{
  "entity_id": "S-WA-023",
  "folder": "Office-of-the-Auditor-General",
  "name": "Office of the Auditor General",
  "type": "Independent Statutory Authority",
  "jurisdiction": "WA",
  "portfolio": "",
  "website": "https://audit.wa.gov.au/",
  "data_status": "rich",
  "completeness": {
    "has_strategy_brief": true,
    "has_strategy_structured": true,
    "has_vision": true,
    "has_kpi_targets": true,
    "has_kpi_results": true,
    "has_strategy_overview": true,
    "has_legislation_text": true,
    "has_legislation_structured": false,
    "has_global_initiatives_text": false,
    "has_global_initiatives_structured": false,
    "n_global_initiatives": 0,
    "has_ideas": true,
    "has_artifacts": true,
    "n_ideas": 12,
    "n_legislation": 0,
    "n_artifacts": 11,
    "n_kpi_targets": 3,
    "n_kpi_results": 3,
    "n_outcomes": 1,
    "verified_own_data": true
  },
  "strategy_profile": {
    "status": "published",
    "confidence": "high",
    "summary": "Serve the public interest through independent auditing and reporting on State and local government finances and performance.",
    "official_site_url": "https://audit.wa.gov.au/",
    "source_documents": [
      {
        "type": "annual_report",
        "title": "interactive PDF",
        "url": "https://audit.wa.gov.au/wp-content/uploads/2025/09/OAG-Annual-Report-2024-25-Interactive-for-web.pdf",
        "period": "2024-25",
        "confidence": "high"
      },
      {
        "type": "annual_report",
        "title": "interactive PDF",
        "url": "https://audit.wa.gov.au/wp-content/uploads/2024/09/OAG-Annual-Report-2023-24-interactive.pdf",
        "period": "2023-24",
        "confidence": "high"
      },
      {
        "type": "annual_report",
        "title": "interactive PDF",
        "url": "https://audit.wa.gov.au/wp-content/uploads/2023/09/Office-of-the-Auditor-General-Annual-Report-2022-2023-interactive.pdf",
        "period": "2022-23",
        "confidence": "high"
      },
      {
        "type": "annual_report",
        "title": "interactive PDF",
        "url": "https://audit.wa.gov.au/wp-content/uploads/2022/09/Office-of-the-Auditor-General-Annual-Report-2021-2022-Interactive.pdf",
        "period": "2021-22",
        "confidence": "high"
      },
      {
        "type": "annual_report",
        "title": "full interactive PDF",
        "url": "https://audit.wa.gov.au/wp-content/uploads/2021/08/OAG-Annual-Report-2020-2021-Interactive.pdf",
        "period": "2020-21",
        "confidence": "high"
      },
      {
        "type": "strategie",
        "title": "Strategic Plan 2025-30",
        "url": "https://audit.wa.gov.au/wp-content/uploads/2026/02/OAG-Strategic-Plan-2025-2030.pdf",
        "period": "2026",
        "confidence": "medium"
      }
    ],
    "purpose": {
      "text": "Serve the public interest through independent auditing and reporting on State and local government finances and performance.",
      "source_url": "",
      "source_page": null,
      "source_deep_url": ""
    },
    "vision": {
      "text": "Supporting accountability and continuous improvement in the public sector through an informed Parliament and community.",
      "source_url": "",
      "source_page": 2,
      "source_deep_url": ""
    },
    "strategic_priorities": [
      {
        "title": "Strengthening our capability",
        "description": "Strengthening our capability",
        "source_url": "",
        "source_page": 26,
        "source_deep_url": ""
      },
      {
        "title": "Demonstrating excellence",
        "description": "Demonstrating excellence",
        "source_url": "",
        "source_page": 26,
        "source_deep_url": ""
      },
      {
        "title": "Delivering results",
        "description": "Delivering results",
        "source_url": "",
        "source_page": 26,
        "source_deep_url": ""
      },
      {
        "title": "Adapting and innovating",
        "description": "Adapting and innovating",
        "source_url": "",
        "source_page": 26,
        "source_deep_url": ""
      }
    ],
    "values": [
      {
        "name": "integrity",
        "description": "",
        "source_url": "",
        "source_page": null
      },
      {
        "name": "quality",
        "description": "",
        "source_url": "",
        "source_page": null
      },
      {
        "name": "service",
        "description": "",
        "source_url": "",
        "source_page": null
      }
    ],
    "outcomes": [
      {
        "name": "Outcome 1: Supporting accountability and continuous improvement in the public sector",
        "description": "Our mandate was expanded to include the financial and performance audit of the local government sector to increase transparency and accountability of the sector and provide assurance to the Parliament and the community.",
        "activities": [
          "financial and performance audit of local government sector",
