Market Research
Terminology Explained
A
Access panels
Sometimes also called a market research panel, an access panel is a group of people who have agreed to be part of survey panels. These people can then be contacted to take part in projects that align with their skillset and profile information.
Accompanied shopping
A specialist type of interview during which respondents are observed and interviewed as they interact with the brand in a shopping scenario (before, during and/or after purchase). Researchers can join the participant in-store, over the phone or online (see accompanied surf). Shoppers may be actively interviewed or passively observed. Accompanied shopping can help significantly with brand awareness and sentiment, which can lead to increases in ROI and customer loyalty.
Accompanied surf
A type of research where a respondent is observed interacting with an app or website. This can involve passive observation, prompts or interview questions. This research can be undertaken online (remotely), or in person (in a testing environment). This can include methods like eye tracking to record the respondent’s responses.
Ad concept testing
The process of using qualitative and quantitative research to test ad concepts or ad components. The testing process will measure things like consumer understanding and the relevance, appeal and impact of an ad campaign or concept.
Animatics
A stimulus material using frames from a video (e.g. television advert or social media video) that are drawn or animated rather than produced. These frames are then displayed (usually with narration or a soundtrack) for respondents. Researchers can then record their reactions before continuing into full video production.
Area sampling
A variety of research where respondents are grouped based on geographic location.
Attribute analysis
A type of market research designed to create lists of benefits or characteristics for a subject or product.
B
B2B research
B2B research looks at business-to-business transactions, interactions, and relationships. It focuses on understanding the dynamics, preferences, and needs within the business-to-business market, typically involving companies researching other companies as their target audience.
B2C research
B2C research (business-to-consumer research) involves the study and analysis of transactions, behaviours, and preferences within the business-to-consumer market. It involves understanding consumer behaviour, attitudes, motivations, and decision-making processes to inform marketing strategies and product development.
Bayes' theorem
Bayes' theorem, named after the Reverend Thomas Bayes, is a fundamental theorem in probability theory that describes the probability of an event based on prior knowledge of conditions that might be related to the event. For market research, Bayes’ theorem can estimate how likely it is that a target audience has a certain characteristic based on pre-existing data.
Behavioural science
Behavioural science is an interdisciplinary field that combines insights from psychology, economics, neuroscience, and other disciplines to understand human behaviour. It applies scientific methods to study how people make decisions, interact with their environment, and behave in various situations.
Bias
Within qualitative market research, bias typically refers to preconceptions that can influence a person’s decisions. It can also refer to poor moderation of a study, in which a moderator influences findings through their own biases. In general, bias can come from various sources such as cognitive biases, methodological limitations or cultural influences, and can impact the validity and reliability of findings.
Biometrics
Biometrics involves the measurement and analysis of unique biological or behavioural characteristics - for example, fingerprints, facial features, iris patterns, or voiceprints - to authenticate or identify individuals.
Blind market research
Blind market research refers to a research approach where the identity of the sponsor of the research or the purpose of the study is concealed from the respondents. This helps to reduce the risk of bias and ensure that responses are based solely on the merits of the questions asked and not influenced by preconceptions or expectations.
Brand equity modelling
Brand Equity Modelling can be used to quantify the strength of a brand based on various factors such as brand awareness, brand perception, brand loyalty, and brand associations. It aims to assess the financial impact and competitive advantage of a brand within the market.
Brand fit
Brand fit refers to the degree of compatibility between a brand and its target audience, values, and positioning within the market. It involves assessing whether a brand's attributes, messaging and overall image resonate with the preferences and expectations of its intended consumers.
Brand mapping
Brand Mapping is a technique used to visually represent the positioning of brands within a market or industry relative to each other and to specific attributes. Usually, it will involve showing a group of brand names to respondents and asking them to categorise them based on set attributes - e.g. value, quality and diversity.
Brand price trade-off research
Brand price trade-off research involves studying consumer preferences and decision-making processes regarding the trade-offs between brand attributes and price. It aims to understand how consumers perceive value, assess willingness to pay, and make choices when faced with different price points and brand offerings in the market.
