What is Qualitative Observation? Definition, Types, Examples

Appinio Research · 03.05.2024 · 30min read

What is Qualitative Observation Definition Types Examples

Have you ever wondered how researchers gain deep insights into human behavior and social interactions? Qualitative observation offers a fascinating window into the complexities of everyday life, allowing researchers to immerse themselves in natural settings and observe people in their element. From bustling city streets to quiet coffee shops, qualitative observation captures the nuances, subtleties, and context-specific dynamics that shape human experiences.

In this guide, we'll explore the definition, purpose, methods, and applications of qualitative observation, providing practical insights and tips for conducting meaningful research and understanding the world around us. Whether you're a student delving into the realm of social sciences or a curious individual eager to explore the intricacies of human behavior, this guide will equip you with the knowledge and skills to navigate the fascinating terrain of qualitative observation with confidence and clarity.

What is Qualitative Observation?

Qualitative observation is a research method used to gather detailed insights into human behavior, experiences, and interactions through direct observation in natural settings. Unlike quantitative methods that rely on numerical data and statistical analysis, qualitative observation focuses on capturing the richness, complexity, and context of social phenomena through descriptive and interpretive means.


The primary purpose of qualitative observation is to deepen understanding and generate insights into the subjective experiences, perspectives, and behaviors of individuals and groups within their natural environments. By immersing researchers in the context of the study, qualitative observation facilitates the exploration of social dynamics, cultural norms, and contextual factors that shape human behavior.

Importance of Qualitative Observation in Research

  • Richness of Insights: Qualitative observation allows researchers to explore the depth and complexity of human behavior and interactions in real-world settings, providing rich and detailed insights that may not be captured through quantitative methods alone.
  • Contextual Understanding: By immersing researchers in the natural environments of participants, qualitative observation enables the exploration of behavior within its social, cultural, and environmental contexts. This contextual understanding is essential for interpreting and making sense of human actions and interactions.
  • Theory Development: Qualitative observation contributes to theory development by generating new hypotheses, concepts, and frameworks grounded in empirical evidence and real-world observations. It allows researchers to uncover patterns, themes, and relationships that inform theoretical perspectives and models.
  • Informing Practice: In addition to its role in academic research, qualitative observation has practical applications in various fields, including education, healthcare, business, and social services. It informs decision-making, program development, and policy formulation by providing insights into people's needs, preferences, and experiences.
  • Enhanced Validity: Qualitative observation enhances the validity and credibility of research findings by complementing quantitative data with rich, contextualized insights. Triangulation of data sources and methods increases the robustness of research conclusions and reduces the risk of bias or misinterpretation.
  • Personal Development: Beyond its role in academic and professional contexts, qualitative observation offers opportunities for personal growth and development. Engaging in observation and reflection fosters empathy, cultural competence, and critical thinking skills, enhancing researchers' capacity to navigate diverse social contexts and understand human behavior.

Qualitative observation is not only a valuable research method but also a powerful tool for understanding and navigating the complexities of human behavior and social interactions in everyday life. Its emphasis on context, depth, and interpretation makes it a versatile and indispensable approach in both research and practice.

Understanding Qualitative Observation

Qualitative observation serves as a fundamental research method across various disciplines, providing rich insights into human behavior, social interactions, and cultural dynamics. To effectively utilize qualitative observation, it's crucial to understand its underlying principles and the different types of observation methods available.

Qualitative Observation Principles

Qualitative observation operates on several fundamental principles that shape the approach to data collection, analysis, and interpretation:

  • Subjectivity vs. Objectivity: Unlike quantitative methods that aim for objectivity and generalizability, qualitative observation acknowledges the subjective nature of human experiences. Researchers recognize their role as active participants in the research process, influencing the interpretation of data through their perspectives and biases.
  • Contextual Understanding: Qualitative observation emphasizes the importance of understanding behavior within its social, cultural, and environmental contexts. By immersing themselves in the natural settings of participants, researchers gain a deeper appreciation for the factors that shape human actions and interactions.
  • Holistic Perspective: Qualitative observation adopts a holistic approach to studying phenomena, focusing on the interconnectedness of various elements within a given context. Researchers seek to capture the complexity and nuance of human experiences, considering multiple layers of meaning and interpretation.
  • Inductive Reasoning: Qualitative observation often employs inductive reasoning, allowing patterns and themes to emerge from the data rather than imposing preconceived hypotheses or theories. This open-ended approach enables researchers to explore new insights and perspectives that may challenge existing paradigms.

