the IRE STEM scholars’ identity development as they move into their first co-op experiences. This project is funded by NSF’s Scholarships in Science, Technology, Engineering, and Mathematics program, which seeks to increase the number of low-income academically talented students with demonstrated financial need who earn degrees in STEM fields. It also aims to improve the education of future STEM workers, and to generate knowledge about academic success, retention, transfer, graduation, and academic/career pathways of low-income students.more » « less
-
more » « less
Societal Impact Statement Humans are dependent upon plants for oxygen, food, textiles, and medicines. Climate change and deforestation represent serious threats to our planet, causing significant disruptions to our ability to access and utilize these plant resources; this makes a botanically literate workforce and plant science careers more important than ever. Unfortunately, the current state of botanical career opportunities and training programs in the United States remains unclear. This study focuses on the current employment trends of government and private sector botanists and what skills future plant scientists will need to be successful in these careers.
Summary Plant science plays a crucial role in our society and in ongoing efforts to address many global challenges, including food insecurity and climate change. Yet, despite a predicted increase in plant science career opportunities in the United States, the botanical career landscape outside of academia is not well understood.
To further our understanding of the training required for non‐academic botanical careers, the botanical sub‐disciplines used on the job, and career challenges faced by plant scientists, we surveyed 61 scientists working in government and 59 scientists working in the private sector in the United States.
In both career sectors, > 80% of survey participants reported recent hires at the bachelor's degree level. New personnel with master's degrees were more commonly reported in the government sector (95%) than in the private sector (69%). Most plant scientists working in government reported a focus on plant ecology and resource management. By contrast, most industry/non‐profit work involved horticulture and biotechnology, with some specific skills spanning both sectors. Notably, one prediction made nearly a decade ago appears to be manifesting: plant scientists seem to be retiring more quickly than they are being replaced. Survey respondents reported that attempts to hire full‐time staff are met with obstacles, including insufficient funding. Plant science professionals in both career sectors emphasized their routine use of botanical skills developed as students, highlighting the need for effective training at the undergraduate level.
We discuss the implications of these findings and present several recommendations for preparing future generations of plant scientists and increasing the scientific community's botanical capacity.
-
Characterizing the landscape of plant science careers in the United States II: Academic perspectivesmore » « less
Societal Impact Statement Botanical careers are more important than ever, given that environmental challenges such as climate change and deforestation threaten plants daily and because plants contribute to solutions to these problems. Plants act as our sources of food, medicine, textiles, and oxygen, which means finding ways to mitigate these environmental challenges is crucial. Despite this, little is known about what career opportunities exist for botanists outside of academia and how well academia is training graduate students for these careers. This study centers on the current state of academic botanical careers and how well students completing post‐baccalaureate degrees (herein referred to as graduate students) are being prepared to fill careers within the botanical workforce.
Summary Plant science plays a crucial role in our society and in ongoing efforts to address many global challenges, including food insecurity and climate change. Despite a predicted increase in botanical career opportunities, little is known about how well academia is training graduate students for careers outside of academia.
To further our understanding of the current state of academic training for botanical careers, we surveyed 85 faculty and 40 graduate students working in academia in the plant sciences in the United States.
We found that the top challenges to university professors in academia are lack of support staff and funding, whereas students completing their post‐baccalaureate degrees cited finances and lack of supportive mentoring as their top challenges. Despite the fact that most graduate students surveyed wanted a career at a research‐intensive university, many botanists in academia are retiring without being replaced by more botanists. Faculty expertise is also misaligned with needs from industry and government employers, causing challenges to training graduate students for these careers outside of academia. Although our data point to a lack of career opportunities within academia, we also note that current graduate student education still emphasizes such careers and is not properly preparing graduate students for the careers they are more likely to obtain within the private and government sectors.
We discuss the implications of these findings and present several recommendations for preparing future generations of plant scientists for more realistic career trajectories.