          "enhancing data analytics for audit efficiency"
        ],
        "source_url": "",
        "source_page": 29,
        "source_deep_url": ""
      }
    ],
    "performance_measures": [
      {
        "code": "CCE01",
        "measure": "audit cost per million dollars of total public sector expenditure",
        "target": "576",
        "latest_result": "576",
        "status": "Achieved",
        "target_source_url": "",
        "target_source_page": 20,
        "result_source_url": "https://audit.wa.gov.au/wp-content/uploads/2025/09/OAG-Annual-Report-2024-25-Interactive-for-web.pdf",
        "result_source_page": 20
      },
      {
        "code": "CCE02",
        "measure": "average number of days taken to issue financial audit opinions for State government entities",
        "target": "68",
        "latest_result": "68",
        "status": "Achieved",
        "target_source_url": "",
        "target_source_page": 20,
        "result_source_url": "https://audit.wa.gov.au/wp-content/uploads/2025/09/OAG-Annual-Report-2024-25-Interactive-for-web.pdf",
        "result_source_page": 20
      },
      {
        "code": "CCE03",
        "measure": "average number of days taken to issue financial audit opinions for local government entities",
        "target": "68",
        "latest_result": "70",
        "status": "Partially achieved",
        "target_source_url": "",
        "target_source_page": 20,
        "result_source_url": "https://audit.wa.gov.au/wp-content/uploads/2025/09/OAG-Annual-Report-2024-25-Interactive-for-web.pdf",
        "result_source_page": 20
      }
    ],
    "document_alignment_terms": {
      "must_support": [
        "Serve the public interest through independent auditing and reporting on State and local government finances and performance.",
        "Supporting accountability and continuous improvement in the public sector through an informed Parliament and community.",
        "Strengthening our capability",
        "Demonstrating excellence",
        "Delivering results",
        "Adapting and innovating"
      ],
      "watch_terms": [
        "audit cost per million dollars of total public sector expenditure",
        "average number of days taken to issue financial audit opinions for State government entities",
        "average number of days taken to issue financial audit opinions for local government entities"
      ],
      "avoid_claiming_without_evidence": []
    },
    "review_note": ""
  },
  "global_initiatives": null,
  "strategy": {
    "reporting_period": "2024-25",
    "corporate_plan_period": "2025-26",
    "vision": "Supporting accountability and continuous improvement in the public sector through an informed Parliament and community.",
    "vision_source_page": 2,
    "purposes": "Serve the public interest through independent auditing and reporting on State and local government finances and performance.",
    "purposes_source_page": null,
    "how_we_deliver": "We are often asked, 'who audits the Auditor General'? The answer is that many people do. Various oversight and review processes hold us accountable to those we serve.",
    "how_we_deliver_source_page": null,
    "government_priorities": [
      {
        "text": "Strengthening our capability",
        "source_page": 26
      },
      {
        "text": "Demonstrating excellence",
        "source_page": 26
      },
      {
        "text": "Delivering results",
        "source_page": 26
      },
      {
        "text": "Adapting and innovating",
        "source_page": 26
      }
    ],
    "outcomes": [
      {
        "name": "Outcome 1: Supporting accountability and continuous improvement in the public sector",
        "description": "Our mandate was expanded to include the financial and performance audit of the local government sector to increase transparency and accountability of the sector and provide assurance to the Parliament and the community.",
        "key_activities": [
          "financial and performance audit of local government sector",
          "enhancing data analytics for audit efficiency"
        ],
        "source_page": 29
      }
    ],
    "values": [
      "integrity",
      "quality",
      "service"
    ],
    "values_framework_name": null,
    "kpi_targets_2025_26": [
      {
        "code": "CCE01",
        "measure": "audit cost per million dollars of total public sector expenditure",
        "target": "576",
        "source_page": 20
      },
      {
        "code": "CCE02",
        "measure": "average number of days taken to issue financial audit opinions for State government entities",
        "target": "68",
        "source_page": 20
      },
      {
        "code": "CCE03",
        "measure": "average number of days taken to issue financial audit opinions for local government entities",
        "target": "68",
        "source_page": 20
      }
    ],
    "kpi_results_2024_25": [
      {
        "code": "CCE01",
        "measure": "audit cost per million dollars of total public sector expenditure",
