Testing and analysis of footwear insole copolymers by FTIR-ATR, non-sampling Raman probe spectroscopy, and thermal gravimetric analysis
Source abstract
Abstract
The footwear industry generates hundreds of billions of dollars in revenue each year. However, e-commerce, online retailers' markets, and social media platforms have promoted footwear cross-border counterfeiting along the footwear supply chain with economic implications for shoe producers and marketers, lowering the company's sales and profit margins. This study reports the first combined use of FTIR-ATR, non-sampling Raman probe spectroscopy and Thermal Gravimetric Analysis (TGA) for copolymer analyses of different classes of footwear. Specifically, one hundred and ninety-nine (199) shoe samples of various brand names—including high-end shoes, low-end shoes, heels, boots, men's dress shoes, flats, and sneakers—were collected via donation or purchasing from local stores and subjected to FTIR and Raman spectra measurement. The FTIR-ATR and Raman spectra of poly (ethylene vinyl acetate) ATEVA copolymers reference standards were collected and utilized to construct calibration curves. ATEVA copolymers reference standards and the insole footwear were further subjected to TGA to evaluate the polymers' thermal decomposition and stability pattern. The figure-of-merit (R 2 ≥0.9542) demonstrates the linearity of the calibration curve. The overall results (15±5.2%, 23 ± 9.0%, 21± 9.0%, 25±11%, 19 ±8.2%, and 23±10%) of % copolymer was determined in the heels, sandals, boots, men's dress shoes, flats, and sneakers respectively. The FTIR and Raman spectra and the determined % copolymers content may provide insight into footwear insole thermal degradation, stability, and insole durability. The thermogram decomposition energy of footwear polymers vary, but footwear insole polymers degrade around 600 o C, and weight loss continues gradually with an increase in temperature. This study finds practical applications by U.S. Customs and Border Protection officers, forensic scientists, law enforcement, and quality control officers for forensic footwear, fabric, and automobile polymer analysis for quality checks for consumer goods standard compliance.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Recycling and Waste Management Techniques · Polymer crystallization and properties · Polymer Nanocomposite Synthesis and Irradiation
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (65)
Show source-provided references
1. Footwear-Worldwide. Footwear - Worldwide Statista Market Forecast. (Accessed August 20, 2024).
2. Sundar Adidas
3. Nike, Inc. 8E563969-FC1C-4D3A-8EEE-F9D79F81F0C3: https://www.coursehero.com/file/21591694/Nike-SWOT/. (Accessed October 5, 2024).
4. Trade in counterfeit and pirated goods: mapping the economic impact10.1007/s12117-017-9308-5 ↗
5. US Immigration and Customs Enforcement. New York man admits to trafficking more than $2.5 million in counterfeit footwear. September 27, 2017 Newark, Njintellectual Property Rights And Commercial Fraud. https://www.ice.gov/news/releases/new-york-man-admits-trafficking-more-25-million-counterfeit-footwear. (Accessed June 5, 2024).
6. The United State Department of Homeland Security. Intellectual Property Rights Seizure Statistics Fiscal Year 2019, Publication #1085 0420. https://www.cbp.gov/sites/default/files/assets/documents/2020-May/FY%202019%20IPR%20Seizure%20Powerpoint%20FINAL%20PBRB%20APPROVED_0.pdf. Access June 5, 2024.
7. The wild west of online commerce: counterfeits and fake reviews
8. The impact of order fulfillment information disclosure on consequences of deceptive counterfeits10.1111/poms.13833 ↗
9. Counterfeiting and infringements upon intellectual property rights
10. The impacts of counterfeiting on corporate investment
11. Analysis of consumer buying behaviour of counterfeiting footwear products: empirical investigation from Uttarakhand
12. Influence of vinyl acetate content and melt flow index of ethylene-vinyl acetate copolymer on physico-mechanical and physico-chemical properties of highly filled biocomposites10.3390/polym15122639 ↗
13. Enhanced adhesion of eva and Nbr soles with polyurethane adhesives by cold atmospheric pressure plasmas10.1080/01694243.2022.2084272 ↗
14. Experimental and theoretical evaluation of mechanical, thermal and morphological features of eva-millable polyurethane blends10.1007/s10965-020-2027-7 ↗
15. Role of eva viscoelastic properties in the protective performance of a sport shoe: computational studies
16. Designing footwear: back to basics in an effort to design for people
17. The effect of eva and TPU custom foot orthoses on running economy, running mechanics, and comfort10.3389/fspor.2019.00034 ↗
18. The effect of insoles in therapeutic footwear a finite element approach10.1016/S0021-9290(97)00006-7 ↗
19. Finite element analysis of a model of a therapeutic shoe: effect of material selection for the outsole
20. A developed, eco-friendly, and flexible thermoplasticelastomeric foam from sebs for footwear application10.3144/expresspolymlett.2019.83 ↗
21. Nanocomposite foams with balanced mechanical properties and energy return from eva and CNT for the midsole of sports footwear application10.3390/polym15040948 ↗
22. Dynamic analysis of the guiding shoe considering contact gap and pose disturbance
23. Footwear insoles with higher frictional properties enhance performance by reducing in-shoe sliding during rapid changes of direction10.1080/02640414.2019.1690618 ↗