Types of Qualitative Observation

Qualitative observation encompasses a diverse range of methods, each offering unique advantages and considerations for data collection and analysis:

  • Participant Observation: In participant observation, researchers immerse themselves in the natural settings of participants, actively engaging in social interactions and activities. By becoming part of the environment under study, researchers gain insider perspectives and access to rich, contextualized data. This method is particularly well-suited for studying cultural practices, group dynamics, and everyday behaviors.
  • Naturalistic Observation: Naturalistic observation involves observing people in their natural environments without intervention or manipulation by the researcher. Researchers adopt a passive role, simply observing and documenting behaviors as they naturally occur. This method provides authentic insights into real-world behaviors and interactions, free from artificial constraints or biases.
  • Structured Observation: Structured observation involves defining specific behaviors, events, or criteria for observation in advance. Researchers develop structured protocols or checklists to guide data collection, ensuring consistency and reliability across observations. While less flexible than participant and naturalistic observation, this method allows for standardized data collection and comparison across different contexts or groups.

Each type of qualitative observation offers distinct advantages and challenges, and researchers must carefully consider the appropriateness of each method based on their research goals, context, and ethical considerations.

Qualitative observation is an invaluable tool for gaining deep insights into human behavior and social interactions. With Appinio, conducting qualitative research becomes a seamless and efficient process, allowing researchers to collect real-time consumer insights in minutes without the hassle. By leveraging our intuitive platform and global reach, researchers can unlock a wealth of qualitative data to inform their decision-making and drive business success. Say goodbye to lengthy research processes and hello to actionable insights at your fingertips.

Ready to experience the power of Appinio for yourself? Book a demo today and discover how our platform can revolutionize your qualitative research endeavors!


How to Prepare for Qualitative Observation?

Before embarking on qualitative observation, thorough planning and preparation are essential to ensure the success and ethical integrity of your study.

1. Define Research Objectives

Defining clear and specific research objectives is the cornerstone of any qualitative observation study. Your research objectives serve as guiding principles that shape your study's scope, focus, and direction.

  • Identify Research Questions: Start by identifying the key questions you want to address through your qualitative observation. What phenomena are you interested in exploring? What specific aspects of human behavior or social interactions do you want to investigate?
  • Clarify Purpose and Scope: Clearly articulate the purpose and scope of your study. What do you hope to achieve through your observation? Are you aiming to generate new insights, test existing theories, or explore a particular phenomenon in depth?
  • Consider Practical Constraints: Take into account any practical constraints or limitations that may impact your research objectives, such as time, resources, and access to participants or observation settings. Set realistic goals that align with the available resources and logistical considerations.

2. Select Observation Methods

Once you've defined your research objectives, the next step is to select the most appropriate observation methods to achieve your goals. Qualitative observation offers a variety of techniques, each with its own strengths and considerations.

  • Research Objectives: Choose observation methods that align with your research objectives and questions. Consider whether you need to immerse yourself in the environment as a participant, observe behaviors from a distance, or use structured protocols for data collection.
  • Context and Setting: Take into account the specific context and setting of your study. Are you observing individuals in a naturalistic environment, such as a public space or workplace, or are you conducting observations within a controlled setting, such as a laboratory or simulated environment?
  • Ethical Considerations: Consider the ethical implications of different observation methods, particularly in terms of privacy, consent, and potential risks to participants. Ensure that your chosen methods adhere to ethical guidelines and respect the rights and dignity of participants.

3. Identify Observation Settings

Identifying the appropriate observation settings is crucial for ensuring the validity and relevance of your observations. The observation setting should provide access to the phenomena of interest while allowing for naturalistic and unobtrusive observation.

  • Access and Permissions: Obtain necessary permissions and access to the observation settings, whether they are public spaces, private institutions, or community settings. Seek cooperation from relevant stakeholders, such as facility managers, organizational leaders, or community members.
  • Naturalistic Environments: Whenever possible, choose observation settings that reflect the natural environments where the phenomena of interest naturally occur. This could include public spaces, workplaces, classrooms, homes, or other community settings.
  • Variety and Diversity: Consider the importance of sampling diverse observation settings to capture a range of experiences, perspectives, and contexts. Avoid over-reliance on a single setting or context, as this may limit the generalizability and richness of your observations.