        "result": "576",
        "status": "Achieved",
        "source_page": 20
      },
      {
        "code": "CCE02",
        "measure": "average number of days taken to issue financial audit opinions for State government entities",
        "result": "68",
        "status": "Achieved",
        "source_page": 20
      },
      {
        "code": "CCE03",
        "measure": "average number of days taken to issue financial audit opinions for local government entities",
        "result": "70",
        "status": "Partially achieved",
        "source_page": 20
      }
    ],
    "_source_urls": {
      "annual_report_url": "https://audit.wa.gov.au/wp-content/uploads/2025/09/OAG-Annual-Report-2024-25-Interactive-for-web.pdf",
      "corporate_plan_url": ""
    }
  },
  "ideas": [
    {
      "entity_id": "S-WA-023",
      "entity_name": "Office of the Auditor General",
      "folder_name": "Office-of-the-Auditor-General",
      "category": "Risk & Assurance",
      "scale": "small",
      "title": "Recommendation tracker for audits, reviews, and inquiries",
      "idea": "Publish a single internal tracker for audit/review recommendations, owners, due dates, and implementation evidence.",
      "quote": "[Page 79]\n% Agree\nStatement 2018-19 2019-20 2020-21 2021-22 2022-23\nThe auditors conducted themselves\n96 97 98 97 94\nprofessionally during the audit\nThe auditors were responsive to our\n90 91 82 78 84\nneeds\nThe OAG’s management letters\ncommunicated the audit findings and 90 96 89 90 93\nissues clearly\nThe Auditor General's audit opinion\n96 94 87 77 79\nwas issued in a timely manner\nWe value the assurance we obtain\nfrom the audit of our statutory 98 95 94 94 94\nfinancial statements\nWe value the OAG's\nrecommendations to improve the\n98 93 89 90 88\nfinancial management and internal\ncontrols of our organisation\nTable 16: Selected State government entity financial audit survey results\nstluser\ngnirevileD\nWhat audited entities said\n93% 94%\nagree OAG’s value the assurance\nmanagement letters they obtain from the\ncommunicated the audit of their statutory\naudit findings and financial statements",
      "impact": "High",
      "effort": "Low",
      "proof": "Evidence-backed",
      "beneficiaries": "Executives / assurance teams",
      "source": "annual-reports/2022-23.pdf (https://audit.wa.gov.au/wp-content/uploads/2023/09/Office-of-the-Auditor-General-Annual-Report-2022-2023-interactive.pdf)",
      "implementation": [
        "Pick one high-volume process or document family.",
        "Name an owner and baseline current volume, time, cost, and satisfaction.",
        "Run a 4-8 week pilot with clear before/after metrics.",
        "Publish lessons and decide whether to scale."
      ],
      "risks": [
        "Privacy and data quality",
        "Change fatigue",
        "Unclear accountability",
        "Regulatory capture",
        "Over-automation of judgement"
      ]
    },
    {
      "entity_id": "S-WA-023",
      "entity_name": "Office of the Auditor General",
      "folder_name": "Office-of-the-Auditor-General",
      "category": "Risk & Assurance",
      "scale": "large",
      "title": "Integrated assurance and lessons-learned system",
      "idea": "Create an assurance system that connects audit findings, risk registers, delivery reviews, and investment decisions.",
      "quote": "[Page 79]\n% Agree\nStatement 2018-19 2019-20 2020-21 2021-22 2022-23\nThe auditors conducted themselves\n96 97 98 97 94\nprofessionally during the audit\nThe auditors were responsive to our\n90 91 82 78 84\nneeds\nThe OAG’s management letters\ncommunicated the audit findings and 90 96 89 90 93\nissues clearly\nThe Auditor General's audit opinion\n96 94 87 77 79\nwas issued in a timely manner\nWe value the assurance we obtain\nfrom the audit of our statutory 98 95 94 94 94\nfinancial statements\nWe value the OAG's\nrecommendations to improve the\n98 93 89 90 88\nfinancial management and internal\ncontrols of our organisation\nTable 16: Selected State government entity financial audit survey results\nstluser\ngnirevileD\nWhat audited entities said\n93% 94%\nagree OAG’s value the assurance\nmanagement letters they obtain from the\ncommunicated the audit of their statutory\naudit findings and financial statements",
      "impact": "Very High",
      "effort": "High",
      "proof": "Evidence-backed",
      "beneficiaries": "Executives / assurance teams",
      "source": "annual-reports/2022-23.pdf (https://audit.wa.gov.au/wp-content/uploads/2023/09/Office-of-the-Auditor-General-Annual-Report-2022-2023-interactive.pdf)",
      "implementation": [
        "Create a senior responsible owner and cross-functional delivery team.",
        "Map legislation, data, privacy, procurement, cyber, and workforce constraints.",
        "Co-design with users and frontline staff before technology selection.",
        "Stage delivery through pilots, benefits tracking, and public reporting."
