Supporting Statement B
Collections of Information Employing Statistical Methods
Respondent Universe and Sampling Methods
Exhibit 1 displays the expected number of respondents to each data collection activity across the three-year OMB period.
Exhibit 1. Total Number of Respondents by Data Collection Activity
Instrument |
Participating Grantees |
Respondents per Grantee |
Total Respondents |
|
|||
PSI |
31 |
1 |
31 |
TASP |
31 |
1 |
31 |
EIRFT Individual Form |
31 |
1 |
31 |
EIRFT Screening Form |
31 |
1 |
31 |
TSA-P & Consent to Contact |
31 |
Approximately 320 |
30,000 |
TSA-F 6-Month Version |
31 |
Approximately 6 |
561 |
TSA-F 12-Month Version |
31 |
Approximately 5 |
420 |
TSA-PS |
31 |
Approximately 3 |
303 |
YORS Baseline Version |
31 |
Approximately 30 |
900 |
YORS 3-Month Version |
31 |
Approximately 23 |
720 |
YORS 6-Month Version |
31 |
Approximately 19 |
576 |
YORS 12-Month Version |
31 |
Approximately 11 |
345 |
YER Journal |
31 |
Approximately 2 |
75 |
The respondent universe and sampling methods are described below for the following data collection activities: Training Skills Assessment Follow-up (TSA-F 6- and 12-months), the Training Skills Assessment Phone Simulation (TSA-PS) and the Youth Outcomes and Resiliency Survey (YORS). The following data collection activities are reports on grant activities or existing data abstractions required from every grantee, so no sampling is required: PSI, TASP, EIRF-I, and EIRF-S. Respondents to these activities will be program staff and/or project evaluators. Recent response rates to appropriate activities, along with psychometric analyses, are presented in Exhibit 3 in Section B.4.
Training Skills Assessment- Follow-up (TSA): the TSA-F will be conducted with a random sample of adults participating in training. Respondents to the TSA-F at 6 months are also asked to consent to be contacted at 12 months.
Recruitment of the sample will continue until a total of 187 trainees per year are enrolled to participate in the TSA-F in years 2-5. Results of a power analysis for the TSA-F assuming the use of a repeated measures analysis of variance (ANOVA) with two groups of trainees (based on trainee characteristics like gender, age group, or training type [gatekeeper vs. clinical]) and three measurement timepoints (baseline, 6 months, and 12 months) to test for a group X time interaction effect indicated a total sample size of 140 (70 per group) with an effect size of f = 0.30, alpha = 0.05, and correction for non-sphericity = 0.75 would have power >= 0.80. Assuming a 25% attrition rate, a total sample of 187 trainees will be enrolled per year for the 6-month TSA-F to have a final sample of 140 at 12 months.
Training Skills Assessment- Phone Simulation: For the TSA-PS subsample, results of a power analysis assuming the use of a repeated measures ANOVA with two groups of trainees (low vs. high skills retention at 3 months) and three timepoints (baseline, 6 months and 12 months) to test a group X time interaction effect indicated a total sample of 76 (38 per group) with an effect size of f = 0.38, α = 0.05, and correction for non-sphericity = 0.75 would have power = 0.80. Again, assuming 25% attrition, a total subsample of 101 trainees will need to be enrolled per year (years 2-4) for the 3-month TSA-PS to have a final sample of 76 at 12 months.
To ensure diverse representation, participants for the TSA-PS and TSA-F will be selected with consideration for the following stratification criteria: training from the best practices registry1 (yes/no); training type (gatekeeper or clinical); grantee type (state/tribal); geographic region (e.g., Northeast, Southeast, Southwest. Northwest), planned frequency of trainings; and planned numbers of trainees.