C
Canonical correlations
Canonical correlation is a statistical technique used to measure the relationships between two sets of variables. It determines the strength and direction of the linear association between multiple independent variables (e.g. Age, Gender) and multiple dependent variables (e.g. Colour Choice).
CAPI (computer-assisted personal interviewing)
CAPI, short for computer-assisted personal interviewing, is a method of conducting surveys or interviews where an interviewer uses a computer or tablet to administer the survey questions in person to the respondent. It allows for real-time data entry and validation.
Cartoon completion
Cartoon completion is a qualitative research technique where respondents are asked to complete or add to a partially drawn cartoon or image. This method is often used to elicit insights, perceptions, or emotions in a non-verbal and creative way.
CATS (completely automated telephone surveys)
CATS are surveys conducted via automated systems where respondents interact with pre-recorded voice messages and keypad responses. This method is efficient for large-scale data collection but lacks the flexibility of human interviewers.
Causal research
Causal research is a type of scientific investigation that seeks to identify cause-and-effect relationships between variables. It involves manipulating one or more independent variable(s) to observe the effect on a dependent variable, aiming to establish a causal link.
CAWI (computer-assisted web interviewing)
CAWI is a method of conducting surveys or interviews over the internet using online survey software. Respondents complete the questionnaire via a web browser, and data is collected electronically.
Census
A census is a research method that involves collecting data from every member of a population or sample group, rather than from a subset or sample. It provides comprehensive information about the entire population and is often used in government surveys or official statistics.
CHAID (Chi-squared Automatic Interaction Detection)
CHAID (Chi-squared Automatic Interaction Detection) is a method used to find patterns in data and divide it into meaningful groups. Think of it like sorting a box of colorful beads into groups based on color and size—but for data! CHAID creates a decision tree by testing relationships between variables and splitting the data where the differences are most clear. It’s a helpful tool for understanding customer preferences, finding target groups, and making better decisions in areas like marketing or product development. By organizing information in a smart way, CHAID helps uncover valuable insights.
Chatbot surveys
Chatbot surveys use AI to make the survey experience feel like a natural conversation. Instead of filling out a traditional survey form, participants interact with a chatbot that asks questions in a conversational tone, such as “What did you like most about your purchase?” The chatbot can adapt its questions based on previous answers, making the experience personalised and engaging. These surveys are often used on websites, apps, or messaging platforms and are particularly effective for improving response rates and collecting real-time feedback while keeping the process fun and interactive for participants.
Chat rooms
Chat rooms are online platforms where respondents can engage in real-time text-based conversations. In market research, chat rooms are sometimes used as a qualitative research method to facilitate group discussions or brainstorming sessions.
Chi-Square
Chi-Square is a way to check if two things are related by looking at how often they happen together compared to what we’d expect by chance. Imagine you have a bag of candy with different colors, and you want to know if kids prefer red candies more than others. Chi-Square helps us compare what we see (how many red candies kids pick) to what we’d expect if they didn’t have a preference. It’s like a tool for spotting patterns or connections in data, often used in research and decision-making to see if something is just random or if there’s a real relationship.
Choice-based Conjoint (CBC)
Choice-Based Conjoint (CBC) is a market research method used to understand what people like and how they make decisions. Imagine you’re choosing an ice cream from a menu with different flavours, cone types, and toppings. CBC asks you to pick your favorite combinations, like chocolate ice cream in a waffle cone with sprinkles. By seeing what choices you make over and over, CBC figures out which parts—like flavor, cone, or topping—are most important to you. Companies use this to learn what customers want so they can create products and services people will love!
Closed question
A closed question is a type of survey question that provides respondents with a limited set of predefined response options to choose from. It typically elicits brief or specific answers and is used to gather quantitative data.
