Who does not reduce their sodium intake despite being advised to do so? A population segmentation analysis

Area of Science:

• Public Health
• Cardiovascular Health
• Behavioral Science

Background:

• Excessive sodium intake is a significant risk factor for hypertension and cardiovascular disease.
• Despite health professional counseling, many individuals fail to reduce high sodium consumption.

Purpose of the Study:

• To identify and segment adults who do not modify their sodium intake despite advice.
• To understand variations in non-adherence to sodium reduction recommendations across different demographics.

Main Methods:

• Utilized population segmentation analysis on a large dataset (125,764 respondents).
• Analyzed sodium intake data from the Behavioral Risk Factor Surveillance System across 15 states, DC, and Puerto Rico.
• Segmented adults into subgroups based on sodium intake behaviors.

Main Results:

• Approximately 16% of adults did not watch or reduce sodium intake after professional advice.
• Significant variations in non-adherence were observed across 25 identified population subgroups.
• Example: 44% of 18-44 year olds in West Virginia, versus 7.2% of Black adults 65+ with diabetes, did not reduce sodium intake.

Conclusions:

• Population segmentation effectively identifies subpopulations resistant to behavior change regarding sodium intake.
• Findings can guide targeted public health and clinical interventions for high-risk groups.
• Results support tailored strategies for policymakers to address sodium consumption behaviors.