Establishing a Hierarchical Model of Research Trends Based on Bibliometric Analysis
A Case Study of ANP Using Bibliometrix in R
DOI:
https://doi.org/10.55537/spk.v3i2.884Keywords:
Hierarchical Model, Bibliometric Analysis, Research Trends, Analytic Network Process (ANP)Abstract
This study utilizes Bibliometrix in R to analyze research trends related to Analytic Network Process (ANP) over the past five years (2019-2024) using a dataset from Web of Science. By analyzing 968 scientific articles, the study not only provides in-depth insights into ANP research trends but also develops a hierarchical model consisting of: 1) Goal – the ANP research trends, 2) Criteria – components of bibliometric analysis such as keyword trends, influential journals, and active countries and authors, and 3) Alternatives – results from bibliometric analysis reflecting topic trends in ANP research. The findings demonstrate that bibliometric analysis can be used to determine criteria and alternatives for ranking research trends and contribute to various Decision Support System (DSS) methods, including AHP and ANP
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H. Kent Baker, N. Pandey, S. Kumar, and A. Haldar, “A bibliometric analysis of board diversity: Current status, development, and future research directions,” J. Bus. Res., vol. 108, pp. 232–246, Jan. 2020, doi: 10.1016/j.jbusres.2019.11.025.
S. F. A. Khatib, D. F. Abdullah, A. A. Elamer, and R. Abueid, “Nudging toward diversity in the boardroom: A systematic literature review of board diversity of financial institutions,” Bus. Strategy Environ., vol. 30, no. 2, pp. 985–1002, Feb. 2021, doi: 10.1002/bse.2665.
S. Kumar, R. Sureka, and S. Colombage, “Capital structure of SMEs: a systematic literature review and bibliometric analysis,” Manag. Rev. Q., vol. 70, no. 4, pp. 535–565, Nov. 2020, doi: 10.1007/s11301-019-00175-4.
X. Wu, H. Liao, Z. Xu, A. Hafezalkotob, and F. Herrera, “Probabilistic Linguistic MULTIMOORA: A Multicriteria Decision Making Method Based on the Probabilistic Linguistic Expectation Function and the Improved Borda Rule,” IEEE Trans. Fuzzy Syst., vol. 26, no. 6, pp. 3688–3702, Dec. 2018, doi: 10.1109/TFUZZ.2018.2843330.
X.-J. Cai, H.-Y. Zhang, J.-Y. Zhang, and T.-J. Li, “Bibliometric analysis of immunotherapy for head and neck squamous cell carcinoma,” J. Dent. Sci., vol. 18, no. 2, pp. 872–882, Apr. 2023, doi: 10.1016/j.jds.2023.02.007.
Z. Maimaiti, Z. Li, C. Xu, J. Chen, and W. Chai, “Global trends and hotspots of phage therapy for bacterial infection: A bibliometric visualized analysis from 2001 to 2021,” Front. Microbiol., vol. 13, p. 1067803, Jan. 2023, doi: 10.3389/fmicb.2022.1067803.
M. Sabe et al., “Thirty years of research on negative symptoms of schizophrenia: A scientometric analysis of hotspots, bursts, and research trends,” Neurosci. Biobehav. Rev., vol. 144, p. 104979, Jan. 2023, doi: 10.1016/j.neubiorev.2022.104979.
C. Duan, “A State-of-the-Art Review of Sharing Economy Business Models and a Forecast of Future Research Directions for Sustainable Development: A Bibliometric Analysis Approach,” Sustainability, vol. 15, no. 5, p. 4568, Mar. 2023, doi: 10.3390/su15054568.
H. Kotzab, I. Bäumler, and P. Gerken, “The big picture on supply chain integration – insights from a bibliometric analysis,” Supply Chain Manag. Int. J., vol. 28, no. 1, pp. 25–54, Jan. 2023, doi: 10.1108/SCM-09-2020-0496.
R. Ullah, I. Asghar, and M. G. Griffiths, “An Integrated Methodology for Bibliometric Analysis: A Case Study of Internet of Things in Healthcare Applications,” Sensors, vol. 23, no. 1, p. 67, Dec. 2022, doi: 10.3390/s23010067.
H. Wu et al., “Research trends and hotspots of neoadjuvant therapy in pancreatic cancer: a bibliometric analysis based on the Web of Science Core Collection,” Clin. Exp. Med., Feb. 2023, doi: 10.1007/s10238-023-01013-4.
W. Zhu et al., “A quantitative analysis of research trends in flood hazard assessment,” Stoch. Environ. Res. Risk Assess., vol. 37, no. 1, pp. 413–428, Jan. 2023, doi: 10.1007/s00477-022-02302-2.
R. Singh, P. S. Sibi, E. Yost, and D. S. Mann, “Tourism and disability: a bibliometric review,” Tour. Recreat. Res., vol. 48, no. 5, pp. 749–765, Sep. 2023, doi: 10.1080/02508281.2021.1959768.