Cluster analysis
Cluster Sampling is a way to collect data by dividing a big group into smaller groups, called clusters, and then randomly picking some of those clusters to study. Imagine a city divided into neighborhoods, and you want to survey people. Instead of talking to everyone, you randomly select a few neighborhoods and survey the people there. This method is helpful when the group is spread out over a large area or when you don’t have a complete list of everyone in the population.
Conjoint analysis
Conjoint analysis is a method used in market research to understand what customers value most about a product or service. It works by showing people different product options with varying features and asking them to choose or rank their favorites. This helps researchers figure out how important each feature is and how customers make trade-offs when deciding what they like best.
Correlation
Correlation is a way to measure how two things are related and whether they move together. For example, it can tell you if eating more vegetables is linked to better health or if studying longer leads to higher grades. The strength of this connection can be positive, negative, or somewhere in between, showing how closely the two are tied.
Critical path method (CPM)
The Critical Path Method is a tool for planning and managing big projects by figuring out which tasks must be done first and in what order. Think of it as mapping out the most important steps to finish a project on time. By knowing the critical path, project managers can focus on what matters most and avoid delays.
Cross tabulation
Cross Tabulation is a way to compare two or more categories of data in a table to find patterns or connections. For example, it could show how many people from different age groups prefer certain types of music. This technique helps researchers see relationships and trends in data clearly and easily.
Cross-sectional research
Cross-Sectional Research is a type of study that gathers information from a group of people at one specific moment in time. It’s like taking a snapshot to see what people think, feel, or do right now. This approach is often used to describe or explore trends, behaviours, or characteristics in a population.
D
Data cleaning
Data cleaning refers to the process of detecting and correcting errors, inconsistencies, and inaccuracies in a dataset to ensure its quality and reliability. It involves tasks such as removing duplicate entries, correcting typos, handling missing data, and standardising formatting.
Data conversion
Data conversion is the process of transforming data from one format, structure, or system into another. For example, it may involve converting data from analogue to digital form, changing file formats, or migrating data between different software applications or databases.
Data fusion
Data fusion, also known as data integration, is the process of combining multiple datasets from different sources to create a unified and comprehensive dataset. It involves resolving inconsistencies, matching records, and merging information to create a more complete and accurate view of the overall data.
Data level
Data level refers to the level of measurement or scale used to collect data in a research study. Common data levels include nominal, ordinal, interval, and ratio, which determine the type of statistical analysis that can be applied to the data.
Data mining
Data mining is the process of extracting valuable patterns, trends, and insights from large datasets using various statistical, machine learning, and computational techniques. It involves identifying hidden relationships or knowledge within the data to support decision-making or predictive modelling.
Descriptive statistics
Statistics used to summarise and describe the basic features of a dataset with numbers. They include measures such as central tendency (e.g., mean, median, mode), variability (e.g., range, standard deviation), and distribution (e.g., histograms, frequency tables).
Dial test
A dial test, also known as a moment-to-moment test or continuous response test, is a research method used to measure immediate and spontaneous reactions from respondents to stimuli, such as advertisements or media content. Participants use a dial or slider to continuously indicate their reactions in real-time.
Dichotomous questioning
Dichotomous questioning is a survey technique that presents respondents with a choice between two mutually exclusive options, usually "yes" or "no," "true" or "false," or "agree" or "disagree." It is often used to gather binary or categorical data efficiently.
Discriminant analysis
Discriminant Analysis is a method used to predict or classify things into groups based on certain characteristics. For example, it can help determine if a customer is likely to buy a product or not, based on their age, income, or preferences. It works by finding the best combination of these characteristics to clearly separate the groups, making it easier to understand and predict outcomes.
Discussion guide
A discussion guide is a structured outline or plan used by moderators or researchers to facilitate qualitative research discussions or interviews. It typically includes a series of topics, questions, and prompts designed to guide the conversation and gather relevant insights from participants.
Double opt-in (DOI)
Double opt-in is a process used in market research and email marketing to confirm a user's subscription or participation. After initially expressing interest, users are required to confirm their intent to subscribe or participate through a second confirmation step, reducing the likelihood of accidental or unauthorised registrations.
