Customer Data
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Customer Data
Customer data or consumer data refers to all personal, Behaviorism, behavioural, and demographic data that is collected by marketing companies and departments from their customer base. To some extent, data collection from customers intrudes into customer privacy, the exact limits to the type and amount of data collected need to be regulated. The data collected is processed in customer analytics. The data collection is thus aimed at insights into customer behaviour (buying decisions, etc.) and, eventually, profit maximization by consolidation and expansion of the customer base. In the internet age, a prominent method for collecting customer data is through explicit online surveys, but also through concealed methods like measurement of click-through rate, click-through and abandonment rates. Customer data is gathered for customer research, especially customer satisfaction research and purportedly serves to increase overall customer satisfaction. Levels of information A possible cla ...
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Behaviorism
Behaviorism is a systematic approach to understanding the behavior of humans and animals. It assumes that behavior is either a reflex evoked by the pairing of certain antecedent (behavioral psychology), antecedent stimuli in the environment, or a consequence of that individual's history, including especially reinforcement (psychology), reinforcement and punishment (psychology), punishment three-term contingency, contingencies, together with the individual's current motivating operation, motivational state and Stimulus control, controlling stimuli. Although behaviorists generally accept the important role of heredity in determining behavior, they focus primarily on environmental events. Behaviorism emerged in the early 1900s as a reaction to depth psychology and other traditional forms of psychology, which often had difficulty making predictions that could be tested experimentally, but derived from earlier research in the late nineteenth century, such as when Edward Thorndike p ...
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Customer Satisfaction Research
Customer satisfaction research is that area of marketing research, customer intelligence, and customer analytics which focuses on customers' perceptions with their shopping or purchase experience. Companies are interested in understanding what their customers think about their shopping or purchase experience, because finding new customers is generally more costly and difficult than servicing existing or repeat customers. Types of research Descriptive or documentary research Many customer satisfaction studies are intentionally or unintentionally only descriptive in nature because they give a snapshot in time of customer attitudes. If the study instrument is administered to groups of customers periodically, then a descriptive picture of customer satisfaction through time can be developed ("tracking" or cohort study).http://www.jatit.org/volumes/Vol74No3/2Vol74No3.pdf Inferential or models-based research Beyond documentary types of work are studies that attempt to provide an und ...
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Customer Intelligence
Customer intelligence (CI) as part of business intelligence is the process of gathering and analyzing information regarding customers, and their details and activities, to build deeper and more effective customer relationships and improve decision-making by vendors. CRM Customer intelligence is a key component of effective customer relationship management (CRM), and when effectively implemented it is a rich source of insight into the behaviour and experience of a company's customer base. As an example, some customers walk into a store and walk out without buying anything. Information about these customers/prospects (or their visits) may not exist in a traditional CRM system, as no sales are entered on the store cash register. Although no commercial transaction took place, knowing ''why'' customers leave the store (perhaps by asking them, or a store employee, to complete a survey) and using this data to make inferences about customer behaviour, is an example of CI. Process Cust ...
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Customer Data Platform
A customer data platform (CDP) is a collection of software which creates a persistent, unified customer database that is accessible to other systems. Data is pulled from multiple sources, cleaned and combined to create a single customer profile. This structured data is then made available to other marketing systems. According to Gartner, customer data platforms have evolved from a variety of mature markets, "including multichannel campaign management, tag management and data integration." Capabilities Commonalities across CDPs: * marketer-managed; * unified, persistent, single database for customer behavioral, profile and other data, from any internal or external source; * consistent identifier that links all of a customer's data; * accessible by external systems and structured to support marketers' needs for campaign management, marketing analyses and business intelligence; * provide a 360-degree view of the customer; * group customers into audience segments; and * allow users ...
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Customer Data Integration
Data integration involves combining data residing in different sources and providing users with a unified view of them. This process becomes significant in a variety of situations, which include both commercial (such as when two similar companies need to merge their databases) and scientific (combining research results from different bioinformatics repositories, for example) domains. Data integration appears with increasing frequency as the volume (that is, big data) and the need to share existing data explodes. It has become the focus of extensive theoretical work, and numerous open problems remain unsolved. Data integration encourages collaboration between internal as well as external users. The data being integrated must be received from a heterogeneous database system and transformed to a single coherent data store that provides synchronous data across a network of files for clients. A common use of data integration is in data mining when analyzing and extracting informatio ...
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Customer Data Management
Customer data management (CDM) is the ways in which businesses keep track of their customer information and survey their customer base in order to obtain feedback. CDM embraces a range of software or cloud computing applications designed to give large organizations rapid and efficient access to customer data. Surveys and data can be centrally located and widely accessible within a company, as opposed to being warehoused in separate departments. CDM encompasses the collection, analysis, organizing, reporting and sharing of customer information throughout an organization. Businesses need a thorough understanding of their customers’ needs if they are to retain and increase their customer base. Efficient CDM solutions provide companies with the ability to deal instantly with customer issues and obtain immediate feedback. As a result, customer retention and customer satisfaction can show marked improvement. According to a study by Aberdeen Group inc.: "Above-average and best-in-class co ...
