ORIGINAL ARTICLE

Comparative analysis of fluoride-based and natural mouthwashes on NiTi orthodontic wire surface integrity

Gabriela Mishell Salinas Sáncheza, Marjory Elizabeth Vaca Zapataa, Mauricio Aguirre Balsecaa, Karina Maria Salvatore Freitasb and Stalin Wladimir Tamami Tualomboa

aDepartment of Health Sciences, University of the Hemispheres, Quito, Ecuador; bDepartment of Orthodontics, Ingá University Center Uningá, Maringá, Brazil.

ABSTRACT

Objective: To evaluate in vitro the effect of two commercial mouthwashes, Encident Brackets® (fluoride- and chlorhexidine-containing) and BambooSmile® (natural formulation) on the surface roughness of nickel–titanium (NiTi) orthodontic archwires.

Materials and methods: Thirty rectangular NiTi archwire segments (0.019 × 0.025”, Orthometric) were divided into three groups (n = 10 each): control, Encident Brackets®, and BambooSmile®. Samples were pre-immersed in artificial saliva for 24 h, then exposed for 1.5 h to the respective solutions, simulating 30 days of clinical use. Surface roughness (Rz) was measured before and after immersion using a Marsurf PS10 profilometer. Statistical analysis included Student’s t-test and ANOVA (p < 0.05).

Results: Both mouthwashes significantly increased surface roughness compared to baseline (p < 0.05). Mean Rz values rose from 0.798 to 2.208 μm in the Encident Brackets® group and from 0.782 to 2.085 μm in the BambooSmile® group. However, no significant differences were observed between the two experimental groups after treatment (p > 0.05).

Conclusions: Exposure to both conventional and natural mouthwashes resulted in significant surface alterations of NiTi archwires. Although Encident Brackets® produced slightly higher roughness values, its effect was comparable to BambooSmile®. These findings highlight the importance of considering mouthwash composition during orthodontic treatment, as increased surface roughness may compromise sliding mechanics, favor bacterial adhesion, and affect periodontal health. Further in vivo studies are recommended to validate these results under clinical conditions.

KEYWORDS Orthodontic wires; mouthwashes; surface roughness; nickel-titanium alloys; corrosion

 

Citation: BIOMATERIAL INVESTIGATIONS IN DENTISTRY 2025, VOL. 12, 210–215. https://doi.org/10.2340/biid.v12.45036.

Copyright: © 2025 The Author(s). Published by MJS Publishing on behalf of Acta Odontologica Scandinavica Society. This is an Open Access article distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), allowing third parties to copy and redistribute the material in any medium or format and to remix, transform, and build upon the material, with the condition of proper attribution to the original work.

Received: 29 August 2025; Accepted: 16 October 2025; Published: 17 December 2025

CONTACT Karina Maria Salvatore Freitas kmsf@uol.com.br Department of Orthodontics, Ingá University Center UNINGÁ, Rod PR 317, n, 6114, Maringá – PR – 87035-510, Brazil

Competing interests and funding: The authors report there are no competing interests to declare.
The authors declare that there were no financial relationships, sponsorships, or commercial interests related to the materials, equipment, or products used in this study. All items were obtained through standard institutional purchase channels, and no external funding was received for this research.

 

Introduction

Orthodontic treatment relies on the use of biocompatible materials and mechanical systems to correct malocclusions, optimize occlusal function, and improve esthetics [1]. Among these materials, nickel-titanium (NiTi) archwires play a central role due to their unique superelasticity and shape memory, allowing continuous light forces that improve treatment efficiency and patient comfort [2, 3]. However, the long-term clinical performance of NiTi wires depends on their ability to maintain structural and chemical integrity under complex oral conditions [4, 5].

The oral cavity represents a dynamic and challenging environment, characterized by fluctuations in pH, temperature, enzymatic activity, and microbial colonization, as well as continuous exposure to chemical agents such as fluorides and antiseptic compounds [4, 6]. These factors may compromise the protective titanium oxide (TiO₂) layer on NiTi surfaces, thereby increasing the risk of corrosion, ion release, and surface roughening [7, 8]. Clinically, surface deterioration reduces sliding mechanics by increasing friction at the bracket–wire interface, prolongs treatment time, facilitates bacterial adhesion, and may promote periodontal inflammation [9, 10].

