Looks like no one added any tags here yet for you.
measurement
determining the description or the amount of some property of an object that is of interest to the researcher
person administered survey
an interviewer reads questions, either face to face or over the telephone, to the respondent and records his or her answers without the use of a computer
Advantages of person administered surveys
Feedback, rapport, quality control, and adaptability
Disadvantages of person administered survey
Humans make errors, slow speed, high cost, fear of interview evaluation
Interview evaluation
may occur when another person is involved in the interviewing process and some respondents are apprehensive that they are answering "correctly “.
Computer assited survey
the interviewer basically verbalizes the questions while relying to some degree on computer technology to facilitate the interview work
Mixed mode surveys
sometimes referred to as hybrid surveys, use multiple data collection modes
Mall intercept survey
the respondent is encountered and question while he or she is visiting a shopping mall
In office survey
takes place in person while they responded as in his or her office or perhaps in a company lounge area
Central location, telephone surveying
involves a field data collection company housing a multitude of telephone lines at one location from which the interviewers make calls
Computer-assisted telephone, interviews, (CATI)
each interviewer is equipped with a hands-free headset and a seated in front of a computer screen that has driven by the company’s computer system
Fully automated surveys
the survey is administered by a computer, but not online
The Internet based questionnaire
the respondent answers questions online, has become the industry standard for surveys and virtually all high penetrated countries
Group self administered survey
entails administering a questionnaire to respondents in groups rather than individually for convenience and gain economies of scale
Drop off survey
The survey representative approaches, a prospective respondent, introduces the general purpose of the survey to the prospect and leaves it with the respondent to fill out on his or her own
Mail survey
the questions are mailed to prospective residence who are asked to fill them out and return them to the researcher by mail
Non-response
refers to questionnaires that are not returned
Self selection bias
those who do not respond, are probably different from those who do not fill out the questionnaire and return it. Therefore, the sample gained through this method is not representative of the general population.
Panel company
recruits large numbers of potential respondents who agreed to take part in surveys for compensation
Incidence rate
referring to the percentage of the population that possesses some characteristic necessary to be included in the survey
Properties
the specific features or characteristics of an object that can be used to distinguish it from another object
Objective properties
physically, verifiable characteristics, such as age income, number of bottles purchased, store last visited, and so on
Subjective properties
cannot be directly observed because there are mental constructs, such as a person's attitude or intentions
Scale development
designing questions and response formats to measure the subjective properties of an object
Ordinal measures
permit the researcher to rank order the respondents or their responses
Scale measures
those in which the distance between each level is known. There are two types of scale measures.
Ratio scale
one in which a true zero origin exist, such as an actual number of purchases in a certain time period, dollar spent, Miles travel, number of children in the household, or years of college education
Interval scale
measures rating skills for subjective properties where, for adjacent levels, the distance is normally defined as one scale unit. For example, a coffee brand rated three and taste in one unit away from one rated four.
Workhorse scales
scale formats found time again on questionnaires
The Likert scale
respondents are asked to indicate their degree of agreement or disagreement on a symmetric agree – disagree scale for each of a series of statements
Lifestyle inventory
takes into account, the values and personality traits of people as reflected in their unique activities, interest, and opinions toward their work
Semantic differential scale
contains a series of bipolar adjectives for the various properties of the object understudy and respondents indicate their impressions of each property by indication locations along its continuum.
Halo effect
a general feeling about a store brand that can bias a respondent impressions on it specific properties
A Stapel scale
relies not on bipolar terms, but on positive and negative numbers typically ranging from +5 to -5
Symmetric interval scale
"balanced "as it has equal amounts of positive and negative positions, and typically it has "no opinion "or “neutral” separating the negative and positive
Nonsymmetric interval scale
has mainly degrees of positive positions
Reliable measure
a respondent response in the same way or very similar manner to an identical or identical question
Valid measure
Refers to accuracy of the statement. The response is true.
Questionnaire design
a systematic process in which the researcher contemplates various question formats, considers a number of factors characterizing the survey at hand, words, the various questions carefully, organize the questionnaires layout, and ultimately launches the survey
Question bias
Defined as the ability of a questions, wording or format to influence respondents answers
Question development
the practice of selecting appropriate response, formats and wording questions that are understandable, unambiguous, and unbiased
Question evaluation
Amounts to scrutinizing the wording of a question to ensure that question bias is minimized and that the question is worded so that respondents understand it, and can respond to it with relatives
A leading question
gives a strong key or expectation as to what answer to provide
Loaded question
Has buried in its wording elements, a sneaky presupposition, or it might make reference to universal beliefs or rules of behavior
A double barrel question
really two different question posed in one question. With two questions post together, it is difficult for a respondent to answer either one directly.
Overstated question
places, undo emphasis on some aspect of the topic. It uses what might be considered "dramatic " to describe the topic.