4. Establish Ethical Guidelines

Given the potential impact on participants' privacy, autonomy, and well-being, ethical considerations are paramount in qualitative observation research. Establishing clear ethical guidelines helps ensure the ethical conduct of your study and protect the rights of participants.

  • Informed Consent: Obtain informed consent from participants before initiating any observation activities. Clearly explain the purpose, procedures, risks, and benefits of the study, and allow participants to make an informed decision about their participation.
  • Confidentiality and Anonymity: Protect participants' privacy and anonymity by keeping their identities and personal information confidential. Avoid using identifying information in your observations or reporting unless participants explicitly consent.
  • Respect for Autonomy: Respect the autonomy and agency of participants throughout the research process. Allow participants to withdraw from the study at any time without consequence and ensure that their decisions are respected without coercion or undue influence.
  • Minimization of Harm: Take proactive measures to minimize any potential harm or discomfort to participants arising from the observation process. Be attentive to signs of distress or discomfort and take appropriate steps to address them, including providing support or discontinuing the observation if necessary.

By carefully planning and preparing for qualitative observation, you can lay the foundation for a rigorous, ethical, and insightful study that contributes valuable insights to your field of inquiry.

How to Conduct Qualitative Observation?

Once you've completed the planning phase, it's time to immerse yourself in the field and start collecting data through qualitative observation. Let's take a look at the essential aspects of conducting qualitative observation.

Immersion in the Environment

Immersing yourself in the observation environment is crucial for gaining a deep understanding of the context, culture, and dynamics at play. To effectively immerse yourself:

  • Engage with the Environment: Actively participate in the activities and interactions occurring within the observation setting. Immerse yourself in the daily routines, rituals, and social dynamics to gain insider perspectives and insights.
  • Observe Unobtrusively: While actively engaging with the environment, strive to maintain a balance between active participation and unobtrusive observation. Avoid drawing undue attention to yourself or disrupting the natural flow of interactions.
  • Build Trust and Familiarity: Take the time to build trust and familiarity with the participants and stakeholders in the observation setting. Be approachable, respectful, and non-judgmental in your interactions, allowing participants to feel comfortable and open in your presence.

Building Rapport with Participants

Establishing rapport with participants is essential for gaining their cooperation and obtaining rich, meaningful data. To build rapport effectively:

  • Demonstrate Genuine Interest: Show genuine curiosity and interest in the participants' lives, experiences, and perspectives. Listen actively, ask open-ended questions, and express empathy and understanding.
  • Respect Cultural Sensitivities: Be mindful of cultural norms, values, and sensitivities that may influence your interactions with participants. Respect their cultural practices, traditions, and beliefs, and avoid imposing your own cultural biases or assumptions.
  • Be Transparent and Ethical: Be transparent about the purpose and objectives of your study, as well as the role of participants in the observation process. Ensure that participants understand their rights, including the option to withdraw from the study at any time.

Recording Observations

During observation sessions, recording detailed and accurate observations is essential for capturing the richness and complexity of human behavior and interactions. To record observations effectively:

  • Use Multiple Data Collection Methods: Employ a combination of data collection methods, such as field notes, audio recordings, video recordings, photographs, or sketches, to capture different aspects of the observation setting.
  • Document Contextual Details: Record not only what is happening but also the context, nuances, and subtleties of interactions. Note the physical environment, social dynamics, non-verbal cues, and emotional expressions that contribute to the overall context of the observation.
  • Maintain Objectivity and Neutrality: Strive to maintain objectivity and neutrality in your observations, avoiding personal biases or interpretations. Record observations objectively without filtering or distorting the data to fit preconceived notions or expectations.

Managing Observer Bias

Observer bias refers to the tendency of researchers to interpret observations in a way that aligns with their preconceived beliefs or expectations. To manage observer bias effectively:

  • Reflect on Personal Biases: Reflect on your own biases, assumptions, and perspectives that may influence your observations and interpretations. Be aware of how your background, experiences, and beliefs shape your perceptions of the observation setting and participants.
  • Seek Diverse Perspectives: Involve multiple observers or researchers in the observation process to mitigate individual biases and enhance the reliability and validity of the observations. Compare and discuss observations to identify and address any discrepancies or biases.
  • Triangulate Data Sources: Triangulate your observations with other data sources, such as interviews, surveys, or existing literature, to corroborate findings and minimize the impact of observer bias. Use multiple perspectives and sources of evidence to validate your interpretations.

