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Research Article
Revised

Levels of polycyclic aromatic hydrocarbon in the soil around typical automobile repair workshops in Nigeria

[version 2; peer review: 2 approved with reservations]
PUBLISHED 10 Nov 2023
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This article is included in the Cheminformatics gateway.

Abstract

Background: This study determined the levels of polycyclic aromatic hydrocarbons (PAHs) in the soil around typical automobile repair workshops in Nigeria. Risk assessment associated with human contact with the soil was carried out using hazard quotient (HQ) and incremental life cancer risk (ILCR) from human unconscious ingestion and dermal contact with the soil.

Methods: Soil samples were obtained at different automobile workshops in Ado-Ekiti, Western Nigeria. The PAHS in the samples were extracted using dichloromethane and extracts were cleaned up using silica-alumina gel open column chromatography. Analysis of PAHs in the soil was done using a gas chromatograph coupled to a mass selective detector operated on electron ionization mode.

Results: The results showed the mean PAHs concentration at the sampling locations ranged from 5.58 – 6.4 μg/g and the mean ∑ carcinogenic PAHs was 58.4 μg/g, equivalent to 59.39 % of total PAHs observed. The mean Toxicity equivalence (TEQs) ranged from 0.02 - 6.680 μg/g. Benzo (a) pyrene and dibenzo(a,h)anthracene have the highest toxicity equivalent. The total ILCRs from accidental ingestion and dermal contact in adults were 1 ×10^(-3) and 9.8 ×10^(-5) , for adults and children respectively; both are higher than the permissible limit stipulated by the World Health Organization.The HQs obtained are several folds higher than 1. This implies high carcinogenic and non-carcinogenic risks for children and adults.

Conclusions: The study revealed the levels of PAHs and also revealed the risks associated with human contact with the soil around automobile repair workshops.

Keywords

PAHs, ambient air, automobile workshop, Nigeria

Revised Amendments from Version 1

Authors have been able to effect corrections pointed out by the panel of the reviewers which involved stating clearly the quantity of the solvent and standard method used for extraction the extraction. Some line that are not appropriate has been removed. Also, conclusion about whether the soil is low, moderate or highly contaminated has been made in the revised manuscript. Recommendation has also been suggested in the revised manuscript on soil contamination of spent oil around automobile workshop.

See the authors' detailed response to the review by Daniel O. Omokpariola
See the authors' detailed response to the review by Akanimo N. Ekanem

Introduction

Indiscriminate discharging of used engine oil into the surroundings, especially around automobile workshops, remains a major problem in most parts of Nigeria and this constantly affects the ecosystem (Odjegba and Sadiq, 2002; Emoyan et al., 2020). The soil around automobile workshops is usually contaminated with spent engine oil which contains heavy metals and polycyclic aromatic compounds (PAHs) and other pollutants. PAHs constitute two or more fused aromatic rings solely made from carbon and hydrogen (Arey and Atkinson, 2003). PAHs are emitted from the exhaust of automobiles as well as by-products from petroleum ranging from lubricating oil, gasoline, diesel, and several others put to constant use in automobile workshops, and these have high chances of spilling into and degrading the soil (Kidman and Boehlecke, 2011; Muze et al., 2020).

PAHs, which are the products of incomplete combustion, are transported into the crankcase and concentrated in lubricating oil in the engine of the car (Pruell and Quinn, 1988; Akintunde et al., 2015). Additionally, emissions from the exhausts of the cars being repaired at these workshops can be washed down through rain to the soil around the workshop. Attention has been drawn to the health risks associated with human contact with soil contaminated with PAHs (Wcisło, 1998; Adeniyi and Afolabi, 2002; Dong and Lee, 2009; Kwon and Choi, 2014). PAHs are found to have a negative effect on human health as they can lead to cancer, as well as having a mutagenic and teratogenic effect (Boström et al., 2002).