E
Emotion recognition
Emotion recognition is a technology-driven method used in market research to identify, analyse and interpret human emotions, often through facial expressions, vocal cues, or physiological signals. It aims to understand consumers' emotional responses to products, advertisements, or experiences to inform marketing strategies and product development.
Ethnographic market research
Ethnography is a qualitative research method that involves immersing researchers in the natural environment of the study participants to observe and understand their behaviours, beliefs, and cultural practices. It typically involves prolonged engagement and participant observation to gain deep insights into social phenomena.
Eye tracking
Eye tracking is a research technique used to measure and analyse eye movements and gaze patterns as participants view advertisements, websites, or product packaging. It provides insights into visual attention, perception, and behaviour, helping researchers understand how consumers interact with visual stimuli.
F
Facial tracking
Facial tracking is a market research technique that uses cameras or sensors to monitor and analyse facial expressions and movements of individuals. Facial tracking can provide insights into emotional reactions and engagement levels to help understand consumer responses.
Factor
In market research, a factor refers to an underlying dimension or construct that influences multiple variables or observed behaviours. Factors help researchers simplify complex data sets by grouping related variables together under common themes or dimensions.
Focus group
A focus group is a qualitative research method that involves gathering a small group of participants to engage in guided discussions or activities about a specific topic, product, or concept. Focus group findings provide insights into consumer attitudes, perceptions, preferences, and behaviours.
Fielding
Fielding refers to the process of implementing a market research study, including activities such as data collection, survey administration, or participant recruitment. It involves executing the research plan and procedures outlined in the research design to gather data from the target population or sample.
G
Gabor Granger
The Gabor Granger method is a pricing technique used in market research to determine how much people are willing to pay for a product or service. Respondents are shown different price points and their willingness to purchase at each level is recorded. This helps businesses identify the optimal price that maximises revenue.
Gamification
Gamification is the process of incorporating game-like elements into non-gaming contexts, such as websites, apps or learning platforms, to boost engagement and motivation. This can involve rewards, points, leaderboards and challenges, making tasks feel more interactive and enjoyable while encouraging users to keep participating.
GANTT chart
A GANTT chart is a type of bar chart that helps with project management. It visually breaks down the timeline of a project into tasks or phases, showing when each activity is due to start and finish.
GDPR (General Data Protection Regulation)
GDPR is a legal framework that sets guidelines for the collection and processing of personal data from individuals within the European Union (EU). Its aim is to give people more control over their personal information, ensuring that businesses and organisations handle data responsibly, with transparency and consent. Even companies outside the EU need to comply if they deal with EU citizens' data.
Geodemographic profiling
Geodemographic profiling is a way of segmenting people based on where they live and their social and economic characteristics. By understanding the demographic makeup of specific geographic areas, businesses can target their marketing efforts more effectively, reaching customers whose lifestyles and behaviours are likely to match their products or services.
Group depth interviews
Group depth interviews, also known as focus groups, involve gathering a small group of people to discuss a particular topic in detail. A moderator guides the conversation to uncover insights, opinions and attitudes. This method allows researchers to explore the thoughts and feelings of participants in a more dynamic setting than individual interviews.
Group moderator
A group moderator is the person responsible for leading a group discussion or interview, often in a research or focus group setting. Their job is to keep the conversation on track, encourage participation from all members, and probe deeper into the responses to gain richer insights.
H
Honorarium
An honorarium is a small payment given to participants in market research, like surveys or focus groups, as a token of appreciation for their time and input.
Hypothesis
A hypothesis in market research is an assumption made at the start of a study, suggesting a possible relationship between variables, which the research aims to confirm or reject.
Hypothesis testing
Hypothesis testing is the process of analysing data in market research to determine whether the initial assumption (hypothesis) is supported or disproven by the results.
