EVIDENCE BEFORE HYPE
THE RESEARCH BEHIND THE MISSION
Military experience is not a one-line civilian job title, and a veteran is more than an MOS crosswalk. Sparta Vista is building career exploration around the interaction of demonstrated experience, transferable skills, identity and purpose, preferred working conditions, civilian credentials, and actual employer demand.
What the evidence suggests
Structure can matter
A recent study found that perceived workplace structure was associated with efficacy and belonging for veterans and civilians. Mission Decisions therefore examines the working conditions people prefer—not only the tasks they have performed.
Fit is broader than MOS
Research on veteran workplace integration supports looking at person–environment fit, purpose, camaraderie, and organizational context. Military occupational similarity can help, but it is not the whole match.
Meaning and identity travel
Reviews of military-to-civilian transition describe identity, meaning, and purpose as important parts of wellbeing. Career exploration should help veterans carry useful parts of military identity forward while building a new civilian role.
Coaching changes outcomes
A randomized controlled trial of a veteran employment intervention found that individualized career support improved employment and earnings outcomes. Matching should begin a coached process, not end it.
Why Mission Decisions is scenario-based
Repeated questionnaires create fatigue and invite people to answer as they think they should. A short branching story can make tradeoffs concrete: structure or autonomy, solo initiative or team coordination, task completion or visible mission impact. Multiple-choice scenes reduce writing burden while still producing an explainable preference pattern.
Gamification is not automatically more valid. Research on game-based assessment reports promising engagement benefits alongside open questions about construct validity, accessibility, and use in high-stakes decisions. That is why the MVP is intentionally modest: four transparent scenes, no speed scoring, no surveillance, no hidden personality claims, and no pass/fail result.
How matching should work
- Translate the record. Normalize MOS or rating, duties, military education, civilian education, certifications, tools, leadership scope, and accomplishments.
- Add the person. Combine Mission Decisions with location, compensation needs, schedule, travel, career interests, and the veteran’s own exclusions.
- Match real demand. Compare the profile with current employer requirements and public occupational data—not with a generic list of “jobs for veterans.”
- Explain the result. Show which evidence supports a match, which requirements are missing, and which facts need human confirmation.
- Keep a person in the loop. A trained career-services reviewer validates the profile and introduction; the veteran can correct it and choose what is shared.
Sources
Sources are linked to the publisher or official public resource. Accessed September 11, 2026.
- Structure in transition: The role of structure in facilitating workplace efficacy and belonging for military veterans and civilians
- The workplace integration of veterans: Applying diversity and fit perspectives
- Evaluation of an Employment Intervention for Veterans Transitioning From the Military: A Randomized Controlled Trial
- Military identity and planning for the transition out of the military
- Transitioning to Civilian Life: How Are Life Meaning, Purpose and Identity Related to Wellbeing for Veterans? A Scoping Review
- HEXACO-RUSH: A gamified personality assessment—validation and participant reactions
- Serious games in high-stakes assessment: systematic review
- Game-related assessments: a review of validity, fairness, and applicant reactions
- O*NET military occupational crosswalks
- O*NET Interest Profiler services
What we are not claiming
Mission Decisions has not yet been validated as a psychological or employment-selection instrument. The cited research informs product design; it does not prove that this specific MVP predicts job performance. Before any score materially affects employment opportunity, the model should undergo job-related validation, accessibility testing, adverse-impact monitoring, documented human review, and legal review in each launch jurisdiction.
Questions or corrections
Research evolves. Send a source, correction, or accessibility request to hello@spartavista.com.