Fluoride-containing mouthwashes, while effective in caries prevention, are known to accelerate corrosion of metallic orthodontic appliances, leading to greater ion release and rougher surfaces [1113]. Similarly, chlorhexidine, widely used for its antimicrobial activity, may alter surface characteristics when used chronically [14]. In contrast, natural alternatives without fluoride or chlorhexidine, often formulated with plant-derived compounds and essential oils, have been proposed as less aggressive options, though their effects on NiTi alloys remain poorly understood [1518].

Encident Brackets® is a conventional orthodontic mouthwash containing sodium fluoride, chlorhexidine digluconate, xylitol, and chamomile extract. Its formulation targets caries and gingival inflammation but may enhance corrosion risk due to its fluoride and chlorhexidine content. Other commercial products and natural rinses containing xylitol and chamomile support that such ingredient combinations are plausible [19]. BambooSmile®, in contrast, is a fluoride- and chlorhexidine-free natural product, formulated with sodium bicarbonate, tea tree oil, rosemary, thyme, lemon, and plant extracts, whose antimicrobial and anti-inflammatory properties have been documented in the literature [15, 16, 20]. Comparative studies indicate that fluoridated or alcohol-based rinses produce significantly higher surface alterations in orthodontic alloys than natural formulations [13, 21].

Surface roughness is a critical parameter for assessing the corrosion resistance and clinical performance of NiTi wires. The average surface roughness (Ra) and related rugosimetric metrics provide reliable quantitative measures of surface degradation, which directly influence frictional mechanics, ion leaching, and bacterial adhesion in the oral environment [2224].

Given the widespread use of mouthwashes in orthodontic patients and the lack of comparative data between conventional and natural formulations, it is essential to clarify their effects on the surface integrity of NiTi archwires. This way, the aim of this study was to evaluate in vitro the effect of two mouthwashes on the surface roughness of NiTi wires: Encident Brackets® (containing fluoride and chlorhexidine) and BambooSmile® (natural, without fluoride or chlorhexidine).

Material and methods

This was an in vitro experimental comparative study designed to evaluate the effect of two commercial mouthwashes, Encident Brackets® and BambooSmile®, on the surface roughness of orthodontic NiTi rectangular wires (0.019 × 0.025 inches, 2 cm in length, superelastic; Orthometric, Marília, Brazil).

The a priori sample size was calculated for the primary comparison of post-exposure surface roughness (Rz) between the two experimental groups using a two-tailed independent-samples t test (α = 0.05). Based on pilot data that showed a substantial increase in roughness after exposure, a large standardized effect size (Cohen’s d = 1.05) was assumed. Under these parameters, 10 specimens per group provide a power (1 − β) = 0.80 to detect statistically significant differences (G*Power 3.1.9.7; test family: t tests; statistical test: means – difference between two independent means).

For within-group pre- and post-exposure comparisons, the same sample size (n = 10) also yields > 80% power to detect a large paired effect (dz ≥ 1.0) at α = 0.05. Therefore, the enrolled n = 10 per group was considered adequate for both inter- and intra-group analyses.

The study was conducted in accordance with the criteria of American Dental Association (ADA) Specification No. 116: Oral Rinses (ISO 16408:2004, MOD) and ADA Standard No. 32: Orthodontic Wires (ISO 15841:2014, MOD). Prior to the main study, a pilot test with 10 wire segments was performed, showing increased surface roughness after exposure to the tested solutions, thereby justifying the experimental design.

A total of 30 new, factory-sealed NiTi wire segments were included. All wires were verified for dimensions and integrity prior to testing. Artificial saliva (Saliv®, Lamosan Laboratories) was used to simulate intraoral conditions, while Encident Brackets® (fluoride- and chlorhexidine-containing) and BambooSmile® (fluoride- and chlorhexidine-free, plant-based formulation) served as the experimental agents. Double-distilled water (Sanderson) was used for rinsing at the end of each immersion cycle.

Baseline measurements of surface roughness were recorded for all 30 samples using a Marsurf PS10 profilometer with a diamond stylus, operating at 0.05 mm/s and recording up to 9,600 points to detect microscopic surface irregularities (Figure 1). After baseline evaluation, all samples were immersed in 5 mL of artificial saliva for 24 h at room temperature to simulate prior exposure to the oral environment (Figure 2).

