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Designing Accurate Data-Entry Procedures Systems Analysis and Design Kendall and Kendall
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Major Topics Data entry Effective coding Types of codes Guidelines for coding Validation methods Check digits Ecommerce accuracy
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Quality Data-Entry Objectives The quality of data input determines the quality of information output Accurate data entry is achieved through four broad objectives: Effective coding Effective data capture Efficient data capture and entry Assuring quality through validation
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Codes and Coding Coding helps efficiency because Data that are coded require less time to enter Coding helps to reduce the number of items entered Coding can help in sorting of data during the data transformation process Coded data can save valuable memory/storage space
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Purpose of Coding Besides providing accuracy and efficiency, coding does the following: Keeping track of something Classifying information Concealing information Revealing information Requesting appropriate action
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Types of Codes Types of codes are Simple sequence code Alphabetic derivation codes Classification codes Block sequence codes Cipher codes Significant digit subsets Mnemonic codes Function codes
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Simple Sequence Code Identify a person, place, or thing in order to keep track of it A number that is assigned to something if it needs to be numbered It has no relation to the data itself
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Alphabetic Derivation Codes A commonly used approach in identifying an account number The code becomes the account number
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Alphabetic Derivation Codes First five digits come from the first five digits of the subscriber's zip code Next three are the first three consonants in the subscriber's name Next four numbers are the street address Last three make up the code for the magazine
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Advantages of Alphabetic Derivation Codes Advantages Can have zip code in front for sorting A requirement for bulk mailing A magazine subscription may be used weekly for mailing Can verify a person calling about their account
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Disadvantages of Alphabetic Derivation Codes Disadvantages Names like ROE - become RXX Street addresses like 12 OAK STREET - code contains 1200 Changing name or address results in the key field being changed
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Classification Information Coding affords the ability to distinguish between classes of items Classes must be mutually exclusive Classification Codes Used to distinguish one group of data with special characteristics from another
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Classification Information Consist of either a single letter or a number A shorthand way of describing a person, place, thing, or happening Classification codes are listed in manuals or posted so that users can locate them easily
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Classification Codes Use a single letter for a code
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Classification Codes Problems
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Block Sequence Codes An extension of the sequence code Advantages That the data are grouped according to common characteristics The simplicity of assigning the next available number (within the block) to the next item needing identification Can do inquiries on code beginnings
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Block Sequence Code
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Cipher Codes Codes may be used to conceal or disguise information Cipher Codes Direct substitution of one letter for another, one number for another, or one letter for a number
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Cipher Codes
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Revealing Information Sometimes it is desirable to reveal information through a code Make the data entry more meaningful Allows persons to view the code and understand what it means
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Significant Digit Subsets Used to describe a product via its membership in many subgroups The advantage of using a significant-digit subset code is the ability to locate items that belong to a certain group or class
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Significant Digit Subsets Can do inquiries on portions of the code Look for matching red items, other size 10 items, other maternity, or similar dresses
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Mnemonic Codes A mnemonic (pronounced nî-môn'-ïk) is a memory aid Any code that helps data-entry person remember how to enter the data or End user remember how to use the information Uses a combination of letters and symbols
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Function Codes Codes are often necessary for instructing either the computer or the person about actions to take Function Codes Spelling out precisely what activities are to be accomplished is replaced by the use of a short numerical or alphabetic code
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Guidelines for Coding Guidelines for coding Keep codes concise Keep codes stable Make codes that are unique Allow codes to be sortable Avoid confusing codes Keep codes uniform Allow for modification of codes Make codes meaningful
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Keep Codes Concise Overly long codes mean more keystrokes and consequently more errors Long codes also mean the information in the files will require more memory If codes must be long, they should be broken up into subcodes
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Keep Codes Stable Stability means that the identification code for a customer should not change each time new data are received
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Make Codes That are Unique Assure that codes are unique Make a note of all codes used in the system Do not assign the same code number or name to the same items
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Allow Codes to be Sortable The codes must be sortable Problem date: MMMDDYY First three symbols are the month as a three-letter abbreviation Second two are the date as a number Last two digits are the year Numerical codes are much easier to sort than alpha-numeric data
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Avoid Confusing Codes Avoid using coding characters that look or sound alike O (the letter oh) and 0 (the number zero) Letter I and the number 1 Letter Z and the number 2 Codes such as B1C and 280Z are confusing Canadian Postal Code The code format is X9X 9X9
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Keep Codes Uniform Follow readily perceived forms most of the time Avoid using the codes MMDDYY in one application YYDDMM in a second MMDDCCYY in a third; CC - century
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Allow for Modification of Codes The system will evolve over time The coding system should be able to encompass change
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Make Codes Meaningful Effective codes contain information They should make sense to people using them Meaningful codes are easier to understand, work with, and recall
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Using Codes Codes are used In validation programs to ensure that only valid codes have been entered In report and inquiry programs to display code meanings In GUI programs to create drop-down lists This helps to ensure accurate data, since the user sees the code and it’s meaning and can only select a code from the list
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Effective Data Capture In order to assure the quality of data entered into the system, it is important to capture data effectively
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Guidelines for Effective Data Capture Guidelines for effective and efficient data capture Deciding what to capture Letting the computer do the rest Avoiding bottlenecks and extra steps Starting with a good form Choosing a data-entry method
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Validation Overview To assure data quality, errors should be detected during input, prior to processing and storage Two possible ways to validate inputs are: Validation of input transactions Validation of input data
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Data-Entry Methods Data-entry methods include Keyboards Optical character recognition Magnetic ink character recognition Mark-sense forms Bar codes Intelligent terminals
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Problems With Input Data Three main problems that can occur with input transactions are Submitting the wrong data to the system Submitting of data by an unauthorized person Asking the system to perform an unacceptable function
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Validation Methods Validation methods include Test for missing data