Spanish Education
Department of Educational Psychology
Disengagement in the K-12 classroom is a complex issue that affects many parts of students’ lives. Decreased face-to-face interaction and learning loss have contributed to an increased unemployment rate among recent high school graduates. In previous studies, texting interventions and artificial-intelligence powered chat bots have helped students matriculate into college following high school graduation. This study attempts to use a low-cost, artificial-intelligence assisted texting intervention program to connect recent high school graduates with local job opportunities during the summer following high school graduation. Nineteen participants completed both the pre and post survey, which collected current data on employment rate, college enrollment rate, and perceived impact of the text intervention. Overall, viable completers witnessed a 15.8% increase in employment, with 53.3% being generally impacted by the text intervention. Future research needs to be conducted in order to determine the overall effectiveness of low-cost, low-complexity texting interventions in connecting at-risk youth to job opportunities.
A text message program was created with the goal of connecting recent high school graduates to careers. Thirty-two participants, all of whom were recent graduates of “Glenn High School,” registered for the study through direct links obtained from posters and handouts. Text messages, containing two job opportunities each, were sent to each phone number on a weekly basis for a total of ten weeks during the summer following graduation. A post survey was sent to each participant following the final text to assess the impact of the intervention.
Overall, it appears that total job application rate and employment decision-making may have been impacted by this intervention. As 21.4% of viable completers applied to a job sent via the intervention and 53.3% of viable completers reported that the texts made an impact on their employment decisions, it appears that the texts may have made a difference in the job search for recent graduates. The findings could also indicate that low-cost texting interventions may have the potential to create further accessibility to post graduate employment and make a high-value impact in recent graduates’ job search, similar to high cost interventions (Detgen et al., 2021).
These findings have potential implications for job services, schools, and future researchers. Creating and utilizing an artificial-intelligence assisted texting intervention could also connect job services to schools in efforts to connect recent graduates to job opportunities. If low-cost interventions similar to the ones seen in the current study are integrated into K-12 public education, schools could have more room in their budget for additional services or expansion of impact. Expanding upon the current study, further research should be conducted on the overall impact that low cost, artificial-intelligence assisted texting interventions could have on increased unemployment risk in recent high school graduates.
The small sample size was the most significant limitation of the study. Sample size was further reduced by noncompleters. Completers submitting multiple responses to the post test also resulted in mixed responses. If participants submitted multiple post test responses that did not have duplicate answers, this data was not viable for use. However, results of the current study do suggest that text interventions have potential to impact the job choice of recent high school graduates. Despite limitations, the majority of completers indicated that the texts did make a difference in their post high school job search. Further research is needed to determine the overall effectiveness of text interventions in connecting at-risk youth to job opportunities.
The following is an image of poster presented at the 2026 Undergraduate Research Forum
American Psychological Association. (2022). 2022 COVID-19 practitioner impact survey: Psychologists struggle to meet demand amid mental health crisis. https://www.apa.org/pubs/reports/practitioner/2022-covid-psychologist-workload
Bureau of Labor Statistics. (n.d.). Industries at a glance: Alphabetical index. https://www.bls.gov/iag/tgs/iag_index_alpha.htm
Bureau of Labor Statistics. (2025a). Civilian unemployment rate. https://www.bls.gov/charts/employment-situation/civilian-unemployment-rate.htm
Bureau of Labor Statistics. (2025b). College enrollment and work activity of recent high school and college graduates --- 2024. https://www.bls.gov/news.release/pdf/hsgec.pdf
Castleman, B. L., & Page, L. C. (2015). Summer nudging: Can personalized text messages and peer mentor outreach increase college going among low-income high school graduates? Journal of Economic Behavior & Organization, 115, 144–160. https://doi.org/10.1016/j.jebo.2014.12.008
Castleman, B. L., & Page, L. C. (2020). Summer melt: Supporting low-income students through the transition to college. Harvard Education Press. https://eric.ed.gov/?id=ED568799
Detgen, A., Fernandez, F., McMahon, A., Johnson, L., & Dailey, C. R. (2021). Efficacy of a college and career readiness program: Bridge to employment. The Career Development Quarterly, 69(3), 231–247. https://doi.org/10.1002/cdq.12270
