At myCLEARopinion Insights Hub, data quality has always been at the core of our research philosophy. As a leading provider of high-quality B2B respondents, we empower businesses to connect with the professionals they need for accurate and actionable insights. With expertise across a wide range of industries, including Architecture, Engineering, Construction, HVACR/Plumbing/Mechanical Systems, Flooring, Food & Beverage, Manufacturing, Packaging, Restoration & Remediation, Roofing, and Security. We help companies make informed decisions by delivering targeted, reliable data from skilled industry professionals.
We are proud to announce that myCLEARopinion Insights Hub has officially joined the Global Data Quality (GDQ) Pledge, reinforcing our commitment to upholding the highest standards in research and analytics. Our services are flexible and tailored to your needs, whether you require full support or just specific elements of a project. We specialize in high-quality respondent access, programming, and questionnaire design and development consultation. Beyond these core offerings, we provide survey deployment, project management, data analysis, and reporting—ensuring a seamless research process from start to finish, with as much or as little support as needed for your project.
The GDQ Pledge is an industry-wide initiative dedicated to ensuring excellence in data quality across the research, insights, and analytics ecosystem. By joining this pledge, myCLEARopinion aligns with leading organizations that prioritize transparency, security, and ethical research practices.
• Uphold Rigorous Data Quality Standards: We maintain stringent verification processes, ensure participant consent, and implement secure survey practices to protect data integrity.
• Promote Transparency: We disclose the sources of our sample, adhere to industry-recognized quality benchmarks, and maintain clear documentation of our data quality processes.
• Protect Respondents: We follow national and international ethical guidelines, comply with global privacy regulations like GDPR, and design surveys that respect participant experience.
• Enable Education & Collaboration: We actively educate our employees, clients, and partners on best practices in data quality and advocate for continuous improvement across the industry.
• Engage in GDQ Initiatives: We support industry-wide efforts, participate in GDQ’s benchmarking programs, and adhere to consistent data quality terminology to strengthen trust in research.
Market research is only as valuable as the data it is built upon. By taking this pledge, myCLEARopinion Insights Hub reaffirms its responsibility to provide clients with the most accurate, reliable, and actionable insights. As part of a leading media publishing company, we leverage our audited and vetted subscriber base and industry-specific events to recruit high-quality respondents. This unique approach ensures reliable, targeted participants for your research needs. Our deep expertise in B2B research allows us to offer flexible solutions for both quantitative and qualitative studies. Our targeted approach ensures access to decision-makers and skilled professionals who drive industry trends, providing the insights businesses need to make informed, strategic decisions. Joining the GDQ Pledge is not just a one-time action, it’s an ongoing commitment to excellence. We will continue to evaluate and improve our data quality standards, working alongside industry leaders to elevate research practices worldwide. At myCLEARopinion Insights Hub, we believe that quality data leads to better insights, and better insights drive smarter decisions. We look forward to contributing to this mission as part of the Global Data Quality initiative.
Contact: Ariane Claire, Research Director, myCLEARopinion Insights Hub
A1: Joining the GDQ Pledge enhances data quality for clients by reinforcing rigorous validation processes, increasing transparency in respondent sourcing, and aligning with industry-leading ethical standards to ensure more reliable insights.
Strengthen respondent verification: By committing to the GDQ Pledge, we enhance our screening and validation processes, ensuring that survey participants are thoroughly vetted. This includes multi-step identity verification, fraud detection algorithms, and ongoing monitoring to eliminate low-quality or duplicate responses. As a result, clients receive more accurate and trustworthy data for decision-making.
Increase transparency in sourcing: Clients benefit from greater visibility into how respondents are recruited, we utilize our proprietary media properties to double opt in professionals and adhere to industry-recognized benchmarks for data sourcing and clearly document our methodology. This commitment helps businesses understand and trust the integrity of their sample data, reducing uncertainty in their market research findings.
Ensure compliance with global standards: By aligning with best practices in privacy, security, and ethical research, we safeguard respondent data and adhere to GDPR, CCPA, and other regulatory requirements. This minimizes compliance risks for clients and ensures they can use insights confidently without legal concerns or ethical dilemmas.
A2: Our verification processes ensure respondent authenticity by implementing multi-layered identity validation, fraud detection mechanisms, and continuous data quality monitoring to maintain the highest standards in research accuracy.
Multi-step identity verification: We utilize email validation, IP tracking, and digital fingerprinting to confirm respondent identity before they enter a survey. This prevents fraudulent responses from bots, duplicate accounts, or ineligible participants, ensuring only qualified individuals contribute to data collection.
Human-driven fraud detection: While we do utilize machine-learning to find some fraud, our system employs people to analyze response patterns, flag inconsistencies, and detect suspicious behavior, such as speeders, straight-lining, or mismatched geographic data. This real-time monitoring helps eliminate unreliable responses before they reach the final dataset.
Continuous quality control: We implement red-herring questions, attention checks, and manual review processes to further validate respondent engagement and authenticity. Additionally, our team performs post-survey audits to remove invalid responses, ensuring that clients receive only the most accurate and high-quality insights.
A3: myCLEARopinion Insights Hub measures and tracks improvements in data quality over time through rigorous performance monitoring, respondent scoring, and continuous benchmarking against industry standards.
Ongoing data validation audits: We conduct regular audits to assess response accuracy, engagement levels, and consistency across surveys. This includes tracking completion times, response variance, and duplicate entries to identify areas for improvement.
Respondent scoring and profiling: Our system assigns quality scores to participants based on historical response patterns, engagement levels, and compliance with screening criteria. Low-scoring respondents are flagged or removed from future studies, ensuring a continuously refined participant pool.
Industry benchmarking and analytics: We compare our data quality metrics against GDQ Pledge standards and other market research benchmarks. By analyzing dropout rates, fraud detection flags, and client feedback, we implement data-driven improvements to enhance research accuracy and reliability over time.