Reporting

WorkSight's comprehensive reporting system provides actionable insights into employee well-being, productivity, and organizational health.

Overview

The reporting system offers multiple levels of analysis:

• Individual Reports: Personal burnout trends and productivity metrics
• Team Reports: Department-level insights and comparisons
• Organizational Reports: Company-wide analytics and benchmarking
• Custom Reports: Tailored analytics for specific needs
• Automated Reports: Scheduled delivery of key metrics

Report Types

Executive Summary Reports

Monthly Executive Dashboard

interface ExecutiveReport {
  reportPeriod: {
    startDate: Date;
    endDate: Date;
  };

  keyMetrics: {
    organizationHealth: {
      averageBurnoutScore: number;
      trend: 'improving' | 'stable' | 'declining';
      riskDistribution: Record<RiskLevel, number>;
      participationRate: number;
    };

    productivity: {
      tasksCompleted: number;
      productivityIndex: number;
      averageCompletionTime: number;
      efficiencyTrend: number;
    };

    engagement: {
      employeeSatisfaction: number;
      surveyResponseRate: number;
      voluntaryTurnover: number;
      retentionRate: number;
    };
  };

  alerts: {
    highRiskEmployees: number;
    criticalTrends: string[];
    actionItems: string[];
  };

  recommendations: {
    immediate: string[];
    shortTerm: string[];
    longTerm: string[];
  };
}

Quarterly Business Review

• Comprehensive Health Assessment: 360-degree view of organizational well-being
• ROI Analysis: Cost-benefit analysis of well-being initiatives
• Benchmarking: Comparison with industry standards and best practices
• Strategic Recommendations: Data-driven suggestions for improvement
• Goal Setting: Recommended targets for the next quarter

Departmental Reports

Team Health Report

interface TeamReport {
  department: string;
  manager: string;
  teamSize: number;
  reportPeriod: DateRange;

  wellbeingMetrics: {
    averageBurnoutScore: number;
    scoreDistribution: number[];
    riskLevels: Record<RiskLevel, Employee[]>;
    trendAnalysis: {
      direction: 'improving' | 'declining' | 'stable';
      magnitude: number;
      significance: number;
    };
  };

  productivityMetrics: {
    tasksPerEmployee: number;
    completionRate: number;
    averageTaskDuration: number;
    productivityTrend: number[];
  };

  engagementMetrics: {
    surveyParticipation: number;
    feedbackSentiment: number;
    teamCollaboration: number;
  };

  riskFactors: {
    highWorkload: number;
    lowManagerSupport: number;
    poorWorkLifeBalance: number;
    lackOfGrowth: number;
  };

  comparisons: {
    vsOrganizationAverage: number;
    vsPreviousPeriod: number;
    vsIndustryBenchmark: number;
  };

  actionItems: {
    immediate: ActionItem[];
    shortTerm: ActionItem[];
    monitoring: ActionItem[];
  };
}

Manager Dashboard Report

• Team Overview: Current team health status
• Individual Summaries: High-level view of each team member
• Trend Analysis: Changes in team well-being over time
• Intervention Tracking: Progress of support measures
• Goal Progress: Team objectives and achievements

Individual Reports

Personal Well-being Report

interface PersonalReport {
  employee: {
    id: string;
    name: string;
    role: string;
    department: string;
  };

  wellbeingProfile: {
    currentBurnoutScore: number;
    riskLevel: RiskLevel;
    primaryConcerns: string[];
    strengths: string[];
    trendOver12Months: number[];
  };

  dimensionBreakdown: {
    emotionalExhaustion: {
      score: number;
      trend: 'improving' | 'stable' | 'declining';
      factors: string[];
    };
    depersonalization: {
      score: number;
      trend: 'improving' | 'stable' | 'declining';
      factors: string[];
    };
    personalAccomplishment: {
      score: number;
      trend: 'improving' | 'stable' | 'declining';
      factors: string[];
    };
    workLifeBalance: {
      score: number;
      trend: 'improving' | 'stable' | 'declining';
      factors: string[];
    };
  };

  productivityMetrics: {
    tasksCompleted: number;
    averageCompletionTime: number;
    qualityScore: number;
    collaborationIndex: number;
  };

  personalizedRecommendations: {
    immediate: string[];
    behavioral: string[];
    resources: Resource[];
    goals: Goal[];
  };

  progress: {
    goalsAchieved: number;
    improvementAreas: string[];
    strengthsLeveraged: string[];
  };
}

Career Development Report

• Skill Assessment: Current competencies and growth areas
• Performance Correlation: Relationship between well-being and performance
• Development Opportunities: Recommended training and experiences
• Career Pathing: Suggested next steps and timelines

