DBT 스킬 훈련

4.1 Mobile-First Architecture

Mobile devices have become the primary computing platform for billions of people worldwide. For many, particularly in developing nations and underserved communities, smartphones are the only internet-connected device they own. A mobile-first approach to digital therapeutics is not just convenient - it's essential for equitable access.

Mobile Platform Statistics

React Native Technical Stack

The WIA-MENTAL-001 standard recommends React Native for cross-platform mobile development, enabling a single codebase to serve both iOS and Android while maintaining native performance and UX quality.

// Mobile App Architecture

// Core Dependencies
{
  "dependencies": {
    "react": "18.2.0",
    "react-native": "0.72.0",
    "@react-navigation/native": "^6.1.0",
    "@react-navigation/stack": "^6.3.0",
    
    // State Management
    "@reduxjs/toolkit": "^1.9.5",
    "react-redux": "^8.1.0",
    "redux-persist": "^6.0.0",
    
    // Offline & Sync
    "@react-native-async-storage/async-storage": "^1.19.0",
    "@react-native-community/netinfo": "^9.4.0",
    
    // Security
    "react-native-keychain": "^8.1.0",
    "react-native-encrypted-storage": "^4.0.3",
    
    // Health Integration
    "react-native-health": "^1.19.0",
    "@react-native-community/google-fit": "^0.2.0",
    
    // Notifications
    "@react-native-firebase/messaging": "^18.0.0",
    "@react-native-firebase/analytics": "^18.0.0",
    
    // Media
    "react-native-track-player": "^4.0.0",
    "react-native-video": "^5.2.1",
    
    // Biometrics
    "react-native-biometrics": "^3.0.1"
  }
}

// App Structure
interface MobileApp {
  navigation: NavigationContainer;
  store: ReduxStore;
  
  modules: {
    auth: AuthModule;
    therapy: TherapyModule;
    assessment: AssessmentModule;
    progress: ProgressModule;
    messaging: MessagingModule;
    resources: ResourceModule;
  };
  
  services: {
    api: APIService;
    sync: SyncService;
    notifications: NotificationService;
    health: HealthKitService;
    analytics: AnalyticsService;
  };
}

// Offline-First Data Strategy
class OfflineDataManager {
  private localDB: SQLite.Database;
  private syncQueue: SyncOperation[];
  
  async saveTherapySession(session: TherapySession): Promise {
    // Save locally first
    await this.localDB.execute(
      `INSERT INTO therapy_sessions 
       (id, data, synced) 
       VALUES (?, ?, ?)`,
      [session.id, JSON.stringify(session), false]
    );
    
    // Add to sync queue
    this.syncQueue.push({
      type: 'CREATE',
      entity: 'session',
      data: session,
      timestamp: Date.now()
    });
    
    // Attempt immediate sync if online
    if (await this.isOnline()) {
      await this.syncData();
    }
  }
  
  async syncData(): Promise {
    const online = await this.isOnline();
    if (!online) {
      return { success: false, reason: 'offline' };
    }
    
    const operations = [...this.syncQueue];
    const results = [];
    
    for (const op of operations) {
      try {
        await this.executeSync(op);
        await this.markSynced(op);
        this.syncQueue = this.syncQueue.filter(q => q !== op);
        results.push({ op, success: true });
      } catch (error) {
        results.push({ op, success: false, error });
      }
    }
    
    return {
      success: results.every(r => r.success),
      results
    };
  }
  
  private async isOnline(): Promise {
    const netInfo = await NetInfo.fetch();
    return netInfo.isConnected && netInfo.isInternetReachable;
  }
}

4.2 Unique Mobile Features

Mobile platforms offer unique capabilities that can enhance therapeutic interventions beyond what's possible on desktop web applications.

Mobile-Specific Capabilities

Context-Aware Interventions

// Example: Location-based mindfulness prompts
class ContextAwarePrompts {
  private geofences: Geofence[] = [];
  
  async setupGeofences(userId: string): Promise {
    // User defines helpful reminder locations
    this.geofences = [
      {
        id: 'home',
        latitude: 37.7749,
        longitude: -122.4194,
        radius: 100, // meters
        prompt: 'Taking a moment to practice mindfulness?',
        action: 'breathing-exercise'
      },
      {
        id: 'work',
        latitude: 37.7849,
        longitude: -122.4094,
        radius: 200,
        prompt: 'Stressful day? Try a 3-minute breathing space.',
        action: '3-minute-breathing-space'
      }
    ];
    
    await GeofencingService.register(this.geofences);
  }
  
  async onGeofenceEnter(geofenceId: string): Promise {
    const geofence = this.geofences.find(g => g.id === geofenceId);
    if (!geofence) return;
    
    // Check if user wants notifications right now
    const userPrefs = await this.getUserPreferences();
    const now = new Date();
    const hour = now.getHours();
    
    if (userPrefs.quietHoursEnabled && 
        hour >= userPrefs.quietHoursStart || 
        hour < userPrefs.quietHoursEnd) {
      return; // Skip during quiet hours
    }
    
    // Send contextual notification
    await NotificationService.send({
      title: 'Mindfulness Moment',
      body: geofence.prompt,
      action: geofence.action,
      priority: 'default'
    });
  }
}

// Wearable Integration
interface WearableDataService {
  // Fetch health metrics from connected devices
  async getHeartRateData(
    startDate: Date,
    endDate: Date
  ): Promise;
  
  async getSleepData(
    startDate: Date,
    endDate: Date
  ): Promise;
  
  async getStepsData(
    startDate: Date,
    endDate: Date
  ): Promise;
  
  // Analyze patterns
  analyzeHeartRateVariability(): Promise;
  detectSleepDisturbances(): Promise;
  assessActivityLevel(): Promise;
  
  // Correlate with mental health
  correlateWithMood(
    healthData: HealthMetrics,
    moodData: MoodRating[]
  ): Correlation[];
}

4.3 Real-Time Messaging Architecture

Secure, HIPAA-compliant messaging enables asynchronous communication between patients and therapists, providing a safety net for patients while reducing therapist burden compared to synchronous appointments.