Figure 1
Figure 1. Surface roughness tester.

 

Figure 2
Figure 2. Immersion test in artificial saliva.

Subsequently, the specimens were randomly divided into three groups:

To reproduce clinical use, equivalent to three daily rinses of 1 min over 30 days [25], an accumulated exposure time of 90 min per sample was established. For practical standardization, each sample underwent a single continuous immersion of 1.5 h, with the solution renewed every 10 min, resulting in nine solution changes throughout the protocol [26].

Figure 3
Figure 3. Immersion test in Encident Brackets mouthwash.

 

Figure 4
Figure 4. Immersion test in Bamboo Smile mouthwash.

After treatment, the specimens were rinsed with double-distilled water to remove any residues and repositioned on a flat surface for post-exposure analysis. Final roughness measurements were performed using the same profilometer under identical conditions.

Surface roughness was quantified using the parameter Rz (average maximum peak-to-valley height) because it is more sensitive to localized irregularities than (average surface roughness), providing a more precise assessment of critical surface defects that may compromise the mechanical and biological performance of orthodontic wires. Lower values indicated smoother surfaces, while higher values reflected increased surface roughness and degradation.

Statistical analysis

Normality tests of Shapiro-Wilk and Kolmorogov-Smirnov were applied, demonstrating normal distribution, allowing parametric tests. Dependent tests were used to compare the initial and final surface roughness in each group, and independent t tests were performed to compare the groups (Encident Brackets and BambooSmile) at initial and final evaluations. Results were considered significant for p < 0.05.

Results

Before immersion, the baseline surface roughness (Rz) values did not differ significantly among groups, confirming sample homogeneity (Encident Brackets® = 0.798 ± 0.171 μm; BambooSmile® = 0.782 ± 0.124 μm; p = 0.771).

For the Encident Brackets® group, the mean initial surface roughness (Rz) was 0.798 ± 0.171 μm. After exposure, roughness increased significantly to 2.208 ± 0.193 μm (p < 0.001, paired t test) (Figure 5). Similarly, the BambooSmile® group showed an initial mean roughness of 0.782 ± 0.124 μm, which rose to 2.085 ± 0.438 μm after treatment (p < 0.001) (Figure 6). Thus, both mouthwashes produced a statistically significant increase in surface roughness compared with baseline (Table 1).

Table 1. Comparison of initial and final measurements in each group (dependent t tests).
Groups N Mean (Rz) SD p
Encident Brackets
Initial 15 0.798 0.171 0.000
Final 15 2.208 0.193
Total 30 0.790 0.147
BambooSmile
Initial 15 0.782 0.124 0.000
Final 15 2.085 0.438
Total 30 2.147 0.338

 

Figure 5
Figure 5. Intragroup comparison of initial x final stages for Encident Brackets and Bamboo Smile.

 

Figure 6
Figure 6. Comparison between Encident Brackets and Bamboo Smile.

When comparing the two groups, no statistically significant differences were detected either at baseline (p = 0.771) or after exposure (p = 0.329). This indicates that although both rinses increased roughness, their effects on NiTi surfaces were comparable (Table 2).

Table 2. Comparison between Encident Brackets and BambooSmile at initial and final evaluations (independent t tests).
Groups N Mean (Rz) SD P
Initial
Encident Brackets 15 0.798 0.171 0.771
Bamboo Smile 15 0.782 0.124
Total 30 0.790 0.147
Final
Encident Brackets 15 2.208 0.193 0.329
Bamboo Smile 15 2.085 0.438
Total 30 2.147 0.338

From a clinical perspective, this consistent increase in roughness suggests that both conventional (fluoride- and chlorhexidine-containing) and natural formulations may alter the surface integrity of NiTi wires, potentially influencing their biomechanical behavior.

Representative 3D profilometric surface maps of NiTi wire segments before and after immersion in each solution are shown in Figure 7, illustrating the increase in surface irregularities consistent with the roughness measurements obtained.

Figure 7
Figure 7. Representative 3D profilometric images of NiTi orthodontic wire surfaces: (A) baseline (unexposed), (B) after immersion in Encident Brackets® mouthwash, and (C) after immersion in BambooSmile® mouthwash. The images demonstrate the marked increase in surface irregularities after exposure, consistent with the quantitative roughness values reported.