24. Can we predict which patients with plantar heel pain are more likely to benefit from insoles? a secondary exploratory analysis of a randomized controlled trial10.1186/s13047-022-00516-9 ↗
25. Immediate effects of medially posted insoles on lower limb joint contact forces in adult acquired flatfoot: a pilot study10.3390/ijerph17072226 ↗
26. Problem-based approach to teaching the internal standard method by ATR-FTIR spectroscopy10.1021/acs.jchemed.2c00548 ↗
27. Using FTIR-ATR spectroscopy to teach the internal standard method10.1021/ed100544m ↗
28. David Stifter b Advanced analysis of ethylene vinyl acetate copolymer materials for photovoltaic modules10.1016/j.polymertesting.2024.108381 ↗
29. Pyrolysis study of mixed polymers for non-isothermal TGA: artificial neural networks application10.3390/polym14132638 ↗
30. Effect of processing technology, nanomaterial and coupling agent ratio on some physical, mechanical, and thermal properties of wood polymer nanocomposites10.3390/f14051036 ↗
31. Raman spectroscopy and multivariate regression analysis in biomedical research, medical diagnosis, and clinical analysis10.1080/05704928.2021.1913744 ↗
32. An inexpensive Raman, spectroscopy setup for Raman, polarized Raman, and surface enhanced Raman, spectroscopy
33. Raman analysis of ethylene vinyl acetate copolymers using 2D-COS for identifying structural changes
34. Raman characterization of plastics: a DFT study of polystyrene10.1021/acs.jpcb.3c08453 ↗
35. Structure correlation of silylated dicarboxylic acid monomer and its respective oligomeric polyamide-imide using experimental and theoretical vibrational spectra10.1080/00387010.2017.1282523 ↗
36. Influence of the percentage of recycled material on the mechanical properties of low-density polyethylene, polyethylene terephthalate, and polyvinyl chloride10.1177/0095244312469125 ↗
37. Influence of different laser irradiation methods on determination of composition content in polypropylene/low-density polyethylene blends using Raman spectroscopy10.1080/10601325.2017.1282231 ↗
38. Influence of polyethylene terephthalate powder on hydration of portland cement10.3390/polym13152551 ↗
39. Koh-hei. Nitta. Rheo-Raman spectroscopic study on uniaxial deformation behavior of high-density polyethylene solids with various molecular weight distributions10.1021/acs.macromol.8b02740 ↗
40. High-density polyethylene/carbon nanotubes composites: Investigation on the factors responsible for the fracture formation under tensile loading10.1007/s10965-021-02807-4 ↗
41. A review of recent progress in the application of Raman spectroscopy and SERS detection of microplastics and derivatives10.1007/s00604-023-06044-y ↗
42. Direct through-container Raman spectroscopic analyses of samples housed in glass and plastic containers: a review10.1080/05704928.2022.2051535 ↗
43. A forensic case study: the detection of contraband drugs in carrier solutions by Raman spectroscopy10.1002/dta.169 ↗
44. Non-invasive detection of cocaine dissolved in beverages using displaced Raman spectroscopy10.1016/j.aca.2007.11.023 ↗
45. Assessment of hand-held Raman instrumentation for in situ screening for potentially counterfeit artesunate antimalarial tablets by FT-Raman spectroscopy and direct ionization mass spectrometry10.1016/j.aca.2008.06.007 ↗
46. Inverse spatially offset Raman spectroscopy for deep noninvasive probing of turbid media10.1366/000370206778999102 ↗
47. Through-container, extremely low concentration detection of multiple chemical markers of counterfeit alcohol using a handheld SORS device10.1038/s41598-017-12263-0 ↗
48. Through-bottle whisky sensing and classification using Raman spectroscopy in an axicon-based backscattering configuration10.1039/D0AY01101K ↗
49. Towards understanding the chemical structure modification of EVA copolymer upon MAPLE processing of thin films10.3390/ijms222111686 ↗
50. Enhancement of mechanical, rheological and antifungal properties of polylactic acid/ethylene–vinyl-acetate blend by triacetin plasticizer10.1007/s10965-023-03630-9 ↗
51. Thermal crosslinking synthesis of ethylene–vinyl acetate copolymer supported floating TiO2 photocatalyst: characterization and photocatalytic performance10.1007/s11356-022-19446-x ↗
52. Harris · 2007
53. Hage · 2011
54. Thermal treatment of waste photovoltaic module for recovery and recycling: experimental assessment of the presence of metals in the gas emissions and in the ashes10.1016/j.renene.2015.03.014 ↗
55. Pyrolysis of EVA and its application in recycling of photovoltaic modules
56. Performance of ethylene vinyl acetate waste (EVA-w) when incorporated into expanded EVA foam for footwear10.1016/j.jclepro.2021.128352 ↗
57. A novel approach for the recycling of thin film photovoltaic modules10.1016/j.resconrec.2009.12.001 ↗
58. 2014
59. Thermal stability of poly(ethylene-Co-vinyl acetate) based materials10.1016/j.polymertesting.2013.03.014 ↗
60. Balani · 2014
61. A review on gasification and pyrolysis of waste plastics10.3389/fchem.2022.960894 ↗
62. Phase change material-enhanced shoe sole for foot thermal regulation to prevent hyperthermia
63. Interpreting DSC Curves Part 1: Dynamic Measurements. https://www.eng.uc.edu/∼beaucag/Classes/Characterization/DSCParts/Artifacts%20in%20DSC%20Usercom_11.pdf.
64. Structural and thermoanalytical characterization of self-healing polymer: the effect of cross-linking density10.1007/s10973-023-12862-2 ↗
65. Effect of EVA on thermal stability, flammability, mechanical properties of HDPE/EVA/Mg(OH)2 composites10.1088/1757-899X/213/1/012002 ↗