Relevant bibliographies by topics / Scarcely Resources

Contents

  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers
  6. Reports

Academic literature on the topic 'Scarcely Resources'

Author: Grafiati
Published: 3 June 2025
Last updated: 31 July 2025

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Journal articles on the topic "Scarcely Resources"

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Shaik, Khadar Basha. "A CONCEPTUAL ANALYSIS ON DEVELOPMENT OF RURAL VILLAGES WITH SCARCLY RESOURCES IN PRAKASAM DIST, ANDHRA PRADESH." INTERNATIONAL JOURNAL OF RESEARCH SCIENCE & MANAGEMENT 4, no. 6 (2017): 86–88. https://doi.org/10.5281/zenodo.804154.

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Most of the people (nearly 70%) lived in rural villages. Generally we can’t imagine the world without rural villages. So the study explains, development of rural villages with scarcely resources in prakasam dist Andhra Pradesh and explains how to utilization of scarcely resources effectively in rural villages. Rural Development means it is process in all round development of rural area based on scientific utilization of India's natural resources. With this aim, several efforts were made at rural development to better the socio-economic lot of villagers from ancient times to British period. The
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Agustí, María A., Rocio Aguilar-Caro, José Luis Galán, and Francisco J. Acedo. "Dynamic resource management and slack resources." Management Decision 62, no. 13 (2024): 223–42. http://dx.doi.org/10.1108/md-01-2023-0119.

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PurposeOrganisational slack has been widely considered in strategic management, but there is a gap in understanding the process of accumulation and application of slack resources. From a dynamic perspective and over an extended period of time, this paper analyses the management of slack resources and evaluates whether the different behaviours, in relation to the accumulation and consumption of slack resources, have any effect on performance.Design/methodology/approachThe resource-based view and the dynamic extension of this theory, i.e. resource management and resource orchestration, were anal
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García, Andrés, Angel Sainz, José A. Revilla, César Álvarez, José A. Juanes, and Araceli Puente. "Surface water resources assessment in scarcely gauged basins in the north of Spain." Journal of Hydrology 356, no. 3-4 (2008): 312–26. http://dx.doi.org/10.1016/j.jhydrol.2008.04.019.

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Azmat, Muhammad, Francesco Laio, and Davide Poggi. "Estimation of Water Resources Availability and Mini-Hydro Productivity in High-Altitude Scarcely-Gauged Watershed." Water Resources Management 29, no. 14 (2015): 5037–54. http://dx.doi.org/10.1007/s11269-015-1102-z.

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Knapp, Martin. "Resource scarcity chasing scarce resources: Health economics and geriatric psychiatry." International Journal of Geriatric Psychiatry 10, no. 10 (1995): 821–29. http://dx.doi.org/10.1002/gps.930101002.

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Hernández, Amadeo, Rosa María Ortega-Mendoza, Esaú Villatoro-Tello, César Joel Camacho-Bello, and Obed Pérez-Cortés. "Natural Language Understanding for Navigation of Service Robots in Low-Resource Domains and Languages: Scenarios in Spanish and Nahuatl." Mathematics 12, no. 8 (2024): 1136. http://dx.doi.org/10.3390/math12081136.

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Human–robot interaction is becoming increasingly common to perform useful tasks in everyday life. From the human–machine communication perspective, achieving effective interaction in natural language is one challenge. To address it, natural language processing strategies have recently been used, commonly following a supervised machine learning framework. In this context, most approaches rely on the use of linguistic resources (e.g., taggers or embeddings), including training corpora. Unfortunately, such resources are scarce for some languages in specific domains, increasing the complexity of s
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Duvaud, Séverine, Chiara Gabella, Frédérique Lisacek, Heinz Stockinger, Vassilios Ioannidis, and Christine Durinx. "Expasy, the Swiss Bioinformatics Resource Portal, as designed by its users." Nucleic Acids Research 49, W1 (2021): W216—W227. http://dx.doi.org/10.1093/nar/gkab225.