      ],
      "risks": [
        "Privacy and data quality",
        "Change fatigue",
        "Unclear accountability",
        "Regulatory capture",
        "Over-automation of judgement"
      ]
    },
    {
      "entity_id": "S-WA-023",
      "entity_name": "Office of the Auditor General",
      "folder_name": "Office-of-the-Auditor-General",
      "category": "Data & Performance",
      "scale": "small",
      "title": "KPI evidence register with named owners",
      "idea": "Create a simple register mapping each KPI to source data, owner, frequency, target, and last result.",
      "quote": "[pages 14,15,16,17]\n5,158 Economic development 3 9\nNumber of approved full-time Social and environment 3 8\n182 186\nequivalent (FTE)\nGovernance 20 2\nTable 1: Key elements of our financial performance\nTotal 33 33\nThe total cost of services is lower due to staff vacancies and delay in Table 2: Our effectiveness indicator\ncompletion of some audits which impacted revenue from audit fees and\nThis financial year, we met our target as well as the 3 year overall\nnet cost of services.\nreporting target (Table 3), although our performance against category\ntargets was mixed.",
      "impact": "High",
      "effort": "Low",
      "proof": "Evidence-backed",
      "beneficiaries": "Executives / Parliament / public",
      "source": "annual-reports/2020-21.pdf (https://audit.wa.gov.au/wp-content/uploads/2021/08/OAG-Annual-Report-2020-2021-Interactive.pdf)",
      "implementation": [
        "Pick one high-volume process or document family.",
        "Name an owner and baseline current volume, time, cost, and satisfaction.",
        "Run a 4-8 week pilot with clear before/after metrics.",
        "Publish lessons and decide whether to scale."
      ],
      "risks": [
        "Privacy and data quality",
        "Change fatigue",
        "Unclear accountability"
      ]
    },
    {
      "entity_id": "S-WA-023",
      "entity_name": "Office of the Auditor General",
      "folder_name": "Office-of-the-Auditor-General",
      "category": "Data & Performance",
      "scale": "large",
      "title": "Outcome dashboard linking budget, delivery, and public impact",
      "idea": "Build a public-facing outcome dashboard showing spend, outputs, outcomes, and delivery confidence.",
      "quote": "[pages 14,15,16,17]\n5,158 Economic development 3 9\nNumber of approved full-time Social and environment 3 8\n182 186\nequivalent (FTE)\nGovernance 20 2\nTable 1: Key elements of our financial performance\nTotal 33 33\nThe total cost of services is lower due to staff vacancies and delay in Table 2: Our effectiveness indicator\ncompletion of some audits which impacted revenue from audit fees and\nThis financial year, we met our target as well as the 3 year overall\nnet cost of services.\nreporting target (Table 3), although our performance against category\ntargets was mixed.",
      "impact": "Very High",
      "effort": "High",
      "proof": "Evidence-backed",
      "beneficiaries": "Executives / Parliament / public",
      "source": "annual-reports/2020-21.pdf (https://audit.wa.gov.au/wp-content/uploads/2021/08/OAG-Annual-Report-2020-2021-Interactive.pdf)",
      "implementation": [
        "Create a senior responsible owner and cross-functional delivery team.",
        "Map legislation, data, privacy, procurement, cyber, and workforce constraints.",
        "Co-design with users and frontline staff before technology selection.",
        "Stage delivery through pilots, benefits tracking, and public reporting."
