--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "PBS Data Collection" developer_entity: "Positive Behavior Supports Corp." bundle_id: "com.teampbs.dc" app_store_id: "1560796963" google_play_id: "com.teampbs.data_collection" category: "Medical" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-04-14" report_date: "2026-06-14" last_verified: "2026-06-14T00:00:00.000Z" report_version: "3.9.5" total_reviews: 37 overall_rating: 2.4 sentiment: "Frustrated" sentiment_score: 35 confidence: "low" confidence_score: 0.35 top_praise_theme: "Data collection functionality provides a helpful tool for tracking progress during therapy sessions" top_complaint_theme: "Frequent application crashes and failure to open disrupt critical work-related data collection tasks" review_sample_size: 17 total_review_count: 17 analyzed_review_count: 17 data_age_days: 63 momentum_velocity: "maintenance" intelligence_version: 4 nemesis: "WorryTree: Anxiety Relief" competitor_count: 11 tags: ["medical", "free", "frustrated sentiment", "mobile app", "app review", "app analysis", "behavior", "analysts,", "registered"] canonical_url: "https://marlvel.ai/apps/pbs-data-collection" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ Content Warning This report covers topics classified as sensitive (health). Information is aggregated from public sources for informational purposes only. This is not medical advice. Consult a qualified professional before acting on any information here. --- # PBS Data Collection Intelligence Report ## TL;DR {#tldr} - **Category**: Medical · Free - **Signal**: Rating 2.38 · Sentiment Frustrated - **Recent focus**: Frequent application crashes and failure to open disrupt critical work-related data collection tasks (top complaint) · Data collection functionality provides a helpful tool for tracking progress during therapy sessions (top praise) > **TL;DR:** PBS Data Collection is a medical app by Positive Behavior Supports Corp., rated 2.38/5 by 37 users, with Frustrated user sentiment (35/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** PBS Data Collection faces Frustrated user sentiment (2.38/5 from 37 reviews), with frequent application crashes and failure to open disrupt critical work-related data collection tasks as the primary user concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 2.38/5 (37 reviews) | | **User Mood** | Frustrated | | **Category** | Medical | | **Developer** | Positive Behavior Supports Corp. | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | Low (0.35/1.0) | | **Data Age** | 63d | ## Metadata & Market Performance - **Publisher:** Positive Behavior Supports Corp. - **Category:** Medical - **Target Audience:** Behavior analysts, Registered Behavior Technicians (RBTs), and assistants employed by Positive Behavior Supports Corp. - **Platforms:** iOS & Android - **Version Reviewed:** 3.9.5 - **Report Date:** 2026-06-14 - **Signal Count:** 17 reviews analyzed - **Confidence:** Low (0.35/1.0) - **App Store ID (iOS):** 1560796963 - **Bundle ID:** com.teampbs.dc - **Google Play ID:** com.teampbs.data_collection - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-06-14 ## Executive Snapshot **What it is:** PBS Data Collection is a clinical behavior tracking app for behavior analysts and RBTs on iOS and Android. **Why users hire it:** Clinicians hire this tool to log behavioral occurrences during therapy sessions, but the current lack of data persistence forces them to re-enter work after minor interruptions. ## App DNA (Features & Intent) - **[Standard] Behavioral Data Logging:** Input interface for recording specific client behaviors like biting or hitting for behavior analysts and RBTs. - **[Standard] Trend Analysis:** Aggregation of logged behavioral data to track changes over time for clinical review. * *User Intent:* Users want visibility into their own performance and progress. - **[Differentiator] Privacy-Focused Data Entry:** Data collection restricted to behavioral occurrences without recording sensitive client or user information. * *User Intent:* Users prioritize data protection and trust in the platform. ## Market Position {#market-position} The app maintains a niche clinical position with a 2.26 average rating across 37 total ratings. The low rating relative to its B2B utility signals that technical instability is actively undermining its professional adoption. ## Monetization Strategy - **Model:** Free - **Tiers:** Free to use for PBS employees and associates - **Analysis:** The app functions as a free internal tool for the Positive Behavior Supports Corporation, with no consumer-facing monetization. ## 🔴 User Sentiment (Low Confidence: 17 of 17 reviews analyzed) {#user-sentiment} - **Overall Rating:** 2.38/5 - **Platform Split:** iOS 1.4/5 (16 ratings) | Android 3.1/5 (21 ratings) - **Overall Sentiment:** Frustrated ### Top Praises - **Data collection functionality provides a helpful tool for tracking progress during therapy sessions** ### Top Complaints (Impact Areas) - **Frequent application crashes and failure to open disrupt critical work-related data collection tasks** ## SWOT Analysis {#swot} **Core Strengths:** - Proprietary clinical data schema [Internal] - B2B distribution channel via PBS Corp [Internal] **Growth Levers:** - Native tablet