N. Niknejad, B. Nazari, S. Foroutani, and A. R. bin C. Hussin, “A bibliometric analysis of green technologies applied to water and wastewater treatment,” Environ. Sci. Pollut. Res., vol. 30, no. 28, pp. 71849–71863, Jan. 2022, doi: 10.1007/s11356-022-18705-1.
T. Šímová, “A research framework for digital nomadism: a bibliometric study,” World Leis. J., vol. 65, no. 2, pp. 175–191, Apr. 2023, doi: 10.1080/16078055.2022.2134200.
K. Ragazou, I. Passas, A. Garefalakis, E. Galariotis, and C. Zopounidis, “Big Data Analytics Applications in Information Management Driving Operational Efficiencies and Decision-Making: Mapping the Field of Knowledge with Bibliometric Analysis Using R,” Big Data Cogn. Comput., vol. 7, no. 1, p. 13, Jan. 2023, doi: 10.3390/bdcc7010013.
J. A. Wani, S. A. Ganaie, and I. U. Rehman, “Mapping research output on library and information science research domain in South Africa: a bibliometric visualisation,” Inf. Discov. Deliv., vol. 51, no. 2, pp. 194–212, Apr. 2023, doi: 10.1108/IDD-10-2021-0115.
R. Farooq, “Knowledge management and performance: a bibliometric analysis based on Scopus and WOS data (1988–2021),” J. Knowl. Manag., vol. 27, no. 7, pp. 1948–1991, Jul. 2023, doi: 10.1108/JKM-06-2022-0443.
M. B. Mabele, N. Kasongi, H. Nnko, I. Mwanyoka, W. A. Kiwango, and E. Makupa, “Inequalities in the production and dissemination of biodiversity conservation knowledge on Tanzania: A 50-year bibliometric analysis,” Biol. Conserv., vol. 279, p. 109910, Mar. 2023, doi: 10.1016/j.biocon.2023.109910.
E. F. Bonilla-Chaves and P. R. Palos-Sánchez, “Exploring the Evolution of Human Resource Analytics: A Bibliometric Study,” Behav. Sci., vol. 13, no. 3, p. 244, Mar. 2023, doi: 10.3390/bs13030244.
S. Ambhore and E. K. Ofori, “Exploring psychological well‐being in business and economics arena: A bibliometric analysis,” Health Sci. Rep., vol. 6, no. 1, p. e1044, Jan. 2023, doi: 10.1002/hsr2.1044.
S. M. Jamali, “The role of STEM Education in improving the quality of education: a bibliometric study,” Int. J. Technol. Des. Educ., vol. 33, no. 3, pp. 819–840, 2023, doi: 10.1007/s10798-022-09762-1.
A. U. Khan and Y. Ali, “Analytical Hierarchy Process (AHP) and Analytic Network Process Methods and Their Applications: A Twenty Year Review from 2000-2019: AHP & ANP techniques and their applications: Twenty years review from 2000 to 2019,” Int. J. Anal. Hierarchy Process, vol. 12, no. 3, Dec. 2020, doi: 10.13033/ijahp.v12i3.822.
K. Liu, Y. Liu, and J. Qin, “An integrated ANP-VIKOR methodology for sustainable supplier selection with interval type-2 fuzzy sets,” Granul. Comput., vol. 3, no. 3, pp. 193–208, Sep. 2018, doi: 10.1007/s41066-017-0071-4.
M. T. Mastura, R. Nadlene, R. Jumaidin, S. I. A. Kudus, M. R. Mansor, and H. M. S. Firdaus, “Concurrent Material Selection of Natural Fibre Filament for Fused Deposition Modeling Using Integration of Analytic Hierarchy Process/Analytic Network Process,” J. Renew. Mater., vol. 10, no. 5, pp. 1221–1238, 2022, doi: 10.32604/jrm.2022.018082.
I. J. Navarro, J. V. Martí, and V. Yepes, “Analytic Network Process-Based Sustainability Life Cycle Assessment of Concrete Bridges in Coastal Regions,” Sustainability, vol. 14, no. 17, p. 10688, Aug. 2022, doi: 10.3390/su141710688.
A. Dima, A.-M. Bugheanu, R. Boghian, and D. Ø. Madsen, “Mapping Knowledge Area Analysis in E-Learning Systems Based on Cloud Computing,” Electronics, vol. 12, no. 1, p. 62, Dec. 2022, doi: 10.3390/electronics12010062.
S. F. A. Khatib, D. F. Abdullah, A. Elamer, I. S. Yahaya, and A. Owusu, “Global trends in board diversity research: a bibliometric view,” Meditari Account. Res., vol. 31, no. 2, pp. 441–469, Mar. 2023, doi: 10.1108/MEDAR-02-2021-1194.
W. M. Lim, S. Kumar, N. Pandey, T. Rasul, and V. Gaur, “From direct marketing to interactive marketing: a retrospective review of the Journal of Research in Interactive Marketing,” J. Res. Interact. Mark., vol. 17, no. 2, pp. 232–256, Mar. 2023, doi: 10.1108/JRIM-11-2021-0276.
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