Youth Outcomes and Resiliency Survey (YORS) and Youth Experience Reflective (YER) Journal
Once grantees are identified and agree to participate, participants between the ages of 14–24 years who receive a positive screening result from a participating grantee and receive a referral to a mental health provider (mental health service) or youths who attend skills-based training will be eligible for participation. The YORS will be administered at enrollment, 3-, 6-, and 12-months post enrollment, with enrollment occurring no later than 1 month following referral to a behavioral health service. Participants in the YORS will also be eligible to participate in the YER Journal. Results of a power analysis for the YORS assuming the use of a repeated measures analysis of variance (ANOVA) with three groups (school, juvenile justice, and community coalition settings) across four measurement timepoints (baseline, 3, 6, and 12 months) to test for a group X time interaction effect indicated a total sample size of 115 (approximately 38 per group2) with an effect size of f = 0.34, α = 0.05, and correction for non-sphericity = 0.75 would have power = 0.80. Assuming a 25% attrition rate, a total sample of 300 youths will be enrolled to have a final sample of 115 at 12 months.
Information Collection Procedures
Information collection procedures for the GLS State/Tribal Evaluation instruments are described in Exhibit 2.
Exhibit 2. Information Collection Procedures
Methods to Maximize Response Rates
Participation in the GLS State/Tribal Evaluation is a requirement of the GLS Suicide Prevention Program. Therefore, completion of the PSI, EIRFT-I, EIRFT-S, and TASP by program staff will be a requirement. However, the evaluation team has taken several steps to minimize the burden on local programs to ensure that completion is timely. These steps include developing a web-based data collection system, using updated technology, and providing training and technical assistance to grantees. The evaluation team also will provide training and technical assistance to maximize response rates for the other data collection activities by hosting web trainings, and distributing procedural manuals, Specific methods to increase the response rates are provided in Exhibit 3 below.
Exhibit 3. Methods to Maximize Response Rates
Instrument |
Methods to Maximize Response Rates |
TSA-F and TSA-PS |
The TSA-P link will be generated within the SPDC or emailed to an alternative contact3. Following the training, the trainer will distribute this link to all participants who completed the entire training. This link may be shared via email, a QR code, or text message. Participants will be encouraged to complete the survey at the time of the training. If a participant starts the survey but does not complete it, they will receive up to 2 reminders via email or text message to encourage participation. A $20 gift card is provided to all respondents who complete the follow-up survey (for a total of $40) and a $50 gift card is provided to all respondents who complete the phone simulation. |
YORS |
For youths enrolled in the YORS, we will employ a graduated incentive scheme to encourage participation and ensure retention. Youths will receive $20 for data collection timepoint 1, $25 for timepoint 2, $25 for timepoint 3, and $30 for timepoint 4, for a total of $100 for study participation for 12 months. |
YER Journal |
Our team will leverage innovative data collection technology to engage youth. Weekly prompts will be sent to youths for 6 weeks post enrollment to discover, for example, which components of what youths are receiving are meaningful and helpful, and how youths may be utilizing skills or services following the initial screening, both in the short and long terms. For the YER Journal, youth will receive $20 for participation. |
Tests of Procedures
Drawing on a 14-year experience collecting data through the evaluation of the GLS program, as well as the findings from the evaluation, improvements have been made to the administration protocols and content of data collection instruments. As new measures were developed, standard instrument development procedures, including review of the literature, item development, and content review by experts in the field were used. All instruments underwent procedures to enhance question accuracy and determine administration times. In addition, web-enabled instruments will undergo usability testing prior to fielding. Usability testing refers to pilot testing of the interface for administering questionnaires to determine the most efficient and understandable presentation. Typically, this is completed with a prototype and modifications are made before final fielding.
Drafts of the instruments were developed and reviewed by evaluation team members, survey methodologists, representatives from SAMHSA, and content experts in the field of suicide prevention and two youth with lived experience. Item analyses were conducted across instruments to be sure that key critical items were assessed similarly across all questionnaires. To enhance question accuracy and determine administration time, instruments underwent cognitive and/or pilot testing or expert review.
Exhibit 4 below outlines the response rates and psychometric analyses associated with GLS State/Tribal Evaluation data collection activities, as well as revisions to existing protocols to maximize response rates.