The presence of PAHs in the spent engine oils disposed in the environment during maintenance poses a serious threat to the environment (Ololade, 2014). The lack of required knowledge on proper handling of these hydrocarbon products during repairs and vehicle servicing in automobile workshops is a major problem, especially in Nigeria (Sharifi et al., 2007). Akintunde et al. (2015) studied the reproductive effects of used engine oil on male rats, and their results showed used engine oil has the potential to hamper male rats' germ cell development and also affect other testicular activities in producing viable spermatozoa. Their study also concluded that soil contaminated with spent engine oil poses a great reproductive risk to humans in areas where there is high exposure. The Agency of Toxic Substances and Diseases Registry rates PAHs as ninth on the list of compounds dangerous to human health. Organisms are also affected by the toxic effect of PAHs as they affect the functioning process of cellular membranes (Abdel-Shafy and Mansour, 2016). Clients and workers at automobile workshops are exposed to PAHs through contact with the soil and ambient around the workshop.

This study focuses on determining the levels of PAHs around automobile repair workshops, this is with a view to determining the risk associated with human contact with these pollutants.

Methods

Study area

The study area locations are shown in Table 1. In order to assess the implication of automobile repair workshops’ activities on the soil levels of PAHs, soil samples were taken from five different local automobile repair workshops (locations A-E) in Ado-Ekiti, Southwestern Nigeria. Ado-Ekiti is the capital of Ekiti state in Southwestern Nigeria and is a city on 7° 37′ 15.9996″ N and 5° 13′ 17.0004″ E.

Table 1. Sampling locations.

LabelLatitudeLongitude
A7° 36′ 27″ N5° 12′ 52″ E
B7° 37′ 1″ N5° 12′ 44″ E
C7° 36′ 48″ N5° 12′ 36″ E
D7° 36′ 30″ N5° 12′ 50″ E
E7° 36′ 35″ N5° 15′ 17″ E

Soil sampling of PAHs

The top layer of soil samples (0–15 cm) was collected around the automobile workshops using stainless hand held auger. The sample was collected in the afternoon during the rush hour at workshop. The samples were wrapped in foil papers after collection and transported to the laboratory for analysis. At the laboratory, the impurities were then removed by hand picking, and then sieved through a 2 mm sieve shaker. The samples were then oven dried using a universal drier at 80 oC to constant mass, and they were then kept in aluminum foil bags and stored at -20 °C in the freezer.

Sample pretreatment

The soil samples were initially spiked with recovery standards of PAHs to monitor the integrity of the treatment. The sample was then extracted with 30 ml dichloromethane (DCM) using a Soxhlet extractor at 30°C for 8 hrs to enable PAHs trapped on the PUF disk and soil to dissolve in DCM. A clean-up procedure was done to remove unwanted compounds in the matrix by using silica-alumina column chromatography. The column was prepared by adding about 10 to 15 mm plug of glass wool to a chromatograph column and stuffing it down using a glass rod, then alumina and silica were added (1:2). The column packing was partially deactivated using a methanol-DCM solution (1:3) for better recovery. The sample extract was decanted into the column and eluted with 40 mL 1:1, DCM: hexane (Adesina et al., 2018). The extracted samples were then concentrated using a rotary evaporator (Büchi®), to gently remove the solvent from the extract in order to bring down the volume of extract to 5ml. The resultant extracts were later analyzed for PAHs.

PAHs analysis

Quantification of PAHs present in the sample was carried out using gas chromatography (GC) (Agilent 7890) with a mass detector (Agilent 5975) operated in a selected ion monitoring mode and using electron impact ionization (EI). The chromatographic column dimensions are 30 m × 0.25 mm, and the internal diameter of 0.25 μm film thickness. The temperature program for the analysis was set as 90°C (1.0 min), 30°C/min, 250°C, 4°C/min, and 330°C (5 min). Determination of the concentration of PAHs was done using the internal standard method. The internal standards are naphthalene-d8, acenaphthene-d10, phenanthrene-d10, chrysene-d12, and perylene-d12, used to quantify the amount of PAHs in the extract.