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Abstract The SIB Swiss Institute of Bioinformatics (https://www.sib.swiss) creates, maintains and disseminates a portfolio of reliable and state-of-the-art bioinformatics services and resources for the storage, analysis and interpretation of biological data. Through Expasy (https://www.expasy.org), the Swiss Bioinformatics Resource Portal, the scientific community worldwide, freely accesses more than 160 SIB resources supporting a wide range of life science and biomedical research areas. In 2020, Expasy was redesigned through a user-centric approach, known as User-Centred Design (UCD), whose a
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Sun, Geng, Tingru Cui, William Guo, Shiping Chen, and Jun Shen. "A Framework of MLaaS for Facilitating Adaptive Micro Learning through Open Education Resources in Mobile Environment." International Journal of Web Services Research 14, no. 4 (2017): 50–74. http://dx.doi.org/10.4018/ijwsr.2017100103.

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Micro learning becomes popular in online open learning and it is effective and helpful for learning in mobile environment. However, the delivery of open education resources (OERs) is scarcely supported by the current online systems. In this research, the authors introduce an approach to bridge the gap by providing adaptive micro open education resources for individual learners to carry out learning activities in a short time span. They propose a framework for micro learning resource customization and a personalized learner model, which are supported by education data mining (EDM) and learning
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Deb, Papiya, Shweta Chitnis, and M. N. Welling. "Sustainability – A Way of Life in Shirpur, Maharashtra, India." Ecology, Environment and Conservation 28, no. 04 (2022): 2021–24. http://dx.doi.org/10.53550/eec.2022.v28i04.054.

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Shirpur taluka of Nasik division in Maharashtra is in draught prone area. This area suffered from water shortage before 2018. The present study was conducted to comprehend the current sustainable development in this area and revealed a typical geographical condition of that region. Lateral and vertical percolation of water through the yellow silt layers in the aquifers was scarce prior to the completion of the projectAngioplasty of water in 2018. The soil had an effective porosity to the tune of 2.5 to 3%, yet the aquifers were hardly saturated. The dug wells and bore wells in Deccan Basalt ha
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Grueso-Hinestroza, Merlin-Patricia, Norbey Amaya, Gustavo Peralta-Hernández, and Wolfgang Pfeiffer. "UNPACKING THE ORGANIZATIONAL CULTURE AS A SUSTAINABLE DISTINCTIVE COMPETENCE IN KNOWLEDGE INTENSIVE FIRMS: THE HARVESTPLUS CASE IN COLOMBIA." Business: Theory and Practice 23, no. 2 (2022): 252–65. http://dx.doi.org/10.3846/btp.2022.14963.

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Knowledge-Intensive Firms are a relevant research and practice field because there is much interest in factors promoting their competitiveness. Scholarly literature has noted that organizational culture is a resource is related to the achievement of competitive advantages. Nevertheless, organizational culture at Knowledge-Intensive Firms, has been scarcely analyzed regarding how it is configured and what effects it has. To explain how organizational culture at HarvestPlus, as a Knowledge-Intensive Firm, becomes a distinctive competency, a qualitative study case study design was developed. The
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Dissertations / Theses on the topic "Scarcely Resources"

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Tomm, Brandon M. "Attentional trade-offs under resource scarcity." Thesis, University of British Columbia, 2017. http://hdl.handle.net/2429/62705.

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Resource scarcity poses challenging demands on the cognitive system. Budgeting with limited resources induces an attentional focus on the problem at hand, but it also comes with a cost. Specifically, scarcity causes a failure to notice beneficial information in the environment, or remember to execute actions in the future, that help alleviate the condition of scarcity. This neglect may arise as a result of attentional narrowing. Attentional trade-offs under scarcity can further determine memory encoding. In seven experiments, we demonstrated that participants under scarcity prioritized price i
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Riechers, Sören [Verfasser]. "Scheduling with scarce resources / Sören Riechers." Paderborn : Universitätsbibliothek, 2017. http://d-nb.info/1145017339/34.

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Маценко, Олександр Михайлович, Александр Михайлович Маценко, Oleksandr Mykhailovych Matsenko, and M. V. Ilyashenko. "Resources scarcity as the factor of economic development." Thesis, Видавництво СумДУ, 2007. http://essuir.sumdu.edu.ua/handle/123456789/8285.

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Barbier, Edward Burr. "Alternative economic approaches to natural resource scarcity." Thesis, Birkbeck (University of London), 1985. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.243855.