Messaging System Requirements

interface MessagingService {
  // Send message
  sendMessage(message: MessageData): Promise;
  
  // Retrieve conversation
  getConversation(
    userId: string,
    otherUserId: string,
    pagination: PaginationParams
  ): Promise;
  
  // Real-time subscription
  subscribeToMessages(
    userId: string,
    callback: (message: Message) => void
  ): Subscription;
  
  // Read receipts
  markAsRead(messageId: string): Promise;
  
  // Crisis detection
  analyzeSafetyRisk(content: string): Promise;
  
  // File attachments
  uploadAttachment(file: File): Promise;
}

// End-to-End Encryption Implementation
class E2EEMessaging {
  private userKeyPair: CryptoKeyPair;
  
  async sendEncryptedMessage(
    recipientPublicKey: CryptoKey,
    content: string
  ): Promise {
    // Generate ephemeral symmetric key
    const symmetricKey = await crypto.subtle.generateKey(
      { name: 'AES-GCM', length: 256 },
      true,
      ['encrypt', 'decrypt']
    );
    
    // Encrypt message content
    const iv = crypto.getRandomValues(new Uint8Array(12));
    const encryptedContent = await crypto.subtle.encrypt(
      { name: 'AES-GCM', iv },
      symmetricKey,
      new TextEncoder().encode(content)
    );
    
    // Encrypt symmetric key with recipient's public key
    const exportedKey = await crypto.subtle.exportKey('raw', symmetricKey);
    const encryptedKey = await crypto.subtle.encrypt(
      { name: 'RSA-OAEP' },
      recipientPublicKey,
      exportedKey
    );
    
    return {
      encryptedContent: Array.from(new Uint8Array(encryptedContent)),
      encryptedKey: Array.from(new Uint8Array(encryptedKey)),
      iv: Array.from(iv),
      timestamp: Date.now()
    };
  }
  
  async decryptMessage(
    encrypted: EncryptedMessage
  ): Promise {
    // Decrypt symmetric key with private key
    const decryptedKey = await crypto.subtle.decrypt(
      { name: 'RSA-OAEP' },
      this.userKeyPair.privateKey,
      new Uint8Array(encrypted.encryptedKey)
    );
    
    // Import decrypted symmetric key
    const symmetricKey = await crypto.subtle.importKey(
      'raw',
      decryptedKey,
      { name: 'AES-GCM' },
      false,
      ['decrypt']
    );
    
    // Decrypt message content
    const decryptedContent = await crypto.subtle.decrypt(
      { 
        name: 'AES-GCM', 
        iv: new Uint8Array(encrypted.iv) 
      },
      symmetricKey,
      new Uint8Array(encrypted.encryptedContent)
    );
    
    return new TextDecoder().decode(decryptedContent);
  }
}

// Crisis Keyword Detection
class CrisisDetectionService {
  private crisisKeywords = [
    // Direct suicidal ideation
    'kill myself', 'end my life', 'want to die', 
    'suicide', 'suicidal', 'better off dead',
    
    // Self-harm
    'hurt myself', 'cut myself', 'harm myself',
    
    // Plans/methods
    'pills', 'overdose', 'jump off', 'hanging',
    
    // Hopelessness
    'no point', 'cant go on', 'no way out', 'give up'
  ];
  
  async analyzeMessage(content: string): Promise {
    const lowerContent = content.toLowerCase();
    
    // Check for crisis keywords
    const foundKeywords = this.crisisKeywords.filter(
      keyword => lowerContent.includes(keyword)
    );
    
    if (foundKeywords.length === 0) return null;
    
    // Calculate risk level
    let riskLevel: 'low' | 'medium' | 'high' | 'severe';
    if (foundKeywords.length >= 3) riskLevel = 'severe';
    else if (foundKeywords.length >= 2) riskLevel = 'high';
    else riskLevel = 'medium';
    
    // Enhanced analysis with NLP
    const sentiment = await this.analyzeSentiment(content);
    const context = await this.analyzeContext(content);
    
    if (sentiment.score < -0.8 && context.includesPlan) {
      riskLevel = 'severe';
    }
    
    return {
      riskLevel,
      foundKeywords,
      sentiment,
      context,
      timestamp: new Date(),
      requiresImmediateResponse: riskLevel === 'severe' || riskLevel === 'high',
      recommendedActions: this.getRecommendedActions(riskLevel)
    };
  }
  
  private getRecommendedActions(riskLevel: string): string[] {
    switch (riskLevel) {
      case 'severe':
        return [
          'Immediate therapist notification',
          'Emergency services contact information',
          '988 Suicide & Crisis Lifeline display',
          'Safety plan activation',
          'Emergency contact notification (if authorized)'
        ];
      case 'high':
        return [
          'Urgent therapist notification',
          'Crisis resources display',
          'Safety plan review',
          'Check-in scheduling'
        ];
      default:
        return [
          'Therapist notification',
          'Supportive resources',
          'Coping skills reminder'
        ];
    }
  }
}

4.4 Push Notifications Strategy

Thoughtful push notifications can significantly improve engagement and outcomes. However, poorly designed notifications lead to annoyance, app deletion, and reduced trust.

Notification Best Practices