Face validity
the questions "look right “
Questionnaire organization
is the sequence or "flow” of statements and questions that make up a questionnaire
Introduction
set the stage, it is what a potential respondent reads or hears before he or she begins answering survey questions
Undisguised survey
the sponsoring company is identified
Disguised survey
The sponsor's name is not divulged to respondent
Incentives
offers to do something for the respondent to increase the probability that the respondent will participate in the survey
Anonymity
the respondent is not known, and therefore is assured that neither the respondents name nor any identifying designation will be associated with his responses
Confidentiality
the respondents name is known by the researcher, but not default to a third-party, namely, the client.
Screening questions
used to ferret out respondents who do not meet the qualifications necessary to take part in the research study
Warm-up questions
simple and easy to answer questions that are used to get the respondent interest and to demonstrate the ease of responding to the research request
Transitions
statements or questions you still let the respondents know that changes in question topic or format are about to begin
Skip question
affects which question will be answered next
Classification questions
almost always include demographic questions, used to classify respondents into various groups for purpose of analysis
Computer assisted questionnaire design
Refers to software that allows users to use computer technology to develop and disseminate questionnaires and retrieve and analyze data gathered by the questionnaire
Skip logic
let the questionnaire designer direct the online survey to skip questions based on answers given to the previous questions
Display logic
similar to logic, the survey displays or asked questions that are appropriate based on their respondents prior answers
Coding
using numbers associated with question response options to facilitate data analysis after the survey has been conducted
"All that apply" question
ask response to select more than one item from a list of possible responses
Developing question best practices
Should be focused and specific
Should be brief, no unnecessary words
Should be grammatically simple
Be crystal clear
No leading questions
No loaded questions
No double barrel questions
Do not overstate the situation
What to have in the introduction
who is doing the survey
What is the survey about?
How/why they were selected to participate
Assure anonymity and confidentiality
Offer an incentive for their participation if that is part of the equation
Is generally a good idea not to reveal who commissioned the research as it might buy us the respondent
Be quick
Questionnaire body
comprised of question blocks, which are sets of questions that pertain to particular topics
Big Data
Large amounts of data from multiple sources
When companies such as META or Amazon collect data on their users and then use that research to build algorithms, sell it, or improve their marketing
controversial
Primary data
information that is developed or gathered by researchers specifically for research project at hand
Secondary data
has previously been gathered by someone other than the researcher and/or for some other purpose than the research project at hand
common uses of secondary data
exploratory research
developing the research question
site selection for retail units
market segmentation studies
competitive intellegence
internal secondary data
data that has been collected within a firm
external data
data collected from outside the firm
database
refers to a collection of data and information describing items of interest
record
each unit of information inside of a database
fields
subcomponents of information in a record
internal database
databases consisting of information gathered by a company typically during the normal course of business transactions.
Customer Relationship Management (CRM)
companies use their internal databases for purposes of direct marketing and to strengthen relationships with customers
data mining
the name for software that helps managers to make sense out of seemingly senseless masses of information contained in databases
micromarketing
refers to using a differentiated marketing mix for specific customer segments, sometimes fine-tuned for the individual shopper
official statistics
contain information published by public organizations, including government institutions and international organizations
open data policy
in 2013, the united states, by federal law, makes all data collected by the government “open by default” except for personal information or data related to national security.
data aggregators
services or vendors that organize and package information on focused topics
The American Community Survey (ACS)
created in 1996 to collect economic, social, demographic, and housing information.
may represent the most significant change in the availability of secondary data to be used for marketing research purposes in several decades.
Packaged information
a type of secondary data in which the data is collected and/or the process of collecting the data are prepackaged for all users.
syndicated data
form of external secondary data that are supplied from a common database to subscribers for a service fee.
packaged services
a prepackaged marketing research process that is used to generate information for a particular user.
geodemographics
the term used to describe the classification of geographic areas in terms of the socioeconomic characteristics of their inhabitants
social media data
also termed User-Generated-Content (UGC)
any information that is created by users of online systems and intended to be shared with others.
social media monitoring
Also known as Social media Listening
involves actively gathering, organizing, and analyzing social media data to gain consumer insight.
Internet of Things
the network of physical objects embedded with software or sensors that allow then to gather information and send data.
passive data
defined as information that is collected without overt consumer activity
wearable technology
clothing or accessories that are equipped with computer technology or sensors that allow the collection and sharing of data
marketing analytics
the collection and analysis of data that can be use to inform smarter marketing decisions
internal databases primary uses
identifying best markets (cloning)
tailor marketing and product offerings to specific customers
reactive lapsed users
avoid mistakes
advantages of using secondary data
quick and easy to obtain
inexpensive
usually can find it for the vast majority of subjects
provides quick snapshot of trends
may even make primary research unnecessary
disadvantages of secondary data
generalized
incompatible reporting units
can be outdated (biggest problem)
Quantitative research
research involving the administration of a set of structured questions with predetermined response options to a large number of respondents
involves a sizeable representative sample of the population and a formalized procedure for gathering data
qualitative research
involves collecting, analyzing, and interpreting unstructured data by observing what people do or say.
relatively small sample
mixed method research
the combination of qualitative and quantitative research methods with the aim of gaining the advantages of both.