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Audience Measurement
Audience measurement measures how many people are in an audience, usually in relation to radio listenership and television viewership, but also in relation to newspaper and magazine readership and, increasingly, web traffic on websites. Sometimes, the term is used as pertaining to practices which help broadcasters and advertisers determine ''who'' is listening rather than just ''how many'' people are listening. In some parts of the world, the resulting relative numbers are referred to as audience share, while in other places the broader term market share is used. This broader meaning is also called audience research. Measurements are broken down by media market, which for the most part corresponds to metropolitan areas, both large and small. Methods Diaries The diary was one of the first methods of recording information. However, this is prone to mistakes and forgetfulness, as well as subjectivity. Data is also collected down to the level of listener opinion of individ ...
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Psychographics
Psychographics is a qualitative methodology used to describe wikt:trait, traits of humans on psychological attributes. Psychographics have been applied to the study of personality, values, opinions, Attitudes (psychology), attitudes, self-interest, interests, and Lifestyle (sociology), lifestyles. Two approaches to psychographics include analysis of consumers' activities, interests, and opinions (AIO variables), and values and lifestyles (VALS). Psychographics are applied to the study of cognitive attributes such as attitudes, interests, opinions, and belief, as well as the study of overt behavior (e.g., activities). Psychographic studies of individuals or communities can be valuable in the fields of marketing, Demographic profile, demographics, opinion research, prediction, and social studies, social research in general. Psychographic attributes can be contrasted with demographic variables (such as age and gender), behavioral variables (such as purchase data or usage rate), an ...
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Personal Identifier
Personal Identifiers (PID) are a subset of personally identifiable information (PII) data elements, which identify an individual and can permit another person to “assume” that individual's identity without their knowledge or consent. Identifiers can be sensitive and non-sensitive, depending on whether it is a direct identifier that is uniquely associated with a person or a quasi-identifier that is not unique. A quasi-identifier cannot pin down an individual alone - it has to be combined with other identifiers. Examples of PID Privately issued ID credentials * Benefit plan participation number *Private health care authorization, access, or identification number * Transactional financial account numbers *Bank account number *Credit or debit card account number *Personal identification number (PIN) *taxpayer identification number Biometric identifiers *Fingerprint or voiceprint *Iris or retina scans * DNA Health or medical information *National Health certificate number El ...
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Customer Satisfaction
Customer satisfaction (often abbreviated as CSAT) is a term frequently used in marketing. It is a measure of how products and services supplied by a company meet or surpass customer expectation. Customer satisfaction is defined as "the number of customers, or percentage of total customers, whose reported experience with a firm, its products, or its services (ratings) exceeds specified satisfaction goals."Farris, Paul W.; Neil T. Bendle; Phillip E. Pfeifer; David J. Reibstein (2010). ''Marketing Metrics: The Definitive Guide to Measuring Marketing Performance.'' Upper Saddle River, New Jersey: Pearson Education, Inc. . Customers play an important role and are essential in keeping a product or service relevant; it is, therefore, in the best interest of the business to ensure customer satisfaction and build customer loyalty. The Marketing Accountability Standards Board (MASB) endorses the definitions, purposes, and measures that appear in ''Marketing Metrics'' as part of its ongoing ...
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Customer Research
In sales, commerce, and economics, a customer (sometimes known as a client, buyer, or purchaser) is the recipient of a good, service, product or an idea - obtained from a seller, vendor, or supplier via a financial transaction or exchange for money or some other valuable consideration. Etymology and terminology Early societies relied on a gift economy based on favours. Later, as commerce developed, less permanent human relations were formed, depending more on transitory needs rather than enduring social desires. Customers are generally said to be the purchasers of goods and services, while clients are those who receive personalized advice and solutions. Although such distinctions have no contemporary semantic weight, agencies such as law firms, film studios, and health care providers tend to prefer ''client'', while grocery stores, banks, and restaurants tend to prefer '' customer'' instead. Clients The term client is derived from Latin ''clients'' or ''care'' meaning " ...
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Demographic
Demography () is the statistical study of populations, especially human beings. Demographic analysis examines and measures the dimensions and dynamics of populations; it can cover whole societies or groups defined by criteria such as education, nationality, religion, and ethnicity. Educational institutions usually treat demography as a field of sociology, though there are a number of independent demography departments. These methods have primarily been developed to study human populations, but are extended to a variety of areas where researchers want to know how populations of social actors can change across time through processes of birth, death, and migration. In the context of human biological populations, demographic analysis uses administrative records to develop an independent estimate of the population. Demographic analysis estimates are often considered a reliable standard for judging the accuracy of the census information gathered at any time. In the labor ...
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