Discussion

The corrosion resistance of nickel–titanium (NiTi) orthodontic wires is a critical determinant of their long-term mechanical performance and biocompatibility. In this study, both Encident Brackets® (fluoride- and chlorhexidine-containing) and BambooSmile® (natural, fluoride- and chlorhexidine-free) mouthwashes produced a statistically significant increase in surface roughness (p < 0.05). This finding underscores the vulnerability of NiTi alloys to chemical challenges in the oral environment, regardless of whether the formulation is conventional or natural.

Previous studies have consistently demonstrated that fluoride-containing agents can compromise the protective TiO₂ layer on NiTi surfaces, triggering localized corrosion, pitting, and fissures. Barrett et al. [11] and Eliades et al. [8] reported that fluoride exposure disrupts the passive oxide layer, leading to increased ion release and surface roughening. Similarly, Chantarawaratit and Yanisarapan [7] and Farrag et al. [21] confirmed that fluoride and chlorhexidine synergistically accelerate corrosion and alter surface morphology. These processes not only impair wire integrity but also promote bacterial adhesion and plaque accumulation, [6, 22] with potential consequences for periodontal health.

The present study aligns with these observations: surface roughness (Rz) increased from 0.798 to 2.208 μm after Encident Brackets® exposure, and from 0.782 to 2.085 μm after BambooSmile®. While Encident Brackets® induced slightly greater alterations, the difference between groups was not statistically significant (p > 0.05). This suggests that although fluoride and chlorhexidine are well-recognized corrosive agents, natural formulations are not free from risk. Components such as sodium bicarbonate and essential oils may also modify NiTi surfaces under prolonged exposure. Yıldırım et al. [13] similarly observed that even fluoride-free rinses can increase surface roughness, albeit to a lesser degree.

From a clinical perspective, the increase in surface irregularities is highly relevant. Roughened NiTi surfaces are associated with higher friction at the bracket-wire interface, [9, 10] reducing the efficiency of sliding mechanics and potentially prolonging treatment duration. Additionally, increased roughness creates niches for bacterial retention, enhancing the risk of gingival inflammation and periodontal compromise. [22] For patients with nickel hypersensitivity, surface degradation may further exacerbate metal ion release, posing additional biological risks [12, 27].

It is noteworthy that BambooSmile®, despite being marketed as a natural and eco-friendly alternative, produced surface alterations comparable to those of Encident Brackets®. Essential oils and plant-derived compounds can exhibit antimicrobial and anti-inflammatory effects [1517], yet their long-term impact on orthodontic alloys remains underexplored. The current findings highlight that ‘natural’ does not necessarily equate to ‘neutral’ in terms of material compatibility.

The simulated exposure protocol, equivalent to 30 days of clinical use [25], provides a controlled model for evaluating surface changes. However, extrapolation to in vivo conditions must be cautiously, as oral environment includes variable salivary flow, pH fluctuations, thermal cycling, and masticatory forces [4]. These additional factors may exacerbate or mitigate corrosion dynamics, influencing clinical outcomes.

Taken together, the results confirm that NiTi wires are highly susceptible to surface degradation upon exposure to both conventional and natural mouthwashes. This reinforces the need for clinicians to carefully consider the type of oral hygiene adjuncts prescribed during orthodontic treatment. Future research should evaluate long-term in vivo effects, alternative alloy coatings, and the development of mouthwash formulations specifically designed to minimize adverse interactions with orthodontic materials.

From a clinical standpoint, the findings of this study underscore the importance of evaluating not only the antimicrobial efficacy but also the material compatibility of mouthwashes prescribed during orthodontic treatment. Even short-term exposure leads to significant surface alterations in NiTi wires, which can increase sliding resistance, prolong treatment time, and facilitate bacterial adhesion at the bracket–wire interface. Clinicians should therefore exercise caution when recommending fluoride- or chlorhexidine-based rinses for patients with fixed appliances and consider limiting their use to short periods or alternating with neutral or plant-based formulations.

Future research should aim to simulate more realistic intraoral conditions, including variable pH, temperature changes, and masticatory forces, to better approximate clinical performance. Long-term in vivo trials are needed to evaluate corrosion and ion release under continuous use, while advanced microscopy and nano-mechanical testing could further elucidate microstructural changes. Moreover, developing protective surface coatings or novel mouthwash formulations with reduced corrosive potential may represent promising strategies to preserve the integrity of orthodontic alloys.