I
Incidence rate
Incidence rate is the percentage of people in a specific group who qualify or meet the criteria for a study. For example, if you're researching people who own electric cars, the incidence rate tells you how many people in your target audience actually own one. It’s an important measure in market research because it helps estimate how easy or difficult it will be to find participants for a study.
Insight
An insight in market research refers to a deep understanding of a customer’s behaviour, needs or motivations, which helps inform strategic decisions, product development, or marketing approaches.
Interviewer bias
Interviewer bias occurs when the interviewer’s actions, tone or phrasing influences a participant’s responses in a market research study, potentially skewing the results.
In-Depth Interviews (IDI)
In-depth interviews (IDIs) are one-on-one interviews used in market research to explore a participant’s opinions, experiences and motivations in detail, allowing for deeper insights than surveys or group discussions.
J
Judgement sampling
Judgement sampling is a non-random sampling method in market research where the researcher selects participants based on their knowledge, expertise, or relevance to the study. It relies on the researcher's judgement to choose individuals who are most likely to provide useful insights.
K
Key driver analysis
A technique used in market research to identify the factors (drivers) that have the most significant impact on an outcome, such as customer satisfaction or purchase decisions. It helps businesses understand what influences their target audience and where to focus improvement efforts.
L
Lifetime value
Lifetime value (LTV) in market research refers to the total revenue a business expects to generate from a customer over the entire duration of their relationship. It helps companies assess the long-term profitability of customer segments.
Likert scale
A Likert scale is a common survey tool in market research that measures respondents' attitudes or opinions by asking them to rate their level of agreement with a statement on a scale, typically ranging from "strongly disagree" to "strongly agree."
Longitudinal Market Research
Longitudinal market research involves studying the same group of respondents over an extended period to track changes in their behaviours, attitudes or preferences, providing insights into trends and long-term effects.
M
Market entry research
Market entry research involves gathering data and insights to help businesses decide whether to enter a new market. It assesses factors like customer demand, competition, and regulatory environments to support strategic decision-making.
Market research online community
A Market Research Online Community (MROC) is a group of selected participants who engage in ongoing discussions or activities online, providing companies with insights about their attitudes, behaviours, and experiences over time.
Marketing research
Marketing research is the process of collecting and analysing data about consumers, competitors, and market trends to guide marketing strategies and business decisions.
MaxDiff Scaling (Maximum Difference Scaling)
MaxDiff Scaling is a survey technique that asks respondents to choose the most and least important or preferred items from a list. It helps researchers understand preferences and priorities by ranking options based on relative importance.
Moderator
A moderator in market research is responsible for leading discussions, such as focus groups or interviews, ensuring that participants stay on topic while probing for deeper insights.
Multi-modal research
Multi-modal research uses multiple methods or channels, such as online surveys, in-person interviews, and telephone calls, to gather comprehensive data from diverse sources for richer insights.
Mystery shopping
Mystery shopping is a research method where individuals pose as customers to evaluate and report on the quality of service, customer experience or compliance with company standards, often without staff knowing they are being assessed.
N
Natural language processing
Natural language processing, or NLP, is an AI-powered technology that allows computers to analyse, understand, and interpret human language in text or speech. In market research, NLP is used to process large amounts of unstructured data, such as survey responses, social media comments, or customer reviews. It helps identify key themes, trends, and sentiments, enabling businesses to gain actionable insights faster. NLP is essential for understanding consumer behavior and enhancing customer experience.
Netnography
A qualitative research method that analyses online communities and social interactions to understand consumer behaviour, preferences, and trends.
Net Promoter Score (NPS)
A customer loyalty metric that measures how likely customers are to recommend a product or service to others, based on a single question. Scores range from -100 to 100.
Nominal data
A type of categorical data where variables are labelled or named without any order or quantitative value (e.g., gender, race, brand names).
Null hypothesis
A hypothesis that assumes no relationship or difference between variables in a study, used as a starting point for statistical testing. It is tested to be either rejected or not rejected.