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Scherrer, Christina Robinson. "The Allocation of Scarce Resources in Public Health." Diss., Georgia Institute of Technology, 2005. http://hdl.handle.net/1853/7229.

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As health care costs continue to increase at rates higher than the general inflation rate, there is increased focus on controlling health care expenditures in the public and private sectors. In particular, there is a compelling need for more creative and informed allocation decisions for limited government public health funds. This thesis suggests several methods for better forecasting the demand for health care and allocating health care resources more efficiently. First, productivity of dental sealant programs is studied and suggestions are made for increased efficiency. Using simulation and
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Löfqvist, Lars. "Product innovation in small established enterprises : Managing processes and resource scarcity." Doctoral thesis, KTH, Industriell ekonomi och organisation (Inst.), 2014. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-139064.

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This thesis examines product innovation processes in small established enterprises. The research questions are: (1) what motivates small established enterprises to innovate, (2) how do small established enterprises perform product innovation, and (3) how do small established enterprises manage resource scarcity in their product innovation processes? To answer the research questions, a multiple case study approach was chosen with three small established enterprises as cases and different product innovation processes as embedded units of study. The data collection method used was observation dur
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Falcao, de Jesus Manuel Jose Romao Xavier. "Civil war and natural resources : a quantitative approach." Thesis, Manhattan, Kan. : Kansas State University, 2009. http://hdl.handle.net/2097/1140.

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Olazabal, Marta. "Sustainable urban development under climate change and resource scarcity." Thesis, University of Cambridge, 2015. https://www.repository.cam.ac.uk/handle/1810/248999.

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The urgent need to transform our patterns of urban development has been expressed not only by the scientific community but also in the policy arena. Current concerns relate to increasing urbanisation and global environmental trends in regard to resource scarcity, climate change and degrading environmental quality. Urban complexity, cross-scale impacts, socio-institutional diversity and adaptability become crucial when thinking about alternative development pathways. This dissertation seeks to explore why and how cities face change in this context by revisiting the concepts of resilience, susta
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Loza, Christian. "Cross Language Information Retrieval for Languages with Scarce Resources." Thesis, University of North Texas, 2009. https://digital.library.unt.edu/ark:/67531/metadc12157/.

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Our generation has experienced one of the most dramatic changes in how society communicates. Today, we have online information on almost any imaginable topic. However, most of this information is available in only a few dozen languages. In this thesis, I explore the use of parallel texts to enable cross-language information retrieval (CLIR) for languages with scarce resources. To build the parallel text I use the Bible. I evaluate different variables and their impact on the resulting CLIR system, specifically: (1) the CLIR results when using different amounts of parallel text; (2) the role of
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Loza, Christian E. Mihalcea Rada F. "Cross language information retrieval for languages with scarce resources." [Denton, Tex.] : University of North Texas, 2009. http://digital.library.unt.edu/ark:/67531/metadc12157.

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Books on the topic "Scarcely Resources"

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Cohn, Jessica. What is scarcity of resources? Crabtree Pub., 2009.

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Brand, Simpson William, ed. Managing with scarce resources. Jossey-Bass, 1993.

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Eagan, Sheena M., and Daniel Messelken, eds. Resource Scarcity in Austere Environments. Springer International Publishing, 2023. http://dx.doi.org/10.1007/978-3-031-29059-6.

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Pope John XXIII Medical-Moral Research and Education Center. and Workshop for Bishops of the United States and Canada (6th : 1987 : Dallas, Tex.), eds. Scarce medical resources and justice. Pope John Center, 1987.

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Adjibolosoo, Senyo B.-S. K. Global development the human factor way. Praeger, 1998.

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Loggia, Goffredo La, Giuseppe T. Aronica, and Giuseppe Ciraolo. Water resources assessment under water scarcity scenarios. Centro Studi Idraulica Urbana, 2007.

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Xenos, Nicholas. Scarcity and modernity. Routledge, 1989.

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G, Savenije H. H., ed. Water scarcity, water conservation and water resources valuation. Pergamon, 2000.

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Merz, Markus. Scarce Natural Resources, Recycling, Innovation and Growth. Springer Fachmedien Wiesbaden, 2016. http://dx.doi.org/10.1007/978-3-658-12055-9.