Dewey, D. C., Fahle, E., Kane, T. J., Reardon, S. F., & Staiger, D. O. (2025). Pivoting from pandemic recovery to long-term reform: A district-level analysis. The Education Recovery Scorecard. https://educationrecoveryscorecard.org/wp-content/uploads/2025/02/Pivoting-from-Pandemic-Recovery-to-Long-Term-Reform-A-District-Level-Analysis.pdf
Diliberti, M. K., Chu, L., Rainey, L. R., DiNicola, S. E., Lake, R. J., & Schwartz, H. L. (2025, August 14). Chronic absenteeism still a struggle in 2024–2025: Selected findings from the American School District Panel and the American Youth Panel. Rand.org; RAND Corporation. https://www.rand.org/pubs/research_reports/RRA956-34.html
Dumont, H., Protsch, P., Jansen, M., & Becker, M. (2017). Fish swimming into the ocean: How tracking relates to students’ self-beliefs and school disengagement at the end of schooling. Journal of Educational Psychology, 109(6), 855–870. https://doi.org/10.1037/edu0000175
Fredricks, J. A., Parr, A. K., Amemiya, J. L., Wang, M.-T., & Brauer, S. (2019). What matters for urban adolescents’ engagement and disengagement in school: A mixed-methods study. Journal of Adolescent Research, 34(5), 491–527. https://doi.org/10.1177/0743558419830638
Hanushek, E., & Strauss, B. (2024). A global perspective on US learning losses. Hoover Education Success Initiative. https://www.hoover.org/sites/default/files/research/docs/Hanushek-Strauss_WebreadyPDF_240229.pdf
Heppen, J.B., Kurki, A., & Brown, S. (2020). Can texting parents improve attendance in elementary school? A test of an adaptive messaging strategy (NCEE 2020–006). Washington, DC: U.S. Department of Education, Institute of Education Sciences, National Center for Education Evaluation and Regional Assistance. Retrieved from http://ies.ed.gov/ncee
Klassen, J. A., Stewart, S. L., & Lapshina, N. (2021). School disengagement and mental health service intensity need among clinically referred students utilizing the interRAI child and youth mental health assessment instrument. Frontiers in Psychiatry, 12. https://doi.org/10.3389/fpsyt.2021.690917
Ohio Department of Education. (n.d.). Ohio School Report Cards. https://reportcard.education.ohio.gov/
Page, L. C., & Gehlbach, H. (2017). How an artificially intelligent virtual assistant helps students navigate the road to college. AERA Open, 3(4), 233285841774922. https://doi.org/10.1177/2332858417749220
Raines, T. C., & Talapatra, D. (2019). College and career readiness consultation for high-risk youth: An introduction. Journal of Educational and Psychological Consultation, 29(3), 255–259. https://doi.org/10.1080/10474412.2019.1565540
Tayfur, S. N., Prior, Roy, A. S., Maciver, D., Forsyth, K., & Fitzpatrick, L. I. (2022). Associations between adolescent psychosocial factors and disengagement from education and employment in young adulthood among individuals with common mental health problems. Journal of Youth and Adolescence, 51, 1397–1408. https://doi.org/10.1007/s10964-022-01592-7
Twenge, J. M., & Campbell, W. K. (2018). Associations between screen time and lower psychological well-being among children and adolescents: Evidence from a population-based study. Preventive Medicine Reports, 12, 271–283. https://doi.org/10.1016/j.pmedr.2018.10.003
UCI Center for Educational Partnerships. (2021). A bridge to healthcare. UCI School of Education. https://education.uci.edu/cfep-25-a-bridge-to-healthcare.html
United States Census Bureau. (n.d.). United States Census Bureau. https://data.census.gov/
Witt, K., Milner, A., Chastang, J.-F., LaMontagne, A. D., & Niedhammer, I. (2019). Employment and occupational outcomes following adolescent-onset mental illness: analysis of a nationally representative French cohort. Journal of Public Health, 41(3), 618–627. https://doi.org/10.1093/pubmed/fdy160
YouScience. (2025). Life beyond high school: How students are rethinking college, career, and success. https://resources.youscience.com/rs/806-BFU-539/images/2025_PostGraduationReadiness_Report.pdf?utm_medium=referral&utm_source=cision&utm_campaign=25_pgrr
Zablotsky, B., Arockiaraj, B., Haile, G., & Ng, A. (2024). Daily screen time among teenagers: United States, July 2021–December 2023. https://www.cdc.gov/nchs/data/databriefs/db513.pdf
Technology: Gathered relevant data to assess the effectiveness of text messages in connecting recent graduates to job opportunities.
Communication/Teamwork: Partnered with local school district and opened doors for ongoing collaboration.
Professionalism: Participated in a formal presentation of research through forum-style symposium.
This study received ethical approval from the Miami University IRB (approval #05023e) on April 25, 2025.
Respondents consented to participate in the study through pre survey completion. The informed consent to participate was written.
The authors declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.
The authors disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This work was supported by the Miami University Honors College, Miami University Center for Career Exploration and Success, and Miami University Office of Research for Undergraduates.