journal article·2022-08-02

The selection of face mask as a personal protective equipment under the spherical fuzzy environment considering technical and material properties

Sait Gül, Çağlar Sivri, Ozan Rıdvan Aksu

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Abstract

Purpose The purpose of this paper is to determine which criteria should be taken into account while choosing face masks for pandemic times and to what extent their effects are. Design/methodology/approach Nine face mask alternatives were evaluated based on the assessments of their performance with respect to twelve attributes. Seven experts were asked to evaluate the mask alternatives and the influences among attributes. In gathering expert judgments, spherical fuzzy number-based linguistic terms were utilized in the study to provide a more comprehensive representation domain to them. Findings According to the results, the most important attributes are found as material type, cost and bacteria–virus protection level. The best face mask is N95, which is followed by respirators and surgical masks. Research limitations/implications The implication of the research is to evaluate face masks in terms of criteria such as physical, performance, protection and cost to decide on what basis they were selected as a personal protective equipment (PPE) based on expert assessments. This is useful in selection of the right face mask with optimum performance and provides guidance to the general public and profession specific groups for this purpose. The face mask companies might be also benefitted from the implications of the present study in their design and research and development (R&D) operations. Originality/value The preference ranking of the face mask alternatives has not been studied in detail yet in the literature. Focusing on this issue, the present study provides a comprehensive assessment of the selection criteria of face masks in the pandemic era.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Infection Control and Ventilation

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Faculty of Engineering and Natural Sciences Department of Management Engineering, , , İstanbul,

Bahçeşehir University Department of Management Engineering, , , İstanbul,

References (87)