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Vanhoucke, Mario. A Quest for Projects with Scarce Resources. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-71507-5.

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Book chapters on the topic "Scarcely Resources"

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Hansen, Henning Otte. "Resources." In Palgrave Advances in Bioeconomy: Economics and Policies. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-58152-6_9.

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AbstractAgricultural and food production is fundamentally about exploiting natural resources. Resource utilization in agriculture is especially important now and will continue to be in the future due to the scarcity of natural resources. Both agricultural land and water are becoming increasingly scarce resources worldwide. Increasing production on existing agricultural land is necessary, which demands a greater focus on resource utilization and increasing productivity. The richer and more developed a country, the higher the agricultural productivity. During economic growth, labor productivity
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Isler, Ozan. "Resource Scarcity." In Encyclopedia of Evolutionary Psychological Science. Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-319-16999-6_1585-1.

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de Waal, André, and Julie Linthorst. "Resource scarcity." In Futurize! Dealing with Megatrends and Disruptors. Routledge, 2022. http://dx.doi.org/10.4324/9781003273264-15.

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Haar, Gitte. "Resource Scarcity." In The Great Transition to a Green and Circular Economy. Springer Nature Switzerland, 2024. http://dx.doi.org/10.1007/978-3-031-49658-5_4.

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Isler, Ozan. "Resource Scarcity." In Encyclopedia of Evolutionary Psychological Science. Springer International Publishing, 2021. http://dx.doi.org/10.1007/978-3-319-19650-3_1585.

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Molden, David. "Open Access: Scarcity of water or scarcity of management?" In Global Water Resources. Routledge, 2021. http://dx.doi.org/10.4324/9781003179498-7.

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Nagel, Stuart S. "Allocating Scarce Resources." In Decision-Aiding Software. Palgrave Macmillan UK, 1991. http://dx.doi.org/10.1007/978-1-349-11657-7_3.

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Santos Pereira, Luis, Ian Cordery, and Iacovos Iacovides. "Using Non-conventionalWater Resources." In Coping with Water Scarcity. Springer Netherlands, 2009. http://dx.doi.org/10.1007/978-1-4020-9579-5_8.

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Jain, Trilok Kumar, and Nirupa Jain. "Resource Scarcity and Natural Resource Management." In Encyclopedia of the UN Sustainable Development Goals. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-319-71062-4_103-1.

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Dastidar, Krishnendu Ghosh. "Allocation of Scarce Resources." In Oligopoly, Auctions and Market Quality. Springer Japan, 2017. http://dx.doi.org/10.1007/978-4-431-55396-0_2.

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Conference papers on the topic "Scarcely Resources"

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Yang, Hao, Min Zhang, and Jiaxin Guo. "From Scarcity to Sufficiency: Machine Translation Techniques for Low-Resource LLMs Enhancement." In 2024 2nd International Conference on Foundation and Large Language Models (FLLM). IEEE, 2024. https://doi.org/10.1109/fllm63129.2024.10852466.

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Facchi, Emanuele, Alberto Grimoldi, and Angelo Giuseppe Landi. "Vernacular architecture and written sources: the case study of the Tronto Valley." In HERITAGE2022 International Conference on Vernacular Heritage: Culture, People and Sustainability. Universitat Politècnica de València, 2022. http://dx.doi.org/10.4995/heritage2022.2022.14321.

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Medieval archaeology has developed very effective instruments for investigating the smaller rural settlements and local production and construction techniques, on which the documentary sources are scarcely fluent. However, documents assure precise hints or general references to which archaeologists do not give up. In the same way, the most abundant, although indirect institutional sources, and the technical literature, from the Modern Age to the nineteenth century, are very useful to understand this kind of construction, with local materials and according to local models and practices – widesp
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Mahendran, M., U. K. D. Maduranga, A. A. Y. D. T. Amarasinghe, et al. "Comparative analysis of vertical metal zonation in Ginigalpelessa and Indikolapelessa serpentinite complex." In International Symposium on Earth Resources Management & Environment - ISERME 2024. Division of Sustainable Resources Engineering, Hokkaido University, Japan, 2024. https://doi.org/10.31705/iserme.2024.18.