interface for clinical screen real estate [Market] - Integration with practice management billing [Market] ## Recent Changes (v3 → v4) {#recent-changes} The app's competitive outlook has declined due to newly identified technical instability and data loss, which now pose a direct threat to its professional clinical utility. **Overall trend**: Declining **Compared at**: 2026-06-14 ### High-impact changes - **[Declined] Emergence of critical technical complaints** (sentiment) - **[Added] New technical weaknesses** (swot) ### Medium-impact changes - **[Shifted] Shift in clinical risk profile** (positioning) - **[Shifted] Trend Analysis repositioning** (features) ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### PBS Data Collection vs WorryTree: Anxiety Relief - **[WorryTree: Anxiety Relief](https://marlvel.ai/apps/worrytree-anxiety-relief)** by WorryTree Ltd: WorryTree competes by addressing the mental health and behavioral management space, targeting users who need structured tracking for emotional and behavioral regulation. - **Key differences:** - Offers integrated CBT-based journaling tools that provide immediate cognitive relief beyond simple behavior logging. - Features sensory grounding practices that offer users actionable coping mechanisms during high-stress behavioral episodes. ### Contenders (Strong Challengers) - **[Lira - ADHD & Autism for Women](https://marlvel.ai/apps/lira-adhd-autism-for-women)** by WildCircuit: Lira targets the neurodivergent community with specialized tracking, overlapping with this app's focus on behavioral analysis for autism and related conditions. - Provides cycle-aware insights that correlate biological patterns with behavioral changes for a more holistic view. - Includes energy tracking features that help users manage burnout, a key metric for neurodivergent populations. - **[Motivity - ABA Data Collection](https://marlvel.ai/apps/motivity-aba-data-collection)** by Experiad LLC: Motivity is a direct functional competitor, providing professional-grade ABA data collection tools specifically for clinical environments. - Integrates directly with practice management systems to streamline clinical billing and administrative workflows for clinics. - Includes automated credentialing alerts that ensure staff compliance, a critical feature for professional behavioral organizations. - **[CBT Thought Diary App](https://marlvel.ai/apps/cbt-thought-diary-app)** by Aly Bairamov: This app competes for the user's time by providing structured logging for cognitive distortions, which parallels this app's behavior tracking use case. - Exports progress reports as PDFs, allowing users to easily share clinical data with their therapists. - Uses cognitive distortion tagging to help users identify and categorize negative thought patterns systematically. - **[Worry Dolls Pro](https://marlvel.ai/apps/worry-dolls-pro)** by Ilya Koryakin: Worry Dolls Pro offers a simplified, gamified approach to anxiety management that competes for the same behavioral health user base. - Utilizes a unique, metaphor-based anxiety relief method that simplifies complex emotional management for younger users. - Focuses on a niche, creative UX that differentiates it from clinical, data-heavy behavioral tracking applications. ### Peers (What They Do Better) - **[FlowCode: Coaching App](https://marlvel.ai/apps/flowcode-coaching-app)** by FGI d.o.o.: FlowCode operates in the mental performance space, focusing on community-driven coaching and behavioral optimization. - Facilitates live coaching sessions that provide real-time human feedback, unlike this app's automated data collection. - Builds community-based mental game groups that foster long-term user retention through social accountability. - **[Frank: AI Fitness Coach](https://marlvel.ai/apps/frank-no-excuses-coach)** by Amon Studio: Frank uses AI to track and adjust health behaviors, sharing this app's goal of data-driven behavioral improvement. - Employs conversational AI to provide personalized coaching adjustments based on daily user input data. - Integrates natively with Apple Health to pull biometric data, reducing manual entry requirements for users. - **[DoutorFácil | Consulta Online](https://marlvel.ai/apps/app-doutorfacil-android)** by DoutorFácil: DoutorFácil is a medical platform that manages patient health records and consultations, overlapping in the clinical data management space. - Enables real-time chat consultations between patients and doctors, bridging the gap between tracking and treatment. - Manages family profiles and medication reminders, providing a comprehensive medical hub for household health management. - **[KangarooHealth](https://marlvel.ai/apps/kangaroohealth)** by Kangaroo Health: KangarooHealth focuses on remote patient monitoring, which is a professional-grade version of this app's data collection mission. - Provides early health risk detection algorithms that alert providers to potential issues before they escalate. - Offers virtual health coaching as a value-add service to support the data collected by the app. ### New Kids on the Block (What's Innovative) - **[QuitNow Smoking](https://marlvel.ai/apps/com-mediconapps-quitnow)** by Medicon Apps: This app targets specific behavioral modification, competing for users