By immersing yourself in the observation environment, building rapport with participants, recording detailed observations, and managing observer bias, you can conduct qualitative observation effectively and ethically, generating valuable insights into human behavior and social interactions.

Qualitative Observation Examples

Examples of qualitative observation abound in various contexts, offering valuable insights into human behavior, social interactions, and cultural dynamics. Here are a few illustrative examples to showcase the diverse applications and approaches of qualitative observation:

Ethnographic Studies

Ethnographic studies involve immersive, long-term observation of a specific group or community within its natural environment. For example, an ethnographer might live in a tribal community for an extended period, observing their daily routines, rituals, and social interactions. Through participant observation, interviews, and field notes, ethnographers gain deep insights into the cultural beliefs, practices, and norms of the community.

Classroom Observations

In education, qualitative observation plays a crucial role in understanding classroom dynamics, teaching practices, and student behaviors. Researchers may observe classroom activities, interactions between teachers and students, and instructional strategies to identify effective teaching methods and areas for improvement. By capturing the complexity of the learning environment, qualitative observation informs educational policy, curriculum development, and teacher training initiatives.

Workplace Observations

Qualitative observation is also valuable in studying organizational behavior and dynamics within the workplace. Researchers may observe employee interactions, communication patterns, and leadership styles to understand organizational culture, team dynamics, and factors influencing employee satisfaction and productivity. Workplace observations inform management practices, employee training programs, and organizational development strategies to foster a positive work environment and enhance performance.

Clinical Observations

In healthcare settings, qualitative observation studies patient-provider interactions, healthcare delivery processes, and patient experiences. Clinicians and researchers may observe medical consultations, treatment procedures, and patient interactions to identify barriers to effective care, communication challenges, and opportunities for patient-centered interventions. Clinical observations contribute to improving healthcare quality, patient satisfaction, and health outcomes.

Urban Planning and Design

In urban planning and design, qualitative observation helps researchers understand the built environment's impact on human behavior and well-being. Urban planners may observe pedestrian movement patterns, public space utilization, and community interactions to inform the design of cities, neighborhoods, and public infrastructure. Qualitative observation contributes to creating inclusive, accessible, and sustainable urban environments that enhance the quality of life for residents.


These examples demonstrate the versatility and significance of qualitative observation in generating insights, informing decision-making, and addressing complex social phenomena across diverse fields and contexts. Whether studying cultural practices in remote villages, classroom dynamics in schools, or patient experiences in healthcare settings, qualitative observation offers a powerful lens through which to explore the intricacies of human behavior and society.

How to Analyze Qualitative Data from Observation?

Analyzing qualitative data from observation involves systematically organizing, interpreting, and making sense of the rich and nuanced information gathered during the observation process.

Data Coding and Categorization

Data coding and categorization are fundamental processes in qualitative data analysis, enabling researchers to organize and structure the raw data into meaningful units for analysis. To effectively code and categorize qualitative data:

  • Open Coding: Begin by engaging in open coding, where you systematically review and categorize the data into initial codes or categories based on recurring patterns, themes, or concepts. This process involves breaking down the data into smaller units and identifying key concepts or ideas.
  • Axial Coding: Once you have generated initial codes, use axial coding to establish relationships and connections between codes. Look for patterns, associations, and linkages between different codes, grouping them into broader categories or themes.
  • Selective Coding: Finally, engage in selective coding to refine and prioritize the most salient and significant codes or themes that capture the essence of the data. Selective coding involves identifying core themes or concepts that emerge as central to the phenomenon under study and integrating them into a coherent narrative.

Identifying Patterns and Themes

Identifying patterns and themes is a central aspect of qualitative data analysis, allowing researchers to uncover underlying meanings, insights, and relationships within the data. To identify patterns and themes effectively:

  • Thematic Analysis: Conduct thematic analysis to systematically identify and explore recurring patterns, themes, or concepts within the data. This involves reviewing the coded data, looking for commonalities, variations, and outliers, and organizing them into meaningful clusters or themes.
  • Constant Comparison: Engage in continuous comparison, where you continually compare and contrast different segments of the data to identify similarities and differences. This iterative process allows themes to emerge organically from the data rather than imposing preconceived categories or frameworks.
  • Contextual Interpretation: Interpret the identified patterns and themes within the broader context of the observation setting, participants' experiences, and relevant theoretical frameworks. Consider the socio-cultural, historical, and environmental factors that may influence the emergence and significance of the themes.

