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A data entry clerk, also known as data preparation and control operator, data registration and control operator, and data preparation and registration operator, is a member of staff employed to enter or update
data In the pursuit of knowledge, data (; ) is a collection of discrete values that convey information, describing quantity, quality, fact, statistics, other basic units of meaning, or simply sequences of symbols that may be further interpreted ...
into a computer system. Data is often entered into a computer from paper documents using a
keyboard Keyboard may refer to: Text input * Keyboard, part of a typewriter * Computer keyboard ** Keyboard layout, the software control of computer keyboards and their mapping ** Keyboard technology, computer keyboard hardware and firmware Music * Musi ...
. The keyboards used can often have special keys and multiple colors to help in the task and speed up the work. Proper
ergonomics Human factors and ergonomics (commonly referred to as human factors) is the application of psychological and physiological principles to the engineering and design of products, processes, and systems. Four primary goals of human factors learnin ...
at the workstation is a common topic considered. The data entry clerk may also use a mouse, and a manually-fed scanner may be involved. Speed and accuracy, not necessarily in that order, are the key measures of the job.


History

The invention of
punched card A punched card (also punch card or punched-card) is a piece of stiff paper that holds digital data represented by the presence or absence of holes in predefined positions. Punched cards were once common in data processing applications or to di ...
data processing in the 1890s created a demand for many workers, typically women, to run
keypunch A keypunch is a device for precisely punching holes into stiff paper cards at specific locations as determined by keys struck by a human operator. Other devices included here for that same function include the gang punch, the pantograph punch, ...
machines. To ensure accuracy, data was often entered twice; the second time a different keyboarding device, known as a verifier (such as the IBM 056) was used. In the 1970s, punched card data entry was gradually replaced by the use of
video display terminal A computer terminal is an electronic or electromechanical hardware device that can be used for entering data into, and transcribing data from, a computer or a computing system. The teletype was an example of an early-day hard-copy terminal a ...
s.


Examples

For a mailing company, data entry clerks might be required to type in reference numbers for items of mail which had failed to reach their destination, so that the relevant addresses could be deleted from the
database In computing, a database is an organized collection of data stored and accessed electronically. Small databases can be stored on a file system, while large databases are hosted on computer clusters or cloud storage. The design of databases sp ...
used to send the mail out. If the
company A company, abbreviated as co., is a Legal personality, legal entity representing an association of people, whether Natural person, natural, Legal person, legal or a mixture of both, with a specific objective. Company members share a common p ...
was compiling a database from addresses handwritten on a
questionnaire A questionnaire is a research Research is "creativity, creative and systematic work undertaken to increase the stock of knowledge". It involves the collection, organization and analysis of evidence to increase understanding of a topic, ...
, the person typing those into the database would be a data entry clerk. In a cash office, a data entry clerk might be required to type expenses into a database using numerical codes.


Optical character/mark recognition

With to the advance of technology, many data entry clerks no longer work with hand-written documents. Instead, the documents are first scanned by a combined OCR/OMR system (
optical character recognition Optical character recognition or optical character reader (OCR) is the electronic or mechanical conversion of images of typed, handwritten or printed text into machine-encoded text, whether from a scanned document, a photo of a document, a scen ...
and
optical mark recognition Optical mark recognition (also called optical mark reading and OMR) is the process of reading information that people mark on surveys, tests and other paper documents. OMR is used to read questionnaires, multiple choice examination papers in the ...
,) which attempts to read the documents and process the data electronically. The accuracy of OCR varies widely based upon the quality of the original document as well as the scanned image; hence the ongoing need for data entry clerks. Although OCR technology is continually being developed, many tasks still require a data entry clerk to review the results afterward to check the accuracy of the data and to manually key in any missed or incorrect information. An example of this system would be one commonly used to document
health insurance Health insurance or medical insurance (also known as medical aid in South Africa) is a type of insurance that covers the whole or a part of the risk of a person incurring medical expenses. As with other types of insurance, risk is shared among ma ...
claims, such as for
Medicaid Medicaid in the United States is a federal and state program that helps with healthcare costs for some people with limited income and resources. Medicaid also offers benefits not normally covered by Medicare, including nursing home care and pers ...
in the
United States The United States of America (U.S.A. or USA), commonly known as the United States (U.S. or US) or America, is a country primarily located in North America. It consists of 50 states, a federal district, five major unincorporated territorie ...
. In many systems, the hand-written forms are first scanned into digital images (JPEG, PNG, bitmap, etc.). These files are then processed by the optical character recognition system, where many fields are completed by the computerized optical scanner. When the OCR software has low confidence in a data field, it is flagged for review – not the entire record but just the single field. The data entry clerk then manually reviews the data already entered by OCR, corrects it if needed, and fills in any missing data by simultaneously viewing the image on-screen. The accuracy of personal records, as well as billing or financial information, is usually very important to the general public as well as the healthcare provider. Sensitive or vital information such as this is often checked many times, by both clerk and machine, before being accepted.


Job requirements, security, and pay

Accuracy is usually more important than speed, because detection and correction of errors can be very time-consuming. Staying focused and speed are also required. The job is usually low-skilled, so veteran staff are often employed on a temporary basis after a large survey or census has been completed. However, most companies handling large amounts of data on a regular basis will spread the contracts and workload across the year and will hire
part-time Part-time can refer to: * Part-time job, a job that has fewer hours a week than a full-time job * Part-time student, a student, usually in higher education, who takes fewer course credits than a full-time student * Part Time Part Time (styliz ...
. The role of data entry clerks working with physical hand-written documents is on the decline in the developed world, because employees within a company frequently enter their own data, as it is collected now, instead of having a different employee do this task. An example of this is an operator working in a
call center A call centre ( Commonwealth spelling) or call center (American spelling; see spelling differences) is a managed capability that can be centralised or remote that is used for receiving or transmitting a large volume of enquiries by telephone. ...
or a
cashier A retail cashier or simply a cashier is a person who handles the cash register at various locations such as the point of sale in a retail store. The most common use of the title is in the retail industry, but this job title is also used in the ...
in a shop. Cost is another reason for the decline. Data entry is labor-intensive for large batches and therefore expensive, so large companies will sometimes outsource the work, either locally or to third-world countries where there is no shortage of cheaper unskilled labor. , the median pay was between $19,396 and $34,990 in the United States. , ''The New York Times'' was still carrying ads for the job title ''Data Entry Clerk''.


Education and training

For the job as a data entry clerk, competent
math Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
and
English English usually refers to: * English language * English people English may also refer to: Peoples, culture, and language * ''English'', an adjective for something of, from, or related to England ** English national ide ...
skills may be necessary. The worker will need to be very familiar with office software such as word processors, databases, and spreadsheets. One must have quickness, focus, and customer service skills. Education higher than a
high school diploma A high school diploma or high school degree is a North American academic school leaving qualification awarded upon high school graduation. The high school diploma is typically obtained after a course of study lasting four years, from grade 9 to gra ...
is often not required, but some companies require a bachelor's degree. Companies also hope the worker will have one year of experience in a related field.


References


External links

{{Commons category, Data entry workers
Tracing the History of the Computer - Punched Card (Hollerith Card)
Office and administrative support occupations Data processing