Evidence map›Paper›PMID 41754636›Full record

ArticlePolymers2026

Sustainable Modification of Bitumen Using Waste Toner and Lignin.

Başak Varli Bingöl, Samed Oğuzhan Fiat, Ömer Genç, Mehmet Emin Özdemir, Murat Yaylaci

Abstract read
In one paragraph

Article in Polymers, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

5 authors.

Başak Varli BingölDepartment of Civil Engineering, Cankiri Karatekin University, Çankırı 18100, Turkey.
Samed Oğuzhan FiatDepartment of Civil Engineering, Cankiri Karatekin University, Çankırı 18100, Turkey.ORCID 0009-0008-5185-6016
Ömer GençDepartment of Civil Engineering, Cankiri Karatekin University, Çankırı 18100, Turkey.ORCID 0009-0008-4016-6802
Mehmet Emin ÖzdemirDepartment of Civil Engineering, Cankiri Karatekin University, Çankırı 18100, Turkey.
Murat YaylaciDepartment of Civil Engineering, Recep Tayyip Erdogan University, Rize 53100, Turkey.ORCID 0000-0003-0407-1685

Funding

Recep Tayyip Erdoğan University 02025012019889
6 · The paper itself

Abstract

Integrating waste materials into road infrastructure is essential for environmental sustainability and resource efficiency. This study addresses the modification of short-term-aged 50/70-penetration-grade bitumen using two sustainable additives: waste toner powder and lignin. Waste toner was added at weight percentages of 4%, 8%, 12%, and 16%, while lignin was added at 15% and 20%. Since these modifiers have individual uses, this study examines how they may strengthen the oxidized binder. It focuses on extending the lifespan of the mixture by combining industrial and bio-based polymers. The main aim was to delineate the impact of these modifiers on the physical consistency, low-temperature flexibility, and microstructural morphology of the binder. The results show that both modifiers increase binder stiffness by reducing penetration at all modification rates. The resins in the waste toner enhance the polymer matrix, and the lignin's aromatic structure increases the elastic components, improving high-temperature stability. However, ductility tests showed a reduction in elongation capability, suggesting a brittle state at lower temperatures. Also, waste toner additive is identified as the ideal modifier for high-temperature applications. SEM analysis illuminated the mechanisms underlying these performance modifications. Both additives had homogeneous distribution and good bitumen matrix interfacial bonding at lower concentrations.

Indexed as

ligninmodified asphalt bindersrheologysustainabilitythermal agingwaste toner

Identifiers

PMID41754636
PMCPMC12944358

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.