Integrating Qualitative and Quantitative Data (if applicable)

In some research studies, it may be appropriate to integrate qualitative observation data with quantitative data from other sources to gain a comprehensive understanding of the phenomenon under study. To integrate qualitative and quantitative data effectively:

  • Mixed Methods Approach: Adopt a mixed methods approach, where qualitative observation data are triangulated with quantitative data collected through surveys, experiments, or secondary sources. This integration allows for a more holistic and nuanced analysis of the research problem, providing multiple perspectives and insights.
  • Complementary Analysis: Analyze qualitative and quantitative data separately to identify unique insights and patterns within each dataset. Then, integrate the findings through comparison, contrast, or synthesis to identify convergent or divergent themes and trends.
  • Data Transformation: Transform qualitative observation data into quantitative metrics or variables for comparative analysis with quantitative data. This may involve quantifying qualitative codes or themes into numerical scores or categories for statistical analysis.

Ensuring Data Trustworthiness and Reliability

Ensuring the trustworthiness and reliability of qualitative data is essential for establishing the validity and credibility of the research findings. To ensure data trustworthiness and reliability:

  • Credibility: Enhance credibility by employing rigorous data collection and analysis techniques, maintaining detailed documentation of the research process, and engaging in member checking, where participants review and validate the findings to ensure accuracy and authenticity.
  • Transferability: Enhance transferability by providing rich, detailed descriptions of the observation setting, participants, and data collection procedures, allowing readers to assess the applicability of the findings to other contexts or populations.
  • Dependability: Enhance dependability by ensuring transparency and consistency in the research process, including clear documentation of data collection methods, coding procedures, and analytical decisions. Engage in peer debriefing and external audits to verify the reliability of the findings.
  • Confirmability: Enhance confirmability by maintaining reflexivity throughout the research process, acknowledging and addressing personal biases or assumptions that may influence the interpretation of the data. Use transparent and systematic approaches to data analysis, allowing for independent verification by other researchers.

By systematically analyzing qualitative data from observation, researchers can uncover meaningful patterns, themes, and insights that provide rich insights into human behavior, social interactions, and cultural dynamics. By ensuring the trustworthiness and reliability of the data, researchers can generate robust and credible findings that contribute to the body of knowledge in their respective fields.

How to Report Qualitative Observation Findings?

Reporting findings from qualitative observation is a critical step in the research process. It enables researchers to communicate their insights, interpretations, and conclusions to the broader academic community and stakeholders. We'll explore the key considerations for effectively reporting findings from qualitative observation studies.

1. Choose the Right Format

Choosing the proper format for reporting your qualitative observation findings depends on various factors, including the nature of the research, the preferences of the target audience, and the intended impact of the study. Popular formats include:

  • Research Papers: Academic journals are a common platform for reporting qualitative observation findings. Research papers typically follow a standardized structure, including an abstract, introduction, methods, results, discussion, and conclusion sections. Choose a journal that specializes in qualitative research and aligns with the scope and focus of your study.
  • Reports: Reports provide a more comprehensive and detailed overview of the research findings, including background information, methods, results, and implications. Reports may be distributed to stakeholders, funding agencies, or organizational partners interested in the study outcomes.
  • Presentations: Presentations offer an opportunity to disseminate key findings and insights to a broader audience in a concise and engaging format. Consider presenting your findings at academic conferences, professional meetings, or community forums to share your research with peers and stakeholders.

2. Structure the Narrative

Structuring the narrative of your qualitative observation report is essential for guiding readers through the research process and facilitating understanding and interpretation of the findings. When structuring the narrative, make sure to include these elements:

  • Introduction: Provide an overview of the research problem, objectives, and significance of the study. Briefly summarize the research design, methods, and approach to qualitative observation.
  • Methods: Describe the methods used to conduct qualitative observation, including the observation setting, participants, data collection procedures, and ethical considerations. Provide sufficient detail to allow readers to assess the rigor and credibility of the study.
  • Results: Present the key findings and insights derived from qualitative observation. Organize the results thematically, highlighting recurring patterns, themes, or categories that emerged from the data. Use illustrative examples and quotes to support your interpretations.
  • Discussion: Interpret and discuss the implications of the findings in relation to the research objectives, theoretical frameworks, and existing literature. Explore the significance of the findings, their practical implications, and areas for further research.
  • Conclusion: Summarize the study's main findings and conclusions, emphasizing their relevance and contributions to the field. Reflect on the research's strengths and limitations and offer recommendations for future research or practice.