Conclusion

This study demonstrated that exposure to both Encident Brackets® and BambooSmile® mouthwashes significantly increased the surface roughness of NiTi orthodontic archwires. Although Encident Brackets® produced slightly higher roughness values, the difference between groups was not statistically significant. These findings suggest that both conventional and natural formulations may compromise the surface integrity of NiTi wires, potentially increasing friction, bacterial adhesion, and periodontal risks. Therefore, clinicians should carefully consider the choice of mouthwash in orthodontic patients, and future in vivo studies are needed to confirm these effects under real oral conditions.

Data availability statement

The data generated and analyzed during the current study are available from the corresponding author on reasonable request.

References

[1]     Hassan R, Aslam Khan MU, Abdullah AM, Abd Razak SI. A review on current trends of polymers in orthodontics: BPA-free and smart materials. Polymers. 2021;13(9):1409. https://doi.org/10.3390/polym13091409

[2]     Gravina MA, Canavarro C, Elias CN, Das Graças Afonso Miranda Chaves M, Brunharo IH, Quintão CC. Mechanical properties of NiTi and CuNiTi wires used in orthodontic treatment. Part 2: microscopic surface appraisal and metallurgical characteristics. Dent Press J Orthod 2014;19:69–76. https://doi.org/10.1590/2176-9451.19.1.069-076.oar

[3]     Markovic E, Peric T, Kojic S, Stosic M, Scepan I, Petrovic B. Influence of casein phosphopeptide-amorphous calcium phosphate on the surface topography and composition of nickel-titanium archwires during orthodontic treatment with fixed appliances. J Oral Sci. 2024;66:60–5. https://doi.org/10.2334/josnusd.23-0276

[4]     Selvaraj M, Mohaideen K, Sennimalai K, Gothankar GS, Arora G. Effect of oral environment on contemporary orthodontic materials and its clinical implications. J Orthod Sci 2023;12:1. https://doi.org/10.4103/jos.jos_73_22

[5]     Chaturvedi TP, Upadhayay SN. An overview of orthodontic material degradation in oral cavity. Indian J Dent Res. 2010;21(2):275–84. https://doi.org/10.4103/0970-9290.66648

[6]     Mystkowska J, Niemirowicz-Laskowska K, Łysik D, Tokajuk G, Dąbrowski JR, Bucki R. The role of oral cavity biofilm on metallic biomaterial surface destruction–corrosion and friction aspects. Int J Mol Sci. 2018;19(3):743. https://doi.org/10.3390/ijms19030743

[7]     Chantarawaratit PO, Yanisarapan T. Exposure to the oral environment enhances the corrosion of metal orthodontic appliances caused by fluoride-containing products: cytotoxicity, metal ion release, and surface roughness. Am J Orthod Dentofacial Orthop. 2021;160:101–12. https://doi.org/10.1016/j.ajodo.2020.03.035

[8]     Eliades T, Eliades G, Athanasiou AE, Bradley TG. Surface characterization of retrieved NiTi orthodontic archwires. Eur J Orthod. 2000;22:317–26. https://doi.org/10.1093/ejo/22.3.317

[9]     Husain N, Kumar A. Frictional resistance between orthodontic brackets and archwire: an in vitro study. J Contemp Dent Pract. 2011;12:91–9. https://doi.org/10.5005/jp-journals-10024-1015

[10]   Wichelhaus A, Geserick M, Hibst R, Sander FG. The effect of surface treatment and clinical use on friction in NiTi orthodontic wires. Dent Mater. 2005;21:938–45. https://doi.org/10.1016/j.dental.2004.11.011

[11]   Barrett RD, Bishara SE, Quinn JK. Biodegradation of orthodontic appliances. Part I. Biodegradation of nickel and chromium in vitro. Am J Orthod Dentofacial Orthop. 1993;103:8–14. https://doi.org/10.1016/0889-5406(93)70098-9

[12]   Chitra P, Prashantha GS, Rao A. Long-term evaluation of metal ion release in orthodontic patients using fluoridated oral hygiene agents: an in vivo study. J World Feder Orthod. 2019;8:107–11. https://doi.org/10.1016/j.ejwf.2019.04.003