Quality assurance/quality control (QA/QC)

Apart from normal samples, field and laboratory blanks were also taken and treated the same way as the samples to ensure high integrity of the data. Soil blank samples were taken at locations far from the workshops, that have not been contaminated by automobile repair activities. Determination of instrument detection limits (IDLs) and method detection limits (MDLs) followed Norlock et al. (2011) procedure. Standard solutions were prepared for PAHs and six surrogates which were analyzed four times in the SIM mode using GC-MS. The PAH concentrations in each calibration solution were recalculated from the regression equation obtained using all six calibration standards. The average of the four replicates with the lowest detectable concentration was taken as the IDL. MDLs were calculated by multiplying the standard deviation of the replicates by the one-side t statistic at the 99%. Before the extraction, 20 ng of phenanthrene d10 recovery standard (RS) was used to spike the sample and the recovery range of the PAH was between 80% and 90%. Concentrations of PAHs in the field blanks were below the detection limit for all targeted compounds and no blank correction was carried out.

Health implications

Toxic equivalent

The potential toxicity of the PAHs is calculated by multiplying the individual concentration, C, with the toxicity equivalence factor (TEF) (eq. i) (Van den Berg et al., 2006).

(i)
Toxic equivalecyTEQ=C×TEF

ILCR from ingestion, inhalation, and dermal contact with PAHs contaminated soil are calculated using eq. ii, iii, iv, respectively. Also, the non-carcinogenic associated risk is assessed using the hazard quotient index (HQ) which is the ratio of the estimated to the reference dose using eq. v (USEPA, 1991, 2011).

(ii)
ILCRingestion=C×CSFing×BW703×IRing×EF×EDBW×AT×106
(iii)
ILCRinhalation=C×CSFinh×BW703×IRinh×EF×EDBW×AT×PEF
(iv)
ILCRdermal=C×CSFderm×BW703×SA×AF×ABS×EF×EDBW×AT×106
(v)
HQ=EDIRfD
EDI=CS×IR×ED×EF×CFAT×BW

C is the PAH concentration in the soil solid residue (mg kg−1). IRing is the soil ingestion rate (100 mg d−1 for adults and 200mg d −1for children). IRinh is the inhalation rate (20 m3/day was assumed for adults while 9.6 m3/day was assumed for children). Table 2 shows the exposure parameters and factors used for the study.

Table 2. Exposure parameters and factors used for the study.

Exposure factorsAdultChildReference
Ingestion rate (mg/day)100200(USEPA, 2011)
Exposed skin area, SA (cm2)57002800(USEPA, 2011)
Skin adherence factor, AFsoil (mg/cm2)0.070.2(USEPA, 2011)
Exposure frequency, EF (days/year)365365(Kumar et al., 2013)
Exposure duration, ED (year)246(USEPA, 2011)
Body weight, BW (kg)6018(Adesina et al., 2023)
Averaging time, AT (days) - (70 years × 365 days/year)2555025550(Ferreira-Baptista and Miguel, 2005)
Dermal adsorption fraction (ABS)0.130.13(USEPA, 2011)
Inhalation rate (m3/day)2010(Soltani et al., 2015)
Particulate emission factor (m3/kg)1.36 × 1091.36 × 109(USEPA, 2011)
CSF ingestion (mg/kg/day)7.37.3(Peng et al., 2011)
CSF inhalation (mg/kg/day)3.853.85(Peng et al., 2011)
CSF dermal (mg/kg/day)2525(Peng et al., 2011)

Results and discussion

In this study, 16 different USEPA priority PAHs were analyzed in soil samples: naphthalene (Naph), acenaphthylene (Acy), acenaphthene (Ace), fluorene (Fln), phenanthrene (Phe), pyrene (Pyr), fluoranthene (Flt), anthracene (Ant), benzo [e] pyrene (BeP), benzo [a] pyrene (BaP), benzo [b] fluoranthene (BbF), benzo [a] anthracene (BaA), chrysene (CHR), benzo [k] fluoranthene (BkF), indeno[1,2,3-cd] pyrene (InP), and dibenzo [a,h] anthracene (DAh). Table 3 shows the concentrations of PAHs at different automobile workshops. The results showed BbF and Bkf have the highest concentrations. The concentration of BbF ranged from 4.0 – 31.03 μg/g with a mean concentration of 17.30 μg/g. BkF’s concentration ranged from 4.12-27.92 μg/g with a mean concentration of 17.53. These two compounds contribute 36 % of the total PAHs found in the soil. A high concentration of this compound implies that the source of the PAHs contamination of the soil is largely from petroleum products such as spent engine oil. Another compound with a high concentration is Fln, with a range of 3.96 – 18.13 μg/g and a mean concentration of 10.81 μg/g, which is 11 % of the total PAHs. Fln is one of the Middle Molecular Weight PAHs formed by the combustion of petroleum products such as emission from the exhaust of the vehicle. This could be the reason for the high concentration of this compound around the soil analyzed. BaP concentration is usually used as an indicator of PAH carcinogenic activity due to its stability. The result obtained showed a BaP mean concentration of 5.39 μg/g with a range of 0.26-11.5 μg/g, which shows carcinogenic activities. The mean concentration of other carcinogenic PAHs observed in the soil is benzo [a] anthracene (2.45 μg/g), chrysene (3.24 μg/g), benzo [b] fluoranthene (17.30 μg/g) benzo [k] fluoranthene (17.53μg/g) and indeno (1, 2, 3-cd) pyrene (5.83 μg/g). Generally, the result showed the mean ∑ carcinogenic PAHs observed is 58.4 μg/g which is equivalent to 59.39% of total PAHs.