looking to track and change repetitive negative habits. - Features a structured 9-day preparation programme designed to guide users through the initial stages of change. - **[Flexique](https://marlvel.ai/apps/flexique)** by EMCAN-TEC: Flexique is a new entrant focusing on the intersection of doctor-assigned exercises and patient management, mirroring this app's clinical workflow. - Allows doctors to assign specific exercises directly to patients, creating a closed-loop clinical management flow. ## What's New - **Latest (v3.9.5, 1 months ago):** General bug fixes and performance enhancements. ## App Momentum (Maintenance) {#momentum} - Ships stability updates for Android/iOS. - Maintains internal-only distribution model. > **Cadence:** 2 total versions · 0 majors in last 6 months · 30 days since last update · 21 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} PBS Data Collection is a medical app that is completely free. With a 2.38/5 rating from 37 reviews, it faces significant user friction. > **Bottom Line:** The app provides essential clinical utility, but critical data loss and stability issues threaten its professional viability, so the team must prioritize persistence logic to prevent user churn. **Best for:** Behavior analysts, Registered Behavior Technicians (RBTs), and assistants employed by Positive Behavior Supports Corp. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship auto-save persistence because data loss is the #2 complaint → reduce session abandonment ### Feature Gaps vs Competitors - Practice management billing integration (available in Motivity but absent here) ### Outlook: Declining The clinical data collection market is shifting toward integrated practice management, leaving this app exposed due to its narrow focus and technical instability. Without immediate fixes to data persistence, the app will likely see continued attrition as professional users migrate to tools that integrate with billing and administrative workflows. - 🔴 Frequent application crashes during sessions erode user trust, which directly increases the likelihood of clinicians switching to more stable professional alternatives. - 🔴 Data loss during keyboard entry forces manual re-entry, which creates a negative sentiment loop that suppresses the app's overall rating. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 2.38/5 | | Total Reviews | 37 | | Sentiment | Frustrated (35/100) | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **PBS Data Collection** (this app) | 2.38/5 | Frustrated | Positive Behavior Supports Corp. | | [QuitNow Smoking](https://marlvel.ai/apps/com-mediconapps-quitnow) | N/A/5 | N/A | Medicon Apps | | [DoutorFácil | Consulta Online](https://marlvel.ai/apps/app-doutorfacil-android) | 4.8/5 | N/A | DoutorFácil | | [Frank: AI Fitness Coach](https://marlvel.ai/apps/frank-no-excuses-coach) | 4.2/5 | n/a | Amon Studio | | [Worry Dolls Pro](https://marlvel.ai/apps/worry-dolls-pro) | N/A/5 | N/A | Ilya Koryakin | | [KangarooHealth](https://marlvel.ai/apps/kangaroohealth) | 4.9/5 | Excited | Kangaroo Health | ## Company Profile - **Developer:** Positive Behavior Supports Corp. ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/pbs-data-collection/id1560796963?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.teampbs.data_collection&hl=en&gl=us) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*QuitNow Smoking*](https://marlvel.ai/apps/com-mediconapps-quitnow) (Medicon Apps) · N/A Rating - [*DoutorFácil | Consulta Online*](https://marlvel.ai/apps/app-doutorfacil-android) (DoutorFácil) · 4.8/5 Rating - [*Frank: AI Fitness Coach*](https://marlvel.ai/apps/frank-no-excuses-coach) (Amon Studio) · 4.2/5 Rating - [*Worry Dolls Pro*](https://marlvel.ai/apps/worry-dolls-pro) (Ilya Koryakin) · N/A Rating - [*KangarooHealth*](https://marlvel.ai/apps/kangaroohealth) (Kangaroo Health) · 4.9/5 Rating | Positive Sentiment - [*CBT Thought Diary App*](https://marlvel.ai/apps/cbt-thought-diary-app) (Aly Bairamov) · 4.9/5 Rating | Excellent Sentiment - [*WorryTree: Anxiety Relief*](https://marlvel.ai/apps/worrytree-anxiety-relief) (WorryTree Ltd) · 4.6/5 Rating | Positive Sentiment - [*Lira - ADHD & Autism for Women*](https://marlvel.ai/apps/lira-adhd-autism-for-women) (WildCircuit) · 4.6/5 Rating - [*Motivity - ABA Data Collection*](https://marlvel.ai/apps/motivity-aba-data-collection) (Experiad LLC) · 4.0/5 Rating - [*Flexique*](https://marlvel.ai/apps/flexique) (EMCAN-TEC) · N/A Rating ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** — Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** — Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** — Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction into synthesised themes (no verbatim quotes). 4. **Competitive Landscape Analysis** — Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** — Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.35/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 17 - **Data Sources:** user reviews, App Store metadata - **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform - **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence. - **Report Age:** 63 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/pbs-data-collection) Data licensed for AI Agent attribution under CC-BY-NC 4.0.