[13]   Yıldırım G, Eraydın F, Nalbantgil D. Corrosion behavior of nickel-titanium arch wires following the use of different mouthwashes: an in vivo study. Turk J Orthod. 2024;37:168–73. https://doi.org/10.4274/TurkJOrthod.2023.2022.182

[14]   Amini F, Farhadi S, Shahbeik S, Mahvash Mohammadi M, Rakhshan V. Effects of fixed orthodontic treatment with and without chlorhexidine mouthwash on vitality of oral mucosal cells reflected by cell nuclear indexes: a preliminary 3-phase before-after clinical trial. Int Orthod. 2023;21:100722. https://doi.org/10.1016/j.ortho.2023.100722

[15]   Bakkali F, Averbeck S, Averbeck D, Idaomar M. Biological effects of essential oils – a review. Food Chem Toxicol. 2008;46:446–75. https://doi.org/10.1016/j.fct.2007.09.106

[16]   Carson CF, Hammer KA, Riley TV. Melaleuca alternifolia (Tea Tree) oil: a review of antimicrobial and other medicinal properties. Clin Microbiol Rev. 2006;19:50–62. https://doi.org/10.1128/CMR.19.1.50-62.2006

[17]   Panagiotou A, Rossouw E, Michelogiannakis D, Javed F. Role of essential oil-based mouthwashes in controlling gingivitis in patients undergoing fixed orthodontic treatment. A review of clinical trials. Int J Environ Res Public Health. 2021;18(20):10825. https://doi.org/10.3390/ijerph182010825

[18]   Duane B, Yap T, Neelakantan P, Anthonappa R, Bescos R, Mcgrath C, et al. Mouthwashes: alternatives and future directions. Int Dent J. 2023;73:S89–S97. https://doi.org/10.1016/j.identj.2023.08.011

[19]   Lebel G, Vaillancourt K, Morin MP, Grenier D. Antimicrobial activity, biocompatibility and anti-inflammatory properties of cetylpyridinium chloride-based mouthwash containing sodium fluoride and xylitol: an in vitro study. Oral Health Prev Dent. 2020;18:1069–76.

[20]   Messias DC, Serra MC, Turssi CP. Potential effect of sodium bicarbonate-containing dentifrice in controlling enamel erosion in situ. Am J Dent. 2008;21:300–2.

[21]   Farrag OGaEG, Shamaa NE-DA, Elgameay WE, Bayoumi DA. Clinical effect of chlorhexidine and sodium fluoride on corrosion behavior and surface topography of nitinol orthodontic archwires. BMC Oral Health. 2024;24:564. https://doi.org/10.1186/s12903-024-04289-4

[22]   Braga MLLM, Ferraz-Facury AGB, Franco EM, Marcelino L, Menezes LDS, Costa AR, et al. Chemical, morphological and bacterial adhesion analysis of orthodontic wires composed of different metallic alloys. Arch Health Invest. 2023;12:1962–8. https://doi.org/10.21270/archi.v12i9.6256

[23]   Aboalnaga AA, Shahawi AME. Comparison of surface roughness and hardness of three different brands of esthetic coated NiTi archwires: invitro study. BMC Oral Health. 2023;23:816. https://doi.org/10.1186/s12903-023-03497-8

[24]   Persson BNJ. On the use of surface roughness parameters. Tribol Lett. 2023;71:29. https://doi.org/10.1007/s11249-023-01700-z

[25]   Phillips TR, Fairley C, Maddaford K, Trumpour S, Wigan R, Bradshaw C, et al. Duration of gargling and rinsing among frequent mouthwash users: a cross-sectional study. BMJ Open. 2020;10:e040754. https://doi.org/10.1136/bmjopen-2020-040754

[26]   Valencia R, Salcedo R, Espinosa R. Corrosion in orthodontic wires after the topical application of different types of fluoride in an oral enrinment. Rev Oper Dent Biomat. 2022;11:30–41.

[27]   Apiwantanakul N, Chantarawaratit PO. Cytotoxicity, genotoxicity, and cellular metal accumulation caused by professionally applied fluoride products in patients with fixed orthodontic appliances: a randomized clinical trial. J World Fed Orthod. 2021;10:98–104. https://doi.org/10.1016/j.ejwf.2021.06.001