Table 3. Mean concentration and TEQs of different PAH compounds in the soil.

PAHsMeanStdMinMax% of TotalTEQ
Naph1.650.620.722.0320.002
Acy3.362.391.056.530.003
Acen5.364.522.2712.0150.005
Fln10.817.843.9618.13110.011
Phe3.551.3324.9240.004
Ant3.382.420.986.0330.034
Flt5.173.142.298.9350.005
Pyr6.676.881.1816.0570.007
BbF17.3014.06431.03181.730
BkF17.5310.434.0127.92181.753
CHR3.241.711.544.8430.032
BaP5.395.690.2611.1555.390
BaA2.452.020.624.920.245
IcP5.834.581.9712.0460.583
DhA6.682.505.0410.3876.680
BgP00.000000.000
∑ PAHS98.3416.49
∑ Carcin-PAHs58.49.459.39%

Distribution of PAHs based on aromatic rings and molecular weight

PAHs are also classified based on the number of aromatic rings in each compound. The following ring compounds were present in this analysis: 2-ring PAHs (naphthalene), 3-ring PAHs (acenaphthylene, acenaphthene, fluorene, anthracene, and phenanthrene), 4-ring PAHs (pyrene, fluoranthene, chrysene, and benzo [a]anthracene), 5-rings PAHs (benzo [b] fluoranthene, benzo [a] pyrene, benzo [e] pyrenes, dibenzo [a,h] anthracene, and benzo [k]fluoranthene) and 6-rings PAHs (indeno [1,2,3-cd]pyrene). Figure 1 shows the distribution of PAHs based on the number of rings. 5-ring PAHs have the highest percentage at 39.37%, followed by 4-ring PAHs at 23.77%. 3-ring PAHs have a percentage contribution of 23.23%, 6-ring PAHs have a percentage contribution of 11.67%, and 2-ring PAHs have the lowest contribution at 1.97%. PAHs classification can also be by molecular weight: low molecular weight (LMW), consisting of 2- and 3-ring PAHs, middle molecular weight (MMW) consisting of 4-ring PAHs, and high molecular weight (HMW), consisting of 5- and 6-ring PAHs. Based on the results in Figure 2, LMW accounts for 25.2% of the total PAHs, MMW accounts for 23.77% and HMW accounts for the highest percentage of 51.03%.

3bb8b9ae-cb26-4130-8cad-065f64149c13_figure1.gif

Figure 1. Distribution of PAHs based on the number of aromatic rings.

3bb8b9ae-cb26-4130-8cad-065f64149c13_figure2.gif

Figure 2. Distribution of PAHs based on molecular weight.

Health implications of PAHs in the soil sample

The TEQ approach is used to determine the toxic potency of complex mixtures, the ILCR is used to determine the probability of developing cancer as the result of exposure to a specific carcinogen, and the hazard quotient is the ratio of the potential exposure to a substance and the level at which no adverse effects are expected. Table 3 shows the TEQ of the PAHs in all the soil samples analyzed. DhA has the highest toxicity with a mean value of 6.68 μg/g. BaP, which is usually used as an indicator of PAHs contamination, has a toxicity of 5.4 μg/g. Other compounds with high TEQ are BbF and BkF with mean values of 1.73 and 1.75 μg/g, respectively.

