Author Guidelines

Author Guidelines

Journal of Data Analysis and Critical Management (JDACM)

---

1. Aim and Scope

The Journal of Data Analysis and Critical Management (JDACM) publishes high-quality research in:

• Data Science & Analytics
• Artificial Intelligence & Machine Learning
• Business Intelligence & Decision Science
• Operations & Strategic Management
• Computational Economics and Finance

---

2. Types of Manuscripts Accepted

JDACM accepts the following categories:

---

3. Manuscript Preparation Guidelines

3.1 General Formatting

• File format: MS Word (.doc/.docx)
• Font: Times New Roman, Size 12
• Line spacing: 1.5
• Margins: 1 inch (all sides)
• Alignment: Justified

---

3.2 Structure of Manuscript

(a) Title Page

• Title (concise and informative)
• Author names and affiliations
• Corresponding author email

✅ Example:

Predictive Analytics in Supply Chain Optimization: A Machine Learning Approach

Pradeep Tiwari¹, John Smith²
¹XYZ University, India
²ABC Institute, USA
Email: pradeep@email.com

---

(b) Abstract (150–250 words)

• Brief background
• Objective
• Methods
• Key findings
• Conclusion

✅ Example:

This study explores the application of machine learning models in optimizing supply chain operations. Using regression and neural networks, the study demonstrates improved forecasting accuracy by 25%. The findings highlight the importance of predictive analytics in enhancing operational efficiency.

---

(c) Keywords (4–6 keywords)

✅ Example:

Predictive Analytics, Machine Learning, Supply Chain, Data Science, Optimization

---

(d) Main Text Structure

1. Introduction
2. Literature Review
3. Methodology
4. Results and Discussion
5. Conclusion

---

3.3 Headings Format

• Level 1: Bold, ALL CAPS
• Level 2: Bold, Title Case
• Level 3: Italic

---

4. Tables and Figures

• Must be numbered sequentially
• Include clear captions

✅ Example (Table):
Table 1: Model Accuracy Comparison

---

✅ Example (Figure Caption):

Figure 1: Workflow of Predictive Analytics Model

---

5. Equations

• Use standard equation editor
• Number equations sequentially

✅ Example:

Accuracy=Correct PredictionsTotal PredictionsAccuracy = \frac{Correct\ Predictions}{Total\ Predictions}Accuracy=Total PredictionsCorrect Predictions​

---

6. References (APA Style Recommended)

In-text citation:

• Single author: (Smith, 2022)
• Two authors: (Smith & Lee, 2023)
• More than two: (Smith et al., 2024)

Reference list examples:

Journal Article:

Smith, J. (2022). Data analytics in business. Journal of Data Science, 12(3), 45–60.

Book:

Brown, L. (2020). Introduction to Machine Learning. Springer.

Website:

World Bank. (2023). Data trends report. Retrieved from https://www.worldbank.org

---

7. Plagiarism Policy

• Maximum similarity index: 15% (excluding references)
• Manuscripts are screened using plagiarism detection software
• Plagiarism leads to immediate rejection

---

8. Submission Process

• Submit manuscripts via online submission system (OJS)
• Ensure all metadata is correctly filled
• Upload:
  • Manuscript file
  • Cover letter
  • Supplementary files (if any)

---

9. Peer Review Process

• Double-blind peer review
• Review time: 2–4 weeks
• Decision types:
  • Accept
  • Minor Revision
  • Major Revision
  • Reject

---

10. Ethical Guidelines

Authors must:

• Follow COPE guidelines
• Avoid data fabrication/falsification
• Disclose conflicts of interest
• Obtain ethical approval (if applicable)

---

11. Author Contribution Statement

✅ Example:

PT designed the study; JS performed analysis; both authors wrote and approved the manuscript.

---

12. Acknowledgments

✅ Example:

The authors thank XYZ University for research support.

---

13. Funding Statement

✅ Example:

This research was funded by ABC Research Grant (Grant No. 12345).

---

14. Conflict of Interest

✅ Example:

The authors declare no conflict of interest.

---

15. Copyright and Licensing

• Authors retain copyright
• Articles published under Creative Commons License (CC BY)

---

16. Cover Letter (Mandatory)

✅ Example:

---

17. Checklist Before Submission

✔ Manuscript formatted correctly
✔ References in correct style
✔ Figures/tables properly labeled
✔ Plagiarism checked
✔ Cover letter attached