      ],
      "risks": [
        "Privacy and data quality",
        "Change fatigue",
        "Unclear accountability"
      ]
    },
    {
      "entity_id": "S-WA-023",
      "entity_name": "Office of the Auditor General",
      "folder_name": "Office-of-the-Auditor-General",
      "category": "Citizen Services",
      "scale": "small",
      "title": "Plain-language service pages and proactive status updates",
      "idea": "Rewrite high-volume pages and letters into plain language, add status notifications, and measure contact reduction.",
      "quote": "13,348 12,505\nState Government\nNet cost of services 44,163 41,276 2024-25 2024-25\nReport category Actual Target Status\nNet increase/(decrease) in cash held 2,205 (504)\nService delivery 2 8\nTotal equity 20,189 20,541\nEconomic development 2 4\nTable 1: Key elements of our financial performance\nSocial and environment 3 4\nThe total cost of services is higher as a result of increases in public\nGovernance 17 12\nsector wages, professional services costs and the time required to\nresolve prior-year audit findings.",
      "impact": "High",
      "effort": "Low",
      "proof": "Evidence-backed",
      "beneficiaries": "Citizens / service users",
      "source": "annual-reports/2024-25.pdf (https://audit.wa.gov.au/wp-content/uploads/2025/09/OAG-Annual-Report-2024-25-Interactive-for-web.pdf)",
      "implementation": [
        "Pick one high-volume process or document family.",
        "Name an owner and baseline current volume, time, cost, and satisfaction.",
        "Run a 4-8 week pilot with clear before/after metrics.",
        "Publish lessons and decide whether to scale."
      ],
      "risks": [
        "Privacy and data quality",
        "Change fatigue",
        "Unclear accountability",
        "Digital exclusion",
        "Low public trust if feedback is not acted on"
      ]
    },
    {
      "entity_id": "S-WA-023",
      "entity_name": "Office of the Auditor General",
      "folder_name": "Office-of-the-Auditor-General",
      "category": "Citizen Services",
      "scale": "large",
      "title": "Single front door for life-event based services",
      "idea": "Bundle services around life events so citizens can complete related steps across agencies in one journey.",
      "quote": "13,348 12,505\nState Government\nNet cost of services 44,163 41,276 2024-25 2024-25\nReport category Actual Target Status\nNet increase/(decrease) in cash held 2,205 (504)\nService delivery 2 8\nTotal equity 20,189 20,541\nEconomic development 2 4\nTable 1: Key elements of our financial performance\nSocial and environment 3 4\nThe total cost of services is higher as a result of increases in public\nGovernance 17 12\nsector wages, professional services costs and the time required to\nresolve prior-year audit findings.",
      "impact": "Very High",
      "effort": "High",
      "proof": "Evidence-backed",
      "beneficiaries": "Citizens / service users",
      "source": "annual-reports/2024-25.pdf (https://audit.wa.gov.au/wp-content/uploads/2025/09/OAG-Annual-Report-2024-25-Interactive-for-web.pdf)",
      "implementation": [
        "Create a senior responsible owner and cross-functional delivery team.",
        "Map legislation, data, privacy, procurement, cyber, and workforce constraints.",
        "Co-design with users and frontline staff before technology selection.",
        "Stage delivery through pilots, benefits tracking, and public reporting."
      ],
      "risks": [
        "Privacy and data quality",
        "Change fatigue",
        "Unclear accountability",
        "Digital exclusion",
        "Low public trust if feedback is not acted on"
      ]
    },
    {
      "entity_id": "S-WA-023",
      "entity_name": "Office of the Auditor General",
      "folder_name": "Office-of-the-Auditor-General",
      "category": "Regulation & Policy",
      "scale": "small",
      "title": "Regulatory burden scan for forms, guidance, and reporting",
      "idea": "Identify the top 10 highest-friction reporting obligations and simplify guidance, forms, or evidence requirements.",
      "quote": "As a leader in employee cultural and linguistic diversity the framework outlines our commitment to the\n3 multicultural policy priorities that support the principles and objectives of the Western Australian Charter of Multiculturalism:\n• Policy priority 1 – Harmonious and inclusive communities\n• Policy priority 2 – Culturally responsive policies, programs and services\n• Policy priority 3 – Economic, social, cultural, civic and political participation.",
      "impact": "High",
      "effort": "Low",
      "proof": "Evidence-backed",
      "beneficiaries": "Regulated entities / policy teams",
      "source": "annual-reports/2020-21.pdf (https://audit.wa.gov.au/wp-content/uploads/2021/08/OAG-Annual-Report-2020-2021-Interactive.pdf)",
      "implementation": [
        "Pick one high-volume process or document family.",
        "Name an owner and baseline current volume, time, cost, and satisfaction.",
        "Run a 4-8 week pilot with clear before/after metrics.",
        "Publish lessons and decide whether to scale."
