Related Experiment Video
Updated: Oct 28, 2026

Methodology for Establishing a Community-Wide Life Laboratory for Capturing Unobtrusive and Continuous Remote Activity and Health Data
Published on: July 27, 2018
Employing Collaborative Survey Development and Mixed-Mode Strategies to Facilitate Data Collection Among Those Living
Lisa A Brenner1,2, Nazanin Bahraini2,3, Christina R LaValle1,2
1Brain Health Coordinating Center, Department of Veterans Affairs (VA), Aurora, Colorado, USA.
Purpose:
Among those living in rural areas, knowledge regarding best community-based strategies to prevent negative health outcomes, including suicide, remains limited. A survey was collaboratively developed regarding individual- and community-based suicide risk and protective factors, and Veterans and non-Veterans living in rural communities were outreached. Mixed-mode strategies were employed to improve response rates and reduce non-response bias.
Methods:
Recruitment letters were mailed to a random address-based sample of 45,000 households in rural Mississippi (MS), New Mexico (NM), and Oregon (OR) to achieve 3,600 responses assuming an 8% yield rate. Recruitment prioritized survey completion by Veterans. Letters encouraged survey completion online, however, paper-and-pencil surveys were also mailed. Enhanced recruitment efforts to increase yield included weekly emails, telephone reminders, increased incentives, letters to those who started but did not complete, and Spanish language paper-and-pencil surveys to members of NM households.
Findings:
Completed surveys totaled 3,864 across the three communities; an 8.6% yield rate; resulting in a 21.7% American Association for Public Opinion Research (AAPOR) response rate. Approximately, 77% of surveys were completed online and 23% by paper-and-pencil, respectively. The distribution of completion modes was similar across communities. Increasing email frequency and post-incentives were most effective for boosting survey completion.
Conclusions:
Input from rural communities is needed to facilitate innovative, community-driven suicide-prevention. Mixed-mode strategies enabled successful recruitment to obtain vital information regarding community-specific suicide risk and protective factors. Using paper-based methods may be important in rural areas to account for limited internet infrastructure and accommodate traditional communication preferences.
Related Concept Videos
Data Collection by Survey
Surveys
Stratified Sampling Method
To choose a stratified sample, divide the population into groups called strata and then take a...
Data Collection by Observations
An astronomer viewing the motion and brightness of stars in the sky and recording the data is an example of observational data collection. A botanist recording...
Cluster Sampling Method
To choose a cluster sample, divide the population into clusters (groups) and then randomly select some of the clusters. All the members from these clusters are in the cluster sample. For example, if you randomly sample four departments from your...
Types of Surveys