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Serpentinite deposits in Ginigalpelessa and Indikolapelessa Sri Lanka, are known to exhibit a high supergene enrichment of Ni, Cr, and Co in the regolith due to the prolonged weathering of the underlying serpentinite bedrock. However, no detailed studies have been conducted to determine the vertical zonation of these critical metals in these deposits. The vertical metal distribution of a deposit is significant to delineate its vertical metal enrichment patterns and mobilization which may lead to the identification of efficient exploration and extraction methods. Therefore, this study assessed
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Pemberton, Steven. "On the design of the URL." In Declarative Amsterdam. John Benjamins, 2020. http://dx.doi.org/10.1075/da.2020.pemberton.design.

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Abstract Notations can affect the way we think, and how we operate; consider as a simple example the difference between Roman Numerals and Arabic Numerals: Arabic Numerals allow us not only to more easily represent numbers, but also simplify calculations and the manipulation of numbers. One of the innovations of the World Wide Web was the URL. In the last 30 years URLs have become a ubiquitous element of everyday life, so present that we scarcely even grant them a second thought. And yet they are a designed artefact: there is nothing natural about their structure – each part is there as part o
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Meinel, Aden B., and Marjorie P. Meinel. "Very large optics of the future." In OSA Annual Meeting. Optica Publishing Group, 1985. http://dx.doi.org/10.1364/oam.1985.fb1.

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Very large is a relative term when applied to optics. Astronomers work at the dual frontiers of state of the art and available resources. The fundamental limit is dollar resources: ~100 million for terrestrial telescopes and 1 billion for space telescopes. The challenge is to build the largest systems to meet increasingly exacting science requirements within these limits. New concepts, materials, methods, and control technology are increasing the upper limit to size to a point scarcely imagined a few decades ago. We trace the history of successive largest telescopes and see where the arrow of
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Sibley, Grace, Cynthia Letting, and Jessica Menold. "Dealing With Loss: How Do Designers’ Resilience and Perceptions of Scarcity Affect Perceptions of Design Performance?" In ASME 2023 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. American Society of Mechanical Engineers, 2023. http://dx.doi.org/10.1115/detc2023-117158.

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Abstract Resources are an essential aspect of individual problem solving and their availability is critical for success. Resource scarcity is common in many industries and can affect the resources available to prototype, design creatively, and work freely. We argue that designers face scarcity and short timelines on engineering teams, and it is uncertain how these constraints may affect design outcomes and strategies. We also argue that designers must be resilient to overcome challenges faced during problem-solving. In this work, we study the interactions between resilience and perceived resou
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Sasi, Viveca. "Resource scarce intensive strategies in the early internationalization of born globals." In 16th Annual High Technology Small Firms Conference, HTSF 2008. University of Twente, 2008. http://dx.doi.org/10.3990/2.268579840.

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The purpose of this paper is to explore how Born Globals solve the resource scarcity problem typical for them. In this paper we will discuss how International New Ventures or Born Globals can increase their internationalization pace with the selection of resource scarce strategies. Our underlying assumption is that with the selection of suitable strategy, the Born Global can contribute to a decreased liability of foreignness and resource scarcity, and to an increased speed of internationalization. Based on the literature we are reviewing resource acquisition strategies, and three different res
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Puustjarvi, J., and L. Puustjarvi. "Resource allocation in healthcare: Implications of scarce resources and temporal constraints." In 2013 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM). IEEE, 2013. http://dx.doi.org/10.1109/ieem.2013.6962574.

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Johnson, David. "Session details: Resource scarcity." In HotMobile '11: 12th Workshop on Mobile Computing Systems and Applications. ACM, 2011. http://dx.doi.org/10.1145/3253520.

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Tyler, Seth, and Simon Giffin. "A Scarce Resource." In SPE Offshore Europe Oil and Gas Conference and Exhibition. Society of Petroleum Engineers, 2007. http://dx.doi.org/10.2118/109049-ms.

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Reports on the topic "Scarcely Resources"

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Daley, Ben. Resource scarcity and environment: Review of evidence and research gap analysis. Evidence on Demand, 2013. http://dx.doi.org/10.12774/eod_hd062.jul2013.daley.

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Smith, Jade. The Sustainability of Yemen’s Water Resources: an Annotated Bibliography. Institute of Development Studies, 2025. https://doi.org/10.19088/k4dd.2024.086.