Show source-provided references
1. Nanofibers in face masks and respirators to provide better protection
2. Group decision-making based on complex spherical fuzzy VIKOR approach10.1016/j.knosys.2021.106793 ↗
3. Detection-based prioritization: framework of multi-laboratory characteristics for asymptomatic COVID-19 carriers based on integrated entropy-TOPSIS methods10.1016/j.artmed.2020.101983 ↗
4. E-learning critical success factors during the COVID-19 pandemic: a comprehensive analysis of e-learning managerial perspectives10.3390/educsci10090216 ↗
5. Emergency decision support modeling for COVID-19 based on spherical fuzzy information10.1002/int.22262 ↗
6. A new emergency response of spherical intelligent fuzzy decision process to diagnose of COVID19
7. Intuitionistic fuzzy sets10.1016/S0165-0114(86)80034-3 ↗
8. Performance of fabrics for home-made masks against the spread of COVID-19 through droplets: a quantitative mechanistic study10.1016/j.eml.2020.100924 ↗
9. Factors influencing face mask selection and design specifications: results from pilot study amongst MALAYSIAN umrah pilgrims
10. Protection levels of N95-level respirator substitutes proposed during the COVID-19 pandemic: safety concerns and quantitative evaluation procedures10.1136/bmjopen-2020-045557 ↗
11. Pythagorean fuzzy CODAS and its application to supplier selection in a manufacturing firm10.1108/JEIM-01-2018-0020 ↗
12. The effect of mask use on the spread of influenza during a pandemic10.1111/j.1539-6924.2010.01428.x ↗
13. A framework for selection of the best food waste management alternative by a spherical fuzzy AHP based approach
14. Best-worst method for modelling mobility choice after COVID-19: evidence from Italy
15. Determining importance degrees of website design parameters based on interactions and types of websites10.1016/j.dss.2012.10.036 ↗
16. Picture Fuzzy Sets – a new concept for computational intelligence problems
17. An evaluation model of business intelligence for enterprise systems with new extension of CODAS (CODAS-IVIF)
18. Exit strategies for COVID 19: an ISM and MICMAC approach
19. The members of the COVID-19MCDA Group, Multi-criteria decision analysis to prioritize hospital admission of patients affected by COVID-19 in low-resource settings with hospital-bed shortage10.1016/j.ijid.2020.06.082 ↗
20. An extended TODIM approach for group emergency decision making based on bidirectional projection with hesitant triangular fuzzy sets10.1016/j.cie.2020.106959 ↗
21. The protective performance of reusable cloth face masks, disposable procedure masks, KN95 masks and N95 respirators
22. Spherical fuzzy bonferroni mean aggregation operators and their applications to multiple-attribute decision making10.1007/978-3-030-45461-6_5 ↗
23. Determining the weights of criteria in the ELECTRE type methods with a revised Simos’ procedure10.1016/S0377-2217(01)00370-8 ↗
24. Low-cost measurement of face mask efficacy for filtering expelled droplets during speech10.1126/sciadv.abd3083 ↗
25. Gabus · 1972
26. T-spherical fuzzy power aggregation operators and their applications in multi-attribute decision making10.1007/s12652-020-02600-z ↗
27. Mask material: challenges and virucidal properties as an effective solution against coronavirus SARS-CoV-210.1515/openhe-2020-0004 ↗
28. Spherical fuzzy extension of DEMATEL (SF-DEMATEL)10.1002/int.22255 ↗
29. Extending ARAS with integration of objective attribute weighting under spherical fuzzy environment10.1142/S0219622021500267 ↗
30. Coordinating the ISM Code and OHSAS procedures to improve the occupational health and safety at sea
31. A modified failure modes and effects analysis using interval-valued spherical fuzzy extension of TOPSIS method: case study in a marble manufacturing facility10.1007/s00500-021-05605-8 ↗
32. Hospital preparedness assessment against COVID-19 pandemic: a case study in Turkish tertiary healthcare services
33. An evidence review of face masks against COVID-19
34. Short-term skin reactions following use of N95 respirators and medical masks10.1111/cod.13601 ↗
35. Evaluating sustainable vehicle technologies for freight transportation using spherical fuzzy AHP and TOPSIS
36. A novel neutrosophic CODAS method: selection among wind energy plant locations
37. Selection of rational dispute resolution method by applying new step-wise weight assessment ratio analysis (SWARA)10.3846/jbem.2010.12 ↗
38. A new combinative distance-based assessment (CODAS) method for multi-criteria decision-making
39. Deriving decision makers’ weights in group decision making: an overview of objective methods10.1016/j.inffus.2018.11.009 ↗
40. Aerosol filtration efficiency of common fabrics used in respiratory cloth masks10.1021/acsnano.0c03252 ↗
41. Kutlu Gündoğdu · 2020 · 15
42. Spherical fuzzy sets and spherical fuzzy TOPSIS method
43. Extension of codas with spherical fuzzy sets
44. Extension of WASPAS with spherical fuzzy sets10.15388/Informatica.2019.206 ↗
45. Review of the breathability and filtration efficiency of common household materials for face masks10.1021/acsnano.0c10146 ↗