Exhibit 4. Data Collection Activity Revisions and Response Rates
Instrument |
Response Rate & Psychometric Analyses Information4 |
Revisions to Proposed Protocol 5 |
PSI Revised
|
Among previously funded grantees, 95.5% of states and tribes participated in the last PSI. Psychometric analyses are not appropriate. |
No revisions related to response rates proposed; content changes only. |
TASP Revised |
TASP is not a sample survey, but a brief form that program staff are required to complete for every GLS- sponsored training. Because of the simplicity and its required nature, coverage is presumed to be close to complete. |
None |
EIRFT-I & EIRFT-S Revised |
The EIRFT-I and EIRFT-S do not have identified samples and therefore response rate information is not applicable. However, we monitor the participation of grantees in each activity. Based on analysis of the previous GLS evaluation data, overall, 86.6% of currently funded grantees participate in the EIRF (92.3% of cohort 9, 83.3% of cohort 10, 100% of cohort 11 and 33.3% of cohort 12 grantees are participating in the EIRF). Psychometric analyses are not appropriate. |
The EIRFT-I and EIRFT-S will continue to collect information about youth identified at-risk by gatekeepers and/or via screening tools. Initial referral follow-up information and details about second appointments will be obtained within 3 months. No revisions related to response rates are proposed; content changes only. |
Methods Used
ICF has full responsibility for the development of the overall statistical design and assumes oversight responsibility for data collection and analysis. Training, technical assistance, and monitoring of data collection will be provided by the GLS State/Tribal Evaluation team.
Consultants
The individuals responsible for overseeing data collection and analysis are:
Christine M. Walrath, PhD
ICF
630 3rd Avenue 11th floor
Phone: (212) 941-5555
Email: christine.walrath@icf.com
Sophia I. Zanakos, PhD
ICF
530 Gaither Road
Rockville, MD 20850
Phone: (301) 572-0239
Email: sophia.zanakos@icf.com
The following individuals will serve as statistical consultants to this project:
Bob Stephens, PhD
ICF
2635 Century Parkway Suite 1000
Atlanta GA 30345
Lucas Godoy-Garraza, MA
Los Nardos 444 PH5
La Paz, Bolivia
The agency staff person responsible for receiving and approving contract deliverables is:
Portland Ridley, Public Health Advisor
Suicide Prevention Branch
SAMHSA/CMHS/DPTSSP
5600 Fishers Lane, 14E89D
Rockville, MD 20857
Phone: (240)-276-1848
Email: Portland.Ridley@SAMHSA.hhs.gov
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Attachments
Garrett Lee Smith Memorial Act
Prevention Strategies Inventory (PSI)
Clean Version
Changes Marked Version
Training Activity Summary Page (TASP)
Training Skills Assessment – Post Training (TSA-P)
Training Skills Assessment – Follow-up (TSA-F)
Training Skills Assessment – Phone Simulation (TSA-PS)
Early Identification, Referral, Follow-up, and Treatment – Individual Form (EIRFT-I)
Clean Version
Changes Marked Version
Early Identification, Referral, Follow-up, and Treatment – Screening Form (EIRFT-S)
Clean Version
Changes Marked Version
Youth Outcomes and Resiliency Survey (YORS)
Youth Experience Reflective Journal (YER Journal)
SPDC Data Use and Access Agreement
1 SPRC Best Practices Registry, https://sprc.org/bpr-archive
2 The number of youths enrolled from the three settings may vary and cannot be determined a priori.
3 For example, an administrative person may register the trainings in the system in advance and the TSA-P can be emailed to the trainer.
4 Psychometric analyses are indicated for data collection instruments that apply scales and generate analyzable data. If the activity doesn’t collect scaled data it is not considered appropriate for psychometric analysis and is thereafter indicated as “not appropriate”.
5 The approaches to address response rates and implementation challenges through protocol revision have been included in the last column of the exhibit.
File Type | application/vnd.openxmlformats-officedocument.wordprocessingml.document |
Author | Zanakos, Sophia |
File Modified | 0000-00-00 |
File Created | 2023-12-12 |