3. Incorporate Quotes and Examples

Incorporating quotes and examples from the qualitative observation data adds depth, richness, and authenticity to your report, helping to illustrate key themes, insights, and interpretations.

  • Selecting Representative Quotes: Choose quotes that capture the essence of participants' experiences, perspectives, and emotions. Select quotes that are vivid, compelling, and representative of the broader themes or patterns identified in the data.
  • Providing Contextual Information: Provide contextual information to accompany the quotes, including details about the participant, the observation setting, and the specific context in which the quote was obtained. This helps readers understand the significance and relevance of the quote within the broader narrative of the study.
  • Interpreting Quotes: Interpret and analyze the quotes within the discussion section of your report, providing insights into their meanings, implications, and contributions to the overall findings. Avoid simply presenting quotes without analysis or interpretation, as this may limit the depth of understanding for readers.

4. Address Limitations and Future Directions

Every research study, including qualitative observation, has its limitations and areas for improvement. Acknowledging and addressing these limitations is essential for maintaining transparency and credibility in your reporting.

  • Limitations: Identify and discuss any limitations or challenges encountered during the research process, such as sample size constraints, data collection biases, or contextual constraints. Be honest and transparent about the limitations of the study and their potential impact on the validity and generalizability of the findings.
  • Future Directions: Based on your study's findings, suggest potential avenues for future research or areas for further exploration. Consider unanswered questions, emerging themes, or areas of controversy that warrant further investigation. Offer recommendations for methodological improvements or alternative approaches to address the limitations identified.

By carefully choosing a suitable format, structuring the narrative effectively, incorporating quotes and examples, and addressing limitations and future directions, you can create a compelling and informative report that effectively communicates the findings of your qualitative observation study to the broader academic community and stakeholders.

Conclusion for Qualitative Observation

Qualitative observation is a powerful tool for understanding the richness and complexity of human behavior and social interactions. By immersing researchers in natural settings and allowing them to observe people in their everyday environments, qualitative observation offers unique insights that complement quantitative methods. From uncovering cultural norms and social dynamics to informing policy decisions and program development, qualitative observation has diverse applications across various fields, including academia, healthcare, business, and social services. Embracing the principles of subjectivity, contextuality, and inductive reasoning, qualitative observation empowers researchers to explore the depth and nuance of human experiences, ultimately contributing to our collective understanding of the world around us.

Furthermore, as we continue to navigate an increasingly interconnected and diverse world, the importance of qualitative observation only grows. Its emphasis on context, perspective, and interpretation enables researchers to bridge disciplinary boundaries, engage with diverse communities, and address complex social issues. By fostering empathy, cultural competence, and critical thinking skills, qualitative observation not only advances knowledge and scholarship but also promotes social justice, equity, and inclusion.

How to Conduct Qualitative Research in Minutes?

Introducing Appinio, the real-time market research platform revolutionizing qualitative observation. With Appinio, conducting your own market research is not only quick but also incredibly easy and intuitive. By leveraging Appinio's powerful platform, you can unlock real-time consumer insights and make informed, data-driven decisions for your business with ease. Say hello to a new era of market research that is exciting, intuitive, and seamlessly integrated into everyday decision-making.


Here's why you should consider using Appinio for your qualitative research needs:

  • From Questions to Insights in Minutes: With Appinio, you can go from formulating your research questions to gaining actionable insights in a matter of minutes. Say goodbye to long wait times and cumbersome research processes.
  • Intuitive Platform for Everyone: You don't need a PhD in research to use Appinio. Our platform is designed to be user-friendly and accessible to anyone, regardless of their level of expertise in market research.
  • Global Reach and Targeting: Define your target group with precision from over 1200 characteristics and survey respondents in over 90 countries. Whether you're interested in local or global insights, Appinio has you covered.


Join the loop 💌

Be the first to hear about new updates, product news, and data insights. We'll send it all straight to your inbox.

You can call this via showToast(message, { variant: 'normal' | 'error' }) function