Analytics and Insights

Predictive Analytics

Burnout Risk Prediction

interface BurnoutPrediction {
  employeeId: string;
  predictionHorizon: number; // weeks

  riskProbability: {
    low: number;
    moderate: number;
    high: number;
    critical: number;
  };

  riskFactors: {
    factor: string;
    weight: number;
    trend: 'increasing' | 'stable' | 'decreasing';
  }[];

  confidenceLevel: number;
  modelAccuracy: number;

  recommendedInterventions: {
    intervention: string;
    effectiveness: number;
    timeframe: number;
    cost: number;
  }[];
}

Turnover Risk Analysis

• Flight Risk Scoring: Probability of voluntary departure
• Contributing Factors: Key drivers of turnover risk
• Retention Strategies: Targeted interventions for high-risk employees
• Cost Impact: Financial implications of potential turnover

Trend Analysis

Organizational Trends

interface TrendAnalysis {
  metric: string;
  timeframe: DateRange;

  trend: {
    direction: 'upward' | 'downward' | 'stable' | 'cyclical';
    slope: number;
    rSquared: number;
    significance: number;
  };

  seasonality: {
    hasSeasonality: boolean;
    peaks: Date[];
    troughs: Date[];
    amplitude: number;
  };

  changePoints: {
    date: Date;
    magnitude: number;
    cause?: string;
  }[];

  forecast: {
    nextPeriod: number;
    confidence: number;
    range: [number, number];
  };
}

Comparative Analysis

• Department Benchmarking: Compare teams across organization
• Industry Benchmarking: Position against industry standards
• Historical Comparison: Track progress against past performance
• Best Practice Identification: Learn from high-performing teams

Data Visualization

Dashboard Components

Chart Types

type ChartType =
  | 'line' // Trend analysis over time
  | 'bar' // Comparative metrics
  | 'pie' // Distribution analysis
  | 'scatter' // Correlation analysis
  | 'heatmap' // Department/time matrices
  | 'gauge' // Single metric displays
  | 'radar' // Multi-dimensional comparisons
  | 'histogram' // Score distributions
  | 'box' // Statistical summaries
  | 'sankey'; // Flow analysis

interface ChartConfig {
  type: ChartType;
  title: string;
  data: any[];
  xAxis?: string;
  yAxis?: string;
  color?: string[];
  filters?: Filter[];
  drillDown?: boolean;
  exportable?: boolean;
}

Interactive Features

• Drill-down Capabilities: Click to explore detailed data
• Dynamic Filtering: Real-time data filtering and segmentation
• Comparative Views: Side-by-side comparisons
• Time Range Selection: Flexible date range analysis
• Export Options: Multiple format support (PDF, Excel, CSV, PNG)

Real-time Dashboards

Live Monitoring

interface LiveDashboard {
  metrics: {
    [key: string]: {
      value: number;
      change: number;
      trend: 'up' | 'down' | 'stable';
      lastUpdated: Date;
    };
  };

  alerts: {
    id: string;
    type: 'warning' | 'error' | 'info';
    message: string;
    timestamp: Date;
    acknowledged: boolean;
  }[];

  activities: {
    event: string;
    user: string;
    timestamp: Date;
    details: string;
  }[];

  systemHealth: {
    dataQuality: number;
    responseRate: number;
    systemUptime: number;
    lastDataSync: Date;
  };
}

Custom Reports

Report Builder

Drag-and-Drop Interface

interface ReportBuilder {
  reportConfig: {
    name: string;
    description: string;
    category: string;
    frequency: 'on-demand' | 'daily' | 'weekly' | 'monthly';
    recipients: string[];
  };

  dataSource: {
    tables: string[];
    dateRange: DateRange;
    filters: Filter[];
    groupBy: string[];
  };

  visualizations: {
    charts: ChartConfig[];
    tables: TableConfig[];
    metrics: MetricConfig[];
  };

  layout: {
    sections: Section[];
    styling: StyleConfig;
    branding: BrandingConfig;
  };
}

Advanced Analytics

• Statistical Analysis: Correlation, regression, significance testing
• Cohort Analysis: Track groups over time
• Segmentation: Identify distinct employee populations
• Impact Analysis: Measure effectiveness of interventions

Automated Reporting

Scheduled Reports

interface ScheduledReport {
  id: string;
  name: string;
  template: ReportTemplate;

  schedule: {
    frequency: 'daily' | 'weekly' | 'monthly' | 'quarterly';
    dayOfWeek?: number;
    dayOfMonth?: number;
    time: string;
    timezone: string;
  };

  recipients: {
    email: string;
    role: string;
    permissions: string[];
  }[];

  conditions: {
    minimumParticipation?: number;
    dataQualityThreshold?: number;
    significantChangesOnly?: boolean;
  };

  delivery: {
    format: 'pdf' | 'excel' | 'email' | 'dashboard';
    attachments: boolean;
    compression: boolean;
  };
}