O
Observation
A research method where the researcher watches and records behaviour or events as they naturally occur, without interference, to gather data and insights.
Omnibus surveys
An Omnibus Survey is a cost-effective way for multiple organizations or researchers to gather data. They share the survey by adding their own questions on different topics, making it like a shared ride for research. Each participant gets the answers to their specific questions while splitting the overall cost, making it an affordable way to collect valuable insights.
Open-ended question
A type of question that allows respondents to answer freely, without being restricted to predefined options, often used to gather detailed, qualitative responses.
Ordinal data
A type of categorical data where the order of the values matters, but the differences between them are not precisely measurable (e.g., ranking preferences as first, second, third).
P
Paired interviews
A qualitative research method where two participants are interviewed together, often to explore dynamics between individuals or to compare and contrast their viewpoints on a subject.
Panel
A pre-selected group of participants who provide data over a period of time for market research studies, typically through repeated surveys or interviews.
Participant
An individual who takes part in a research study, providing data through responses to surveys, interviews or other research methods.
Passive data
Information that is collected without active involvement from the participant, often through tracking behaviour or activity (e.g., website analytics, social media usage).
Personalisation algorithms
Personalisation algorithms use artificial intelligence to deliver tailored content, product recommendations, or user experiences based on individual preferences, behaviours, and demographics. In market research, these algorithms adapt survey questions or marketing campaigns to make them more relevant to specific audiences. By improving personalisation, businesses can boost engagement, customer satisfaction, and conversion rates. Personalisation algorithms are key to creating data-driven marketing strategies.
Pilot study
A small-scale preliminary study conducted to test the feasibility, design and methodology of a larger research project, allowing researchers to make adjustments before the main study.
Predictive analytics
Predictive analytics is a powerful application of AI and machine learning that analyses past data to forecast future behaviours or outcomes. For instance, it can predict which customers are most likely to buy a new product or which markets will grow in demand. This is achieved by finding patterns in historical data, such as purchase histories or demographic trends, and using those patterns to make predictions. In market research, predictive analytics helps companies stay ahead of trends, improve targeting, and optimise marketing strategies.
Price Sensitivity Meter (PSM)
A research technique used to determine consumers' price sensitivity and the optimal price point for a product or service, based on their reactions to different price levels.
Pricing research
A type of research that examines consumer responses to different pricing strategies, helping businesses determine the most effective pricing structure for their products or services.
Primary research
Original research conducted directly by a researcher to collect new data, as opposed to using existing sources. Methods include surveys, interviews, focus groups and observations.
Psychographics
The study of consumers' attitudes, values, lifestyles, and interests, used to create detailed profiles that explain why people make certain purchasing decisions.
Q
Qualitative research
A method focused on exploring opinions and experiences through non-numerical data, using interviews, focus groups or observation to understand complex issues.
Quantitative research
A method that gathers numerical data to identify patterns or trends, typically using surveys or experiments to produce measurable, generalisable results.
Questionnaire design process
The structured process of creating questions to collect data, involving defining objectives, selecting question types, organising logically and pre-testing for accuracy.
R
Random sample
A selection of participants from a population where each individual has an equal chance of being chosen, ensuring unbiased representation.
Range
The difference between the highest and lowest values in a data set, showing the spread of data.
Rating scale
A tool used in surveys where respondents select a point on a scale to express their opinion or perception of a subject.
Recruitment
The process of identifying, contacting, and enlisting participants for a research study or survey.
Regression
A statistical method used to examine the relationship between variables, often to predict outcomes or trends.
Respondent
A person who provides information or answers in a survey or research study.
Response rate
The percentage of people who completed a survey out of those who were invited to participate.
S
Sample
A subset of a population selected for research to represent the whole group in a study.
Scaling questions
Survey questions that ask respondents to rate their answers along a continuum, typically used to measure attitudes or opinions.
Screener
A set of preliminary questions used to determine if a participant is eligible for a research study.
Secondary data
Information that has been collected for a different purpose but is used for a new research study.
