Conjoint Analysis – Meaning, Usage and its Limitations
April 3, 2025
Conjoint Analysis – Meaning, Usage and its Limitations
Introduction During the sixties, when researchers tried to understand consumers’ decision making process, they used a simple questionnaire or a form. Respondents would generally answer what was on the top of their minds or what they assumed the researcher wanted to hear. However, this did not always correspond to their actual purchase decisions. For example,…
What Is the Purpose of a Management Case Study?
A management case study is an in-depth study of a project, challenge, or phenomenon within a business. By focusing on real-world examples, management case studies allow researchers to explore how businesses actually operate, revealing the systems, behaviors, and choices that drive success…or lead to failure. In this guide, we’re taking a closer look at the…
Brand Health Survey
A brand is a perception in its consumers’ minds. A strong brand can command a premium price. This power of a brand is measured using a technique of marketing research – Brand Health Survey. Figure: Current health status of some popular brands While checking a brand’s health certain vital aspects are captured such as how…
It’s one thing to hear consumers describe their thoughts, habits, and preferences in a survey or interview. But it’s another thing to actually see those behaviors play out in real life.
This is exactly what the observation method in marketing research makes possible.
So in this article, we’re taking a look at what the observation method is, why it can be a form of both quantitative and qualitative research, and how participant observation works in real-life market research settings.
The observation method can be qualitative, quantitative, or even a mix of both (depending on the type of data researchers need).
Qualitative observational research focuses on understanding behavior patterns, emotions, and reactions. For example, how customers feel when they interact with a new product display or why they choose to walk through the store in a particular pattern.
Quantitative observational research, on the other hand, involves collecting measurable data about customers. For example, how many people stop to look at a product, or how long they spend browsing in a store on a Saturday afternoon.
In practice, the process of observational research typically follows a few key steps:
The observation method shines when researchers want to go beyond what people say they do and focus on what they actually do.
Here are just a few example situations where the observation method can provide reliable insights into human behavior.
| Observational Research Examples | ||
| Example | Type of Data Collected | |
| Customer Service Evaluation at Stations |
A researcher pretends to be a customer and visits a service station to observe the process, customer interactions, and service quality. Example Research Questions: How do staff interact with customers during service transactions? What behaviors indicate high or low service quality? |
Qualitative: Notes on behavior, service speed, and interaction quality. |
| In-Store Product Display Analysis |
In a department store, an observer notes how many people pass by a display, how many stop to look, and how many ultimately decide to buy. Example Research Questions: What features of the display (color, layout, product placement) attract the most attention? What percentage of observers ultimately make a purchase? |
Quantitative: Counts and percentages of observed actions. |
| Supermarket Shelf Placement Study |
Hidden cameras or sensors are used to determine which shelf locations attract the most customer attention. Example Research Questions: Which shelf positions (eye-level, top, or bottom) attract the most engagement? How long do shoppers spend viewing products in each section? Do different shelf locations influence brand choice or sales volume? |
Both:/b> Quantitative data on frequency and duration; qualitative insights on shopper attitudes and body language. |
| Sales Team Performance Assessment |
An investigator records sales interactions to evaluate the techniques, enthusiasm, and engagement styles of different salespeople. Example Research Questions: How does tone or enthusiasm affect customer response? Are there consistent behaviors among top-performing salespeople? |
Qualitative: Observations of tone, attitude, and communication style. |
| Behavioral Observation in Healthcare Settings | Health researchers observe patient interactions in a clinical or healthcare setting to better understand behavioral patterns and coping mechanisms.
Example Research Questions: What coping behaviors are most common during stressful interactions? How do environmental factors (privacy, noise, time) affect patient behavior? |
Both: Qualitative data on behavior and communication styles; quantitative data on frequency or duration of specific actions. |
| Classroom Behavior and Study Engagement Research |
Education researchers use continuous observation to monitor teacher-student interactions and group dynamics in school settings, in order to identify effective teaching methods. Example Research Questions: How often do students participate in class discussions? What teaching strategies or activities generate the highest engagement? How do classroom layouts affect student interaction? |
Both: Quantitative data on participation rates and qualitative data on emotional and behavioral responses. |
Like any research method, observational research methods come with both strengths and challenges. Here are just a few to bear in mind when deciding whether an observational approach is the right fit for your project.
To everyday people, a quick glance at a new product label or a slight hesitation before making a purchase might seem ordinary. But to marketers, these behaviors reveal the subconscious patterns that influence:
The observation method brings these moments into focus, giving marketers a more objective, evidence-based look at consumer habits and motivations that can be difficult to capture with other research methods.
Observational research can be qualitative, quantitative, or both, depending on how the data is collected and analyzed.
Qualitative observational research typically focuses on understanding behaviors, emotions, and interactions, while quantitative observation records “measurable” actions such as counts, durations, or frequencies.
Direct observation involves watching behaviors or events as they occur in real time. A researcher is physically present (either openly or discreetly) to observe participants in their natural environment.
For example, a marketing researcher might directly observe shoppers in a store to study how they interact with product displays.
“Naturalistic observation” means studying behavior in its natural context, without interference or manipulation. The goal of naturalistic observation is to capture genuine actions and reactions.
This method helps researchers see exactly how people behave in everyday settings, as opposed to controlled or artificial environments.
A few contextual factors that can affect the reliability and accuracy of observational research include:
To strengthen the reliability of results, consider the following strategies:
Your email address will not be published. Required fields are marked *