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The Republic of Yemen is one of the world's most water-stressed nations. Yemen relies heavily on badly maintained water infrastructure and unsustainable groundwater abstraction to meet most of its water needs. The extraction of groundwater through drilling pumps is considered unsustainable, as abstraction rates are said to be twice as high as the rate of recharge of the aquifers. Women and girls, residents of rural areas, and poorer households are disproportionately affected by water scarcity. Moreover, the conflict that started in 2015 has intensified water scarcity and worsened an already ex
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Research Institute (IFPRI), International Food Policy. Food security in a world of natural resource scarcity The role of agricultural technologies. International Food Policy Research Institute, 2014. http://dx.doi.org/10.2499/9780896298477.

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Martin, Ciaran. Five tests for risk-based approaches to national cybersecurity in resource-constrained environments. Digital Pathways at Oxford, 2022. http://dx.doi.org/10.35489/bsg-dp-wp_2022/05.

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While we cannot currently accurately specify what good cybersecurity looks like, we can analyse what good risk-based approaches to national cybersecurity should aim at achieving. This is particularly important in low- and middle-income countries operating in resource-constrained environments in the early stages of economic development and digitalisation. This paper, therefore, discusses key considerations for risk-based cybersecurity by investigating the trade-offs that decision-makers should address so that scarce resources are best deployed to fend off threats that are more likely to happen
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Johannessen, Lars. Briefing paper: Cities in developing countries and their development in response to climate change and resource scarcity. Evidence on Demand, 2013. http://dx.doi.org/10.12774/eod_hd050.may2013.johannessen.

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Pathak, Parag, Govind Persad, Tayfun Sönmez, and M. Utku Ünver. Reserve System Design for Allocation of Scarce Medical Resources in a Pandemic: Some Perspectives from the Field. National Bureau of Economic Research, 2022. http://dx.doi.org/10.3386/w30064.

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Zilberman, David, and Eithan Hochman. Price Evaluation and Allocation of Water under Alternative Water Rights Systems. United States Department of Agriculture, 1992. http://dx.doi.org/10.32747/1992.7561062.bard.

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This project developed conceptual and empirical frameworks to analyze the water management politics as water scarcity increases. The analyses showed that increased scarcity will tend to encourage a transition from systems in which water is allocated administratively to water trading. However, transaction costs and political economy considerations placed barriers on the introduction of markets. The recent droughts - both in Israel and California were shown to cause an increase in water use efficiency by adoption of modern technologies and improvement of water conveyance systems. The drought led
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Price, Michael. Using Field Experiments to Address Environmental Externalities and Resource Scarcity: Major Lessons Learned and New Directions for Future Research. National Bureau of Economic Research, 2015. http://dx.doi.org/10.3386/w20870.

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Hewitt, John, and Ricardo Monge-González. Innovation, R&D and Productivity in the Costa Rican ICT Sector: A Case Study. Inter-American Development Bank, 2010. http://dx.doi.org/10.18235/0010941.

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This paper addresses the relationships between innovation, research and development (R&D) and productivity in domestic ICT firms in Costa Rica. Factors considered were the types of innovation outputs produced by domestic ICT firms, the relative importance of innovation inputs, the impacts of innovation on firm productivity, the protection of innovations, and impediments to innovation. While most firms engaged in all types of output and input innovations, they appear to be driven by retaining or increasing market share rather than increasing productivity. Half of firms do not formally p
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Jarzebski, Marcin Pawel, Martiwi Diah Setiawati, Yasushi Katsuma, et al. Promoting Water Valuation for Urban Sustainable Development in Asia. United Nations University Institute for the Advanced Study of Sustainability, 2025. https://doi.org/10.53326/sftj8604.

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Abstract:
This policy brief provides guidance for policymakers to incorporate urban water valuation, to alleviate pressure on water resources and maintain water quality in water-scarce regions in Asia. It outlines how water valuation — the process of recognizing, measuring and incorporating the multiple values of water — can advance integrated approaches to address water challenges. It recommends reflecting site-specific and local factors in strategies and policies, and strengthening partnerships between UN agencies and Member States for technology transfer, capacity building and mutual learning on the
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