Sentiment analysis
Sentiment analysis is an AI-driven technique used to interpret the emotional tone of written or spoken content. It scans customer reviews, social media posts, emails, or survey responses to determine whether the sentiment is positive, negative, or neutral. For example, if many customers describe a product as "amazing," "helpful," or "frustrating," sentiment analysis identifies the underlying emotional trends. Businesses use this to gauge public perception of their brand, monitor feedback in real-time, and improve customer experience by addressing concerns quickly.
Shopper intercepts
A research method where shoppers are approached in-store and asked questions about their shopping behaviour or product preferences.
Shop-alongs
A research technique where a researcher accompanies a shopper on a shopping trip to observe and understand their behaviour and decision-making process.
Standard deviation
A statistical measure that shows how much variation or dispersion exists from the average (mean) of a data set.
Statistical significance
A determination that the results of a study are unlikely to have occurred by chance, indicating that the findings are likely to be meaningful.
T
Taste testing
A research method used to evaluate consumer preferences and perceptions of food and drink products through sensory testing.
Triad
A qualitative research technique where respondents are asked to compare three items or concepts, discussing their similarities and differences to reveal insights.
Triad can also relate to an in-depth interview conducted with three respondents and one moderator.
T-test
A statistical test used to compare the means of two groups to determine if they are significantly different from each other.
U
Usability testing
A method used to evaluate how easily users can navigate and interact with a product, service, or website by observing real users completing specific tasks.
User journey
The series of steps or experiences a user goes through when interacting with a product, service, or website, from the first interaction to the final outcome.
User experience (UX)
The overall experience a person has when interacting with a product, service, or system, focusing on ease of use, accessibility, and satisfaction.
V
Validity
The extent to which a research study or test accurately measures what it is intended to measure.
Video survey
A survey method where respondents record their answers via video, allowing researchers to capture both verbal responses and non-verbal cues such as body language and facial expressions.
Viewing rooms
Specialised rooms where researchers or clients can observe focus groups, interviews, or other research activities through a one-way mirror or video feed, without disturbing the participants.
W
Weighting
A statistical adjustment applied to survey data to ensure that certain groups within the sample are represented proportionally, based on their prevalence in the total population.
Word association tests
A qualitative research technique where respondents are presented with a word and asked to respond with the first word or phrase that comes to mind, used to explore subconscious thoughts and associations.
Word cloud
A visual representation of text data where frequently occurring words are displayed in larger or bolder fonts, often used to quickly identify common themes or keywords in qualitative research.
X
XML data collection
XML (eXtensible Markup Language) is a widely used format for structuring and exchanging data in online surveys and market research systems. It allows researchers to efficiently organize survey questions, responses, and metadata in a way that's easy to share and integrate across different platforms or software. XML is particularly useful for automating large-scale data collection and ensuring compatibility between systems.
Xperimental design
Experimental design is a research method used to test cause-and-effect relationships by controlling variables. In market research, it might involve creating different versions of a product, service, or ad (called "treatments") and observing how different groups respond. The "Xperimental" shorthand highlights its focus on systematically testing new ideas to understand what works best.
Y
Yield rate
Yield rate refers to the proportion of people who complete a survey or study out of those who were invited or started the process. For instance, if 100 people begin a survey but only 70 finish it, the yield rate is 70%. It’s a key metric for understanding participant engagement and the effectiveness of survey design.
Youth panel
A youth panel is a specialised group of younger participants—typically teenagers or young adults—recruited for market research. Companies use these panels to explore trends, preferences, and behaviours unique to younger demographics. For example, a youth panel might be surveyed to understand their social media habits or opinions on new products targeted toward their age group.
Z
Zone sampling
Zone sampling is a method used to collect data from specific geographic areas, often for studies focused on regional trends or behaviours. For example, if a company wants to understand shopping habits in urban versus rural areas, it might divide the target population into zones and collect data separately from each. This approach helps researchers analyse differences based on location.