Needs Assessment & Data Collection Flashcards

According to the SPF, 'cultural competence' in data collection means:

Answer: Ensuring data collection methods are appropriate, respectful, and meaningful to the cultural context of the community

Cultural competence requires that data collection processes, instruments, and interpretations align with the cultural values, norms, and communication styles of the community.

A prevention coalition wants to identify which geographic areas in their county have the highest concentration of substance use problems. The MOST appropriate tool is:

Answer: Geographic Information System (GIS) mapping of multiple data indicators

GIS mapping spatially visualizes multiple data layers (e.g., treatment admissions, arrests, poverty rates) to pinpoint high-need geographic areas.

Inter-rater reliability in qualitative coding is BEST assessed by:

Answer: Having two independent coders classify data and measuring agreement (e.g., Cohen's kappa)

Cohen's kappa quantifies the agreement between two independent raters beyond chance, establishing the reliability of qualitative coding.

Which data source would be MOST useful for identifying local alcohol availability as a risk factor?

Answer: State alcohol beverage control outlet licensing records

Alcohol beverage control licensing records provide geographically specific data on the number, type, and density of licensed alcohol outlets.

When a prevention specialist presents needs assessment findings to community stakeholders, 'data visualization' is important because it:

Answer: Makes complex data more accessible and understandable to non-technical audiences

Clear data visualizations (charts, maps, infographics) translate complex findings into formats that community members and decision-makers can readily understand and act upon.

The 'denominator problem' in substance use data refers to:

Answer: Uncertainty about the true size of the population at risk, making rate calculations unreliable

Without an accurate count of the at-risk population (the denominator), calculating true rates of use or disorder is unreliable.

A prevention professional discovers that two existing data sets show conflicting rates of youth marijuana use in the same community. The BEST response is to:

Answer: Examine the methodology, sample, and definitions used in each data set to understand the discrepancy

Discrepancies between data sources often reflect differences in sampling methods, definitions, age ranges, or survey design, which must be understood before drawing conclusions.