      ],
      "risks": [
        "Privacy and data quality",
        "Change fatigue",
        "Unclear accountability",
        "Regulatory capture",
        "Over-automation of judgement"
      ]
    },
    {
      "entity_id": "S-WA-023",
      "entity_name": "Office of the Auditor General",
      "folder_name": "Office-of-the-Auditor-General",
      "category": "Regulation & Policy",
      "scale": "large",
      "title": "Adaptive regulation program with live feedback loops",
      "idea": "Create an adaptive regulation model using sandboxes, industry data, risk scoring, and regular rule updates.",
      "quote": "As a leader in employee cultural and linguistic diversity the framework outlines our commitment to the\n3 multicultural policy priorities that support the principles and objectives of the Western Australian Charter of Multiculturalism:\n• Policy priority 1 – Harmonious and inclusive communities\n• Policy priority 2 – Culturally responsive policies, programs and services\n• Policy priority 3 – Economic, social, cultural, civic and political participation.",
      "impact": "Very High",
      "effort": "High",
      "proof": "Evidence-backed",
      "beneficiaries": "Regulated entities / policy teams",
      "source": "annual-reports/2020-21.pdf (https://audit.wa.gov.au/wp-content/uploads/2021/08/OAG-Annual-Report-2020-2021-Interactive.pdf)",
      "implementation": [
        "Create a senior responsible owner and cross-functional delivery team.",
        "Map legislation, data, privacy, procurement, cyber, and workforce constraints.",
        "Co-design with users and frontline staff before technology selection.",
        "Stage delivery through pilots, benefits tracking, and public reporting."
      ],
      "risks": [
        "Privacy and data quality",
        "Change fatigue",
        "Unclear accountability",
        "Regulatory capture",
        "Over-automation of judgement"
      ]
    },
    {
      "entity_id": "S-WA-023",
      "entity_name": "Office of the Auditor General",
      "folder_name": "Office-of-the-Auditor-General",
      "category": "Staff Productivity",
      "scale": "small",
      "title": "Reusable briefing and summary assistant for internal documents",
      "idea": "Create controlled templates for summarising reports, submissions, minutes, and ministerial briefs.",
      "quote": "[Page 83]\n2020-21 reports\nReport 13 Report 14 Report 15\nOpinion on Ministerial Opinion on Ministerial Opinions on Ministerial\nNotification – Release of Notification – Hotel Perth Notifications – Tax and Funding\nSchedule of Stumpage Rates Campaign Reports Information Relating to\nRacing and Wagering Western\nKPI category – Governance KPI category – Governance\nAustralia\nTabled – 24 February 2021 Tabled – 24 February 2021\nKPI category – Governance\nTabled – 26 February 2021\nIn this report the Auditor General found a In this report the Auditor General found the\ndecision by the Minister for Forestry not to decision by the former Minister for Tourism\nprovide Parliament with all the information not to provide Parliament with 5 post-\nIn this report the Auditor General found 2\nused to calculate payments to sharefarmers campaign performance reports in full and",
      "impact": "High",
      "effort": "Low",
      "proof": "Evidence-backed",
      "beneficiaries": "APS staff / executives",
      "source": "annual-reports/2020-21.pdf (https://audit.wa.gov.au/wp-content/uploads/2021/08/OAG-Annual-Report-2020-2021-Interactive.pdf)",
      "implementation": [
        "Pick one high-volume process or document family.",
        "Name an owner and baseline current volume, time, cost, and satisfaction.",
        "Run a 4-8 week pilot with clear before/after metrics.",
        "Publish lessons and decide whether to scale."
      ],
      "risks": [
        "Privacy and data quality",
        "Change fatigue",
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