The DOI matches its Crossref record; 15 of the 15 references it cites were found in a registry or an index.
Overcoming Specialization
Abstract
Many of the most challenging problems in bioscience require advances in a multitude of technical and nontechnical disciplines for progress to be made. Biodiversity, biocomplexity, biotechnology, species and ecosystem conservation, and bioterrorism require expertise from myriad technical, legal, political, financial, and cultural disciplines. For example, environmental biocomplexity is founded on the idea that research on the individual components of environmental systems provides only limited information about the behavior of the systems themselves. Careful attention to the interplay among components is critical to obtaining the level of predictive information on which management and regulatory decisions must be made. To understand the complex interdependencies among living organisms and the environments that affect, sustain, and are modified by them, efforts that transcend multiple disciplines are required. Such efforts span temporal and spatial scales, consider multiple levels of biological organization, cross conceptual boundaries, use contemporary technologies, and link research to environmental decisionmaking. Advancing the understanding of the nature and role of biological complexity demands increased attention from and new collaborations of scientists from a broad spectrum of fields—biology, physics, chemistry, geology, hydrology, statistics, engineering, computation, and social sciences. In addition, advances in large-scale applications of remote sensors to monitor environmental biosystems require access to the latest science and engineering literature in remote sensing, nondestructive evaluation, signal and image processing, pattern recognition, multisource data fusion, fluid dynamics, acoustics, robotics, materials, electronics, and many other disciplines.
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In the citing paper
“Although most of our ideas apply equally well to disciplinary collaborations, interdisciplinary research teams offer additional challenges for collaboration (Pickett et al. 1999;Kostoff 2002;Cummings and Kiesler 2005).”
From Creating and maintaining high‐performing collaborative research teams: the importance of diversity and interpersonal skills (2014) · cites this paper as Kostoff 2002
In the citing paper
“However, as mentioned above, the huge volume of scientific activity has in many ways led to a 'balkanisation' of the literature [2406] in which scientists deal with the problem of the deluge of published papers by necessarily ignoring most of them.”
From Iron behaving badly: inappropriate iron chelation as a major contributor to the aetiology of vascular and other progressive inflammatory and degenerative diseases (2009) · cites this paper as [2406]
Citations
Cites
Fish Oil, Raynaud's Syndrome, and Undiscovered Public Knowledge
Swanson, D. R. (1986) · Perspectives in biology and medicine · doi:10.1353/pbm.1986.0087 · Cited by 875
An interactive system for finding complementary literatures: a stimulus to scientific discovery
Swanson, D. R., & Smalheiser, N. R. (1997) · Artificial Intelligence · doi:10.1016/s0004-3702(97)00008-8 · Cited by 471
Weeber, M., Klein, H., den Berg, L. T. W. D. J., & Vos, R. (2001) · Journal of the American Society for Information Science and Technology · doi:10.1002/asi.1104 · Cited by 265
Interdisciplinary Research: From Belief to Reality
Metzger, N., & Zare, R. (1999) · Science · doi:10.1126/science.283.5402.642 · Cited by 245
Gordon, M. D., & Lindsay, R. (1996) · Journal of the American Society for Information Science · doi:10.1002/(sici)1097-4571(199602)47:2 · Cited by 173
Bauer, H. H. (1990) · Science Technology & Human Values · doi:10.1177/016224399001500110 · Cited by 158
Citation mining: Integrating text mining and bibliometrics for research user profiling
Kostoff, R. N., del Río, J. A., Humenik, J. A., García, E. O., & Ramírez, A. M. (2001) · Journal of the American Society for Information Science and Technology · doi:10.1002/asi.1181 · Cited by 122
Self-citationScience and technology innovation
Kostoff, R. N. (1999) · Technovation · doi:10.1016/s0166-4972(99)00084-x · Cited by 100
Self-citationInformation discovery from complementary literatures: Categorizing viruses as potential weapons
Swanson, D. R., Smalheiser, N. R., & Bookstein, A. (2001) · Journal of the American Society for Information Science and Technology · doi:10.1002/asi.1135 · Cited by 99
A Perspective on Interdisciplinary Science
Naiman, R. J. (1999) · Ecosystems · doi:10.1007/s100219900078 · Cited by 91
Research works printed but not linked: 1
- Butler, 1998, Nature, 396, 202
Cited by
Sorted by citations
Kell, D. B. (2009) · BMC Medical Genomics · doi:10.1186/1755-8794-2-2 · Cited by 554
Research core and framework of sustainability science
Kajikawa, Y. (2008) · Sustainability Science · doi:10.1007/s11625-008-0053-1 · Cited by 384
Kell, D. B. (2010) · Archives of Toxicology · doi:10.1007/s00204-010-0577-x · Cited by 361
Cheruvelil, K. S., Soranno, P. A., Weathers, K. C., Hanson, P. C., Goring, S. J., Filstrup, C. T., & Read, E. K. (2014) · Frontiers in Ecology and the Environment · doi:10.1890/130001 · Cited by 302
Schoolman, E. D., Guest, J. S., Bush, K. F., & Bell, A. R. (2011) · Sustainability Science · doi:10.1007/s11625-011-0139-z · Cited by 259
Metadata
- Authors
- KOSTOFF, R. N.
- Corresponding author
- KOSTOFF, RONALD N.
- ORCID
- KOSTOFF, RONALD N.
- Venue
- BioScience
- Publisher
- Oxford University Press (OUP)
- Published
- 2002
- Volume
- 52
- Issue
- 10
- Pages
- 937
- ISSN
- 0006-3568 (ISSN-L)
- OpenAlex
- W4253847788
- Cited by
- 39
- References
- 15
- Citations by year
- 2024: 1 · 2022: 1 · 2021: 2 · 2020: 5 · 2019: 3 · 2018: 1 · 2017: 3 · 2015: 2 · 2014: 1 · 2013: 1 · 2012: 1
- FWCI
- 0.93
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- BioScience (publishedVersion)
- BioOne Complete (BioOne) (submittedVersion)
- Topics
- Social Sciences › Arts and Humanities › History and Philosophy of Science › Interdisciplinary Research and Collaboration
- Physical Sciences › Environmental Science › Management, Monitoring, Policy and Law › Conservation, Ecology, Wildlife Education
- Physical Sciences › Environmental Science › Nature and Landscape Conservation › Ecology and Vegetation Dynamics Studies
- Keywords
- interdisciplinary research, scientific specialization, biodiversity, biotechnology, bioterrorism, environmental decision-making, remote sensing, multi-source data fusion, systems biology, research collaboration
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- KOSTOFF, R. N. (2002). Overcoming Specialization. BioScience. https://doi.org/10.1641/0006-3568(2002)052%5B0937%3Aos%5D2.0.co%3B2