Alert-based Reporting

• Threshold Alerts: Automatic reports when metrics exceed limits
• Anomaly Detection: Reports when unusual patterns are detected
• Milestone Reports: Triggered by significant events or achievements
• Emergency Reports: Immediate notification for critical situations

Data Export and Integration

Export Formats

Standard Exports

• PDF Reports: Formatted, professional presentation
• Excel Workbooks: Multiple sheets with charts and pivot tables
• CSV Data: Raw data for further analysis
• JSON API: Structured data for system integration
• PowerPoint: Executive presentation templates

Advanced Exports

interface ExportConfig {
  format: 'pdf' | 'excel' | 'csv' | 'json' | 'pptx';

  dataOptions: {
    includeRawData: boolean;
    includeCalculatedFields: boolean;
    includeMetadata: boolean;
    anonymize: boolean;
  };

  formatting: {
    template: string;
    branding: boolean;
    charts: boolean;
    tables: boolean;
  };

  security: {
    password: string;
    watermark: boolean;
    expiration: Date;
  };
}

API Integration

Real-time Data Access

// Get current metrics
GET /api/reports/metrics/{organizationId}
{
  "burnoutScore": 45,
  "participationRate": 87,
  "productivityIndex": 92,
  "engagementScore": 78,
  "lastUpdated": "2024-01-15T10:30:00Z"
}

// Get trend data
GET /api/reports/trends/{metric}?period=30d
{
  "metric": "burnoutScore",
  "data": [
    { "date": "2024-01-01", "value": 42 },
    { "date": "2024-01-02", "value": 44 },
    // ... more data points
  ],
  "trend": "stable",
  "correlation": 0.85
}

Webhook Notifications

interface ReportWebhook {
  event: 'report.generated' | 'alert.triggered' | 'milestone.reached';
  timestamp: Date;
  data: {
    reportId: string;
    reportType: string;
    recipients: string[];
    downloadUrl: string;
    expiresAt: Date;
  };
}

Privacy and Compliance

Data Protection

Anonymization Options

• Individual Level: Remove personally identifiable information
• Department Level: Aggregate data to prevent identification
• Statistical Disclosure Control: Ensure privacy in small groups
• Differential Privacy: Mathematical privacy guarantees

Access Controls

interface ReportAccess {
  userId: string;
  reportType: string;
  permissions: {
    view: boolean;
    export: boolean;
    share: boolean;
    modify: boolean;
  };

  dataAccess: {
    level: 'individual' | 'team' | 'department' | 'organization';
    restrictions: string[];
    expiresAt?: Date;
  };

  auditLog: {
    accessed: Date[];
    exported: Date[];
    shared: string[];
  };
}

Compliance Reporting

• GDPR Compliance: Data processing records and consent tracking
• HIPAA Compliance: Protected health information handling
• SOX Compliance: Financial controls and audit trails
• Industry Standards: Sector-specific compliance requirements

Performance and Optimization

Report Performance

Caching Strategy

interface CacheConfig {
  reports: {
    ttl: number; // Time to live in seconds
    strategy: 'memory' | 'redis' | 'database';
    invalidation: 'time' | 'data_change' | 'manual';
  };

  queries: {
    enabled: boolean;
    duration: number;
    maxSize: number;
  };

  charts: {
    preGenerate: boolean;
    compressionLevel: number;
    format: 'svg' | 'png' | 'webp';
  };
}

Optimization Techniques

• Query Optimization: Efficient database queries and indexing
• Lazy Loading: Load components as needed
• Pagination: Handle large datasets efficiently
• Compression: Reduce file sizes for exports
• CDN Integration: Fast content delivery

Best Practices

Report Design

1. Clear Objectives: Define what questions the report answers
2. Audience-Appropriate: Tailor content and complexity to users
3. Visual Hierarchy: Guide attention to key insights
4. Actionable Insights: Include clear next steps
5. Regular Updates: Keep reports current and relevant

Data Quality

1. Validation Rules: Ensure data accuracy and completeness
2. Outlier Detection: Identify and handle anomalous data
3. Missing Data: Appropriate handling of incomplete responses
4. Bias Mitigation: Account for selection and response biases
5. Documentation: Clear metadata and methodology notes

Troubleshooting

Common Issues

Slow Report Generation

• Check query optimization
• Review data volume and complexity
• Consider caching strategies
• Monitor server resources

Data Discrepancies

• Verify calculation methods
• Check time zone settings
• Review filter configurations
• Validate data sources

Export Problems

• Test file format compatibility
• Check permissions and access rights
• Verify storage capacity
• Review security settings