46. Evaluation of online teaching quality: an extended linguistic MAGDM framework based on risk preferences and unknown weight information10.3390/sym13020192 ↗
47. Multi-attribute group decision-making for online education live platform selection based on linguistic intuitionistic cubic fuzzy aggregation operators10.1007/s40314-020-01406-1 ↗
48. Effectiveness of N95 respirators versus surgical masks against influenza: a systematic review and meta-analysis10.1111/jebm.12381 ↗
49. A rapid systematic review of the efficacy of face masks and respirators against coronaviruses and other respiratory transmissible viruses for the community, healthcare workers and sick patients10.1016/j.ijnurstu.2020.103629 ↗
50. A novel distance measure for intuitionistic fuzzy sets with diverse applications10.1002/int.22312 ↗
51. The national(ist) necropolitics of masks10.1111/1469-8676.12863 ↗
52. Inconveniences due to the use of face masks during the COVID-19 pandemic: a survey study of 876 young people10.1111/dth.13567 ↗
53. Benchmarking methodology for selection of optimal COVID-19 diagnostic model based on entropy and TOPSIS methods10.1109/ACCESS.2020.2995597 ↗
54. Evaluating strategic entry decision using spherical fuzzy sets
55. Otay · 2021 · 591
56. BayesRec: personalize search ranking with customer attribute-level willingness-to-pay using heterogeneous booking choice data10.1016/j.ijhm.2021.102885 ↗
57. The myth of masks: a tale of risk selection in the COVID-19 pandemic10.1111/1469-8676.12852 ↗
58. The efficiency of surgical masks of varying design and composition10.1002/bjs.1800621203 ↗
59. Generalized Z-numbers with hesitant fuzzy linguistic information and its application to medicine selection for the patients with mild symptoms of the COVID-1910.1016/j.cie.2020.106517 ↗
60. Risk of the Brazilian health care system over 5572 municipalities to exceed health care capacity due to the 2019 novel coronavirus (COVID-19)10.1016/j.scitotenv.2020.139144 ↗
61. Effectiveness of manufactured surgical masks, respirators, and home-made masks in prevention of respiratory infection due to airborne microorganisms10.12746/swrccc.v8i34.675 ↗
62. Saaty · 1980
63. Evaluation of the COVID-19 pandemic intervention strategies with hesitant F-AHP10.1155/2020/8835258 ↗
64. Capacity evaluation of diagnostic tests for COVID-19 using multicriteria decision-making techniques10.1155/2020/1560250 ↗
65. Public transportation system evaluation: a novel two-stage hybrid method based on IVIF-AHP and CODAS10.1007/s40815-019-00785-w ↗
66. Fermatean fuzzy sets10.1007/s12652-019-01377-0 ↗
67. A novel spherical fuzzy Bi-objective linear assignment method and its application to insurance options selection10.1142/S0219622021500073 ↗
68. Energy trilemma based prioritization of waste-to-energy technologies: implications for post-COVID-19 green economic recovery in Pakistan10.1016/j.jclepro.2020.124729 ↗
69. Group decision-making for the selection of an antivirus mask under fermatean fuzzy soft information
70. DEMATEL technique: a systematic review of the state-of-the-art literature on methodologies and applications10.1155/2018/3696457 ↗
71. Development of nanofiber structures having novel morphologies differentiated with the help of organic acids10.1080/00405000.2017.1298328 ↗
72. Improvement of protective and comfort properties of face masks using superabsorbent polymer containing nanofibers10.1108/IJCST-10-2017-0169 ↗
73. Washable nonwovens versus washable wovens and knitted fabrics: state of the art and perspectives in infection control
74. The filtration of technical fabrics against chemical and biological agents under low flow and pressure
75. Rationale for universal face masks in public against COVID-1910.1111/resp.13834 ↗
76. Wang · 2021 · 8510.1007/978-3-030-45461-6_4 ↗
77. Hybrid TODIM method with crisp number and probability linguistic term set for urban epidemic situation evaluation
78. Mask-induced contact dermatitis in handling COVID-19 outbreak10.1111/cod.13599 ↗
79. Pythagorean fuzzy subsets
80. Generalized orthopair fuzzy sets10.1109/TFUZZ.2016.2604005 ↗
81. Decision support algorithm for selecting an antivirus mask over COVID-19 pandemic under spherical normal fuzzy environment10.3390/ijerph17103407 ↗
82. The theory of inventive problem solving (TRIZ)-based strategic mapping of green nuclear energy investments with spherical fuzzy group decision-making approach, Int J Energy Research10.1002/er.6435 ↗
83. Complex q-rung uncertain linguistic partitioned bonferroni mean operators with application in antivirus mask selection10.3390/sym13020249 ↗
84. Proposing a new methodology for prioritising the investment strategies in the private sector of Iran10.1080/1331677X.2014.947150 ↗
86. Application of a gray-based decision support framework for location selection of a temporary hospital during COVID-19 pandemic
87. Helping doctors hasten COVID-19 treatment: towards a rescue framework for the transfusion of best convalescent plasma to the most critical patients based on biological requirements via ml and novel MCDM methods