The ILCR is used to assess the probability of developing cancer by having contact with soil from the automobile workshop. Table 4 shows the ILCR and HQ values obtained from the study. The ILCR values from accidental ingestion of soil from these workshops are 3.9×104 and 4.4×104 for adults and children respectively, while ILCR values for dermal contact with the soil are 6.9×104 and 5.4×104. The value is higher than the permissible limit of 106 stipulated by the World Health Organization. This implies that, with exposure to this soil for a particular period, there is a probability of developing cancer. However, the ILCR values for accidental inhalation of the soil are 3.2×108 and 8×109, for adults and children respectively. This indicates the chances of developing cancer from inhalation of this soil are slim. The combination of ILCR from accidental ingestion, inhalation and dermal contact gives 1×103 and 9.8×105, for adults and children respectively. These values are higher than the permissible limit.

Table 4. ILCR and hazard quotient.

AdultChildren
ILCRingestion3.9×1044.4×104
ILCRinhalation3.2×1088×109
ILCRdermal6.9×1045.4×104
ILCRTotal1×1039.8×105
HQ28097.1446828.57

Table 4 also shows the hazard quotient, which is several folds higher than 1, the permissible limit, which implies that there is great non-carcinogenic risk associated with exposure to this soil.

Conclusion

This work studied the levels of polycyclic aromatic hydrocarbons in the soil around typical automobile repair workshops in Nigeria. The study also assessed the risks associated with human contact with the soil. The results showed the mean PAHs concentration at the sampling locations ranged from 5.58 – 6.4 μg/g. The total toxicity equivalents at various locations range from 8.57 to 16.6 μg/g. The value of summation of ILCR and HQs from ingestion, inhalation, and dermal contact with PAHs contaminated soil is higher than the permissible limit stipulated by the World Health Organization. This study revealed the soil around automobile workshops is highly contaminated with PAHs and there is high risk associated with human contact with soil around automobile workshops in Nigeria. It is therefore recommended contamination of soil with spent oil around automobile repair workshop should be avoided.

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Adesina OA, Fakayode OA, Lala MA et al. Levels of polycyclic aromatic hydrocarbon in the soil around typical automobile repair workshops in Nigeria [version 2; peer review: 2 approved with reservations]. F1000Research 2023, 12(Chem Inf Sci):861 (https://doi.org/10.12688/f1000research.134682.2)
NOTE: If applicable, it is important to ensure the information in square brackets after the title is included in all citations of this article.
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ApprovedThe paper is scientifically sound in its current form and only minor, if any, improvements are suggested
Approved with reservations A number of small changes, sometimes more significant revisions are required to address specific details and improve the papers academic merit.
Not approvedFundamental flaws in the paper seriously undermine the findings and conclusions
Version 2
VERSION 2
PUBLISHED 10 Nov 2023
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Reviewer Report 24 Nov 2023
Daniel O. Omokpariola, Nnamdi Azikiwe University, Awka, Anambra, Nigeria 
Approved with Reservations
VIEWS 10
Thank you for your revision as there has been some improvement but there are pending areas:

Materials:
The authors did not provide the sampling period and year/regimen used, as stated earlier.

Discussion:
... Continue reading
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HOW TO CITE THIS REPORT
O. Omokpariola D. Reviewer Report For: Levels of polycyclic aromatic hydrocarbon in the soil around typical automobile repair workshops in Nigeria [version 2; peer review: 2 approved with reservations]. F1000Research 2023, 12(Chem Inf Sci):861 (https://doi.org/10.5256/f1000research.158493.r222362)
NOTE: it is important to ensure the information in square brackets after the title is included in all citations of this article.
  • Author Response 12 Feb 2024
    Olusola Adesina, Department of Chemical and Petroleum Engineering, Afebabalola University, Ado Ekiti, Nigeria
    12 Feb 2024
    Author Response
    Thank you for your revision as there has been some improvement but there are pending areas:

    Materials:
    The authors did not provide the sampling period and year/regimen used, as ... Continue reading
COMMENTS ON THIS REPORT
  • Author Response 12 Feb 2024
    Olusola Adesina, Department of Chemical and Petroleum Engineering, Afebabalola University, Ado Ekiti, Nigeria
    12 Feb 2024
    Author Response
    Thank you for your revision as there has been some improvement but there are pending areas:

    Materials:
    The authors did not provide the sampling period and year/regimen used, as ... Continue reading
Version 1
VERSION 1
PUBLISHED 20 Jul 2023
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Reviewer Report 27 Oct 2023
Akanimo N. Ekanem, Department of Chemistry, Akwa Ibom State University, Mkpat Enin, Akwa Ibom, Nigeria 
Approved with Reservations
VIEWS 13
  1. The statement “Few or no studies are available on the level of PAHs around automobile repair workshops, especially in Sub-Saharan Africa countries such as Nigeria” is not actually true because there are a lot of recent data
... Continue reading
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HOW TO CITE THIS REPORT
N. Ekanem A. Reviewer Report For: Levels of polycyclic aromatic hydrocarbon in the soil around typical automobile repair workshops in Nigeria [version 2; peer review: 2 approved with reservations]. F1000Research 2023, 12(Chem Inf Sci):861 (https://doi.org/10.5256/f1000research.147757.r214475)
NOTE: it is important to ensure the information in square brackets after the title is included in all citations of this article.
  • Author Response 10 Nov 2023
    Olusola Adesina, Department of Chemical and Petroleum Engineering, Afebabalola University, Ado Ekiti, Nigeria
    10 Nov 2023
    Author Response
    The authors evaluated the health risk assessment of PAHs in automobile workshops in Ado Ekiti with a mandate to assess the influence in the location, as I have some assertions ... Continue reading
  • Author Response 10 Nov 2023
    Olusola Adesina, Department of Chemical and Petroleum Engineering, Afebabalola University, Ado Ekiti, Nigeria
    10 Nov 2023
    Author Response
    1. The statement “Few or no studies are available on the level of PAHs around automobile repair workshops, especially in Sub-Saharan Africa countries such as Nigeria” is not actually
    ... Continue reading
COMMENTS ON THIS REPORT
  • Author Response 10 Nov 2023
    Olusola Adesina, Department of Chemical and Petroleum Engineering, Afebabalola University, Ado Ekiti, Nigeria
    10 Nov 2023
    Author Response
    The authors evaluated the health risk assessment of PAHs in automobile workshops in Ado Ekiti with a mandate to assess the influence in the location, as I have some assertions ... Continue reading
  • Author Response 10 Nov 2023
    Olusola Adesina, Department of Chemical and Petroleum Engineering, Afebabalola University, Ado Ekiti, Nigeria
    10 Nov 2023
    Author Response
    1. The statement “Few or no studies are available on the level of PAHs around automobile repair workshops, especially in Sub-Saharan Africa countries such as Nigeria” is not actually
    ... Continue reading
Views
16
Cite
Reviewer Report 08 Aug 2023
Daniel O. Omokpariola, Nnamdi Azikiwe University, Awka, Anambra, Nigeria 
Approved with Reservations
VIEWS 16
The authors evaluated the health risk assessment of PAHs in automobile workshops in Ado Ekiti with a mandate to assess the influence in the location, as I have some assertions which are not correct or may need to be worked ... Continue reading
CITE
CITE
HOW TO CITE THIS REPORT
O. Omokpariola D. Reviewer Report For: Levels of polycyclic aromatic hydrocarbon in the soil around typical automobile repair workshops in Nigeria [version 2; peer review: 2 approved with reservations]. F1000Research 2023, 12(Chem Inf Sci):861 (https://doi.org/10.5256/f1000research.147757.r191176)
NOTE: it is important to ensure the information in square brackets after the title is included in all citations of this article.

Comments on this article Comments (0)

Version 3
VERSION 3 PUBLISHED 20 Jul 2023
Comment
Alongside their report, reviewers assign a status to the article:
Approved - the paper is scientifically sound in its current form and only minor, if any, improvements are suggested
Approved with reservations - A number of small changes, sometimes more significant revisions are required to address specific details and improve the papers academic merit.
Not approved - fundamental flaws in the paper seriously undermine the findings and conclusions
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