What type of study is this?

This is a Response Surface Methodology study (also classified as: Central Composite Design).

September 10, 2025Journal of Marine Studies

Investigation into the influence of treatment parameters using central composite design (CCD) and characterization of chitosan extracted from marine crab shell wastes

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Authors

ASA. SumailaKogi State University JIJennifer IbrahimDepartment of Health Services MYMazyan YahayaKogi State University

Discussion

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Implication

This study demonstrates significant improvements in chitosan yield and properties, indicating effective optimization through central composite design.

Key Points

The optimized conditions led to high-quality chitosan with enhanced physicochemical properties.
Vital parameters like acid concentration, temperature, and treatment duration dramatically influenced chitosan yield.
Using central composite design, the model showed a strong predictive accuracy of R² > 0.95.
Chitosan extraction from marine crab shells supports sustainable practices and circular bioeconomy.

Cite This Study

Sumaila et al. (2025) studied this question.

synapsesocial.com/papers/68c1b1a154b1d3bfb60e94e8 https://doi.org/10.29103/joms.v2i3.22561

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Implication

This study demonstrates significant improvements in chitosan yield and properties, indicating effective optimization through central composite design.

Investigation into the influence of treatment parameters using central composite design (CCD) and characterization of chitosan extracted from marine crab shell wastes

Discussion

Member takes

Implication

Key Points

Cite This Study

Investigation into the influence of treatment parameters using central composite design (CCD) and characterization of chitosan extracted from marine crab shell wastes

Discussion

Member takes

Implication

Key Points

Cite This Study

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