# Reading the Personality Traits & Job Fit Report SmoothHiring's Predictive Survey and Culture Fit assessments measure personality traits and organizational alignment to predict how well a candidate will perform in a specific role and team environment. This page explains how personality traits are measured, how results are displayed, and how to interpret the Job Fit Report. --- ## Assessment Types That Measure Personality ![Assessment Library](/files/flow-assessment-libraryd86cc6.png) ### Predictive Survey Assessment The Predictive Survey is a behavioral questionnaire that measures personality traits relevant to job performance. It uses a validated set of locked questions and a standardized scoring methodology. Key characteristics: - **Locked question set** — questions cannot be modified to preserve scoring validity - **Untimed** — no enforced time limit (time is tracked automatically) - **Locked configuration** — difficulty, question count, and timing settings cannot be changed - **Role-specific fit** — results are evaluated against the requirements of the specific job ### Culture Fit Assessment Culture Fit assessments measure how well a candidate's values, behaviors, and work style align with your organization's culture. Key characteristics: - **Calibrated scoring** — based on benchmarks set by your organizational raters - **Locked configuration** — all settings are locked to preserve calibrated scoring integrity - **Dimension-based** — measures multiple culture dimensions independently - **Benchmark comparison** — candidate scores are compared against organizational benchmarks --- ## Predictive Survey Results ### Role Fit Summary When viewing a completed Predictive Survey from an applicant's Assessments tab, the **Predictive Survey Summary** section displays: #### Fit Level A color-coded chip indicating overall role fit: | Fit Level | Description | |---|---| | **Strong** | High alignment with role expectations | | **Good** | Solid alignment with minor gaps | | **Fair** | Moderate alignment; review recommended | | **Weak** | Low alignment with notable gaps | #### Job Fingerprint A visual radar/spider chart showing: - **Multiple job dimensions** radiating from the center - **Job requirements** mapped as the outer boundary - **Candidate profile** overlaid on the same axes - **Visual overlap** — the degree of match between requirements and the candidate's profile The fingerprint chart provides an intuitive visual summary of how well the candidate's assessed traits map to the job's needs. #### Personality Traits Bar Chart A horizontal bar chart displaying each measured personality trait: - **Trait name** — the specific personality dimension (e.g., Conscientiousness, Agreeableness, Emotional Stability) - **Candidate score** — the individual's score on this trait - **Cohort average** — the average score across all candidates who took the same survey (displayed as a reference line) Traits where the candidate scores significantly above or below the cohort average are the most informative for hiring decisions. --- ## Culture Fit Results When viewing a completed Culture Fit assessment, the **Culture Fit Summary** section displays: ### Score Components | Metric | Description | |---|---| | **Overall Culture Fit Score** | Aggregate alignment with organizational culture (numerical) | | **Contribution Score** | How much the candidate would contribute to and enhance the culture | | **Culture Fit Band** | Categorical label (e.g., "Strong Alignment", "Moderate Alignment") | | **Benchmark Alignment Score** | How well the candidate's responses align with calibrated organizational benchmarks | | **Benchmark Alignment Band** | Categorical label for the benchmark alignment level | | **Calibration Confidence** | Confidence level based on the number of organizational raters who established benchmarks | | **Calibration Rater Count** | The number of raters who contributed to the benchmark calibration | ### Culture Dimensions Individual scores are displayed for each culture dimension measured (up to 8 dimensions shown): - Each dimension receives an independent score - Dimensions are labeled with clear, descriptive names - Scores indicate the candidate's position on that cultural spectrum ### Benchmark Dimensions When organizational benchmarks exist, a comparison view shows: - **Candidate score** vs. **Target benchmark** for each dimension - **Gap** — the difference between the candidate's score and the target (positive or negative) - **Alignment labels** — descriptive text for each dimension comparison --- ## Interpreting Results ### Reading Trait Scores - **Above cohort average** — the candidate shows stronger-than-typical expression of this trait. May be positive or negative depending on the role requirements. - **At cohort average** — typical performance on this dimension - **Below cohort average** — weaker expression of this trait. Context matters — some roles benefit from lower scores on certain traits. ### Understanding Fit Levels - **Strong Fit** does not guarantee job success — it indicates the candidate's assessed profile is highly aligned with the role's predictive model - **Weak Fit** does not mean the candidate is unqualified — it suggests the assessed trait profile diverges significantly from the typical success profile for this role - **Fair Fit** is the most common outcome and should prompt additional evaluation rather than automatic decisions ### Distortion Flags If a candidate's response patterns appear inconsistent or suggest social desirability bias (answering what they think is "correct" rather than honestly), the fit level may show as **Distortion**. This indicates: - Response patterns may be unreliable - The candidate may have tried to game the assessment - Consider re-assessing or relying on other evaluation methods --- ## Shared Report Integration Personality and job fit data are included in the **Shared Report** that can be generated for each candidate: ### Overview Section The report overview includes the fit level chip and a summary of the candidate's overall alignment with the role. ### Job Fit Section Detailed comparison of: - Role requirements vs. candidate qualifications - Education requirements matching - Skills and experience alignment ### Personality Traits Section A visual bar chart of all measured traits with cohort comparisons, suitable for sharing with hiring managers who may not have platform access. ### Job Fingerprint Section The radar chart showing job requirement vs. candidate profile overlap. --- ## Best Practices ### For Predictive Surveys - **Use for roles with established success profiles** — the predictive model is most accurate when it can reference historical data about what makes candidates successful in similar roles - **Combine with skills assessments** — personality traits predict behavioral tendencies, while skills assessments measure current capabilities - **Don't over-index on a single trait** — consider the full trait profile, not just one high or low score - **Review cohort averages** — a score that looks average in isolation may be above or below average compared to the candidate pool ### For Culture Fit - **Calibrate with diverse raters** — the more raters who contribute to benchmarks, the higher the confidence score and the more reliable the comparison - **Review dimension-level data** — aggregate scores can mask significant misalignment on individual dimensions - **Consider culture add vs. culture fit** — sometimes a candidate who differs from the current culture brings valuable new perspectives --- ## Related Pages - [Job Fit & Assessments](/help/assessments-predictive/job-fit-assessments) - [Scoring Profiles](/help/assessments-predictive/scoring-profiles) - [Predictive Analytics](/help/assessments-predictive/predictive-analytics) - [AI Candidate Recommendations](/help/assessments-predictive/ai-recommendations) - [Assessment Library](/help/assessments-predictive/assessment-library)