RE: DB2

COLLAPSE

Hi Tanya,

Your observations about the preservation of data integrity and the execution of thorough analyses in research operations are much appreciated. Maintaining ethical standards is essential for researchers because it guarantees openness, responsibility, and honesty all the way through the study process (National Academies Press, 2017). Researchers maintain the integrity of their work and advance knowledge in their domains by declaring conflicts of interest, providing reliable data, carrying out thorough analysis, acknowledging constraints, and quickly correcting errors. Your focus on professional standards and ethical obligation is in line with the fundamental ideas of scientific investigation (Umar et al., 2024).

please use citations in the answer and also use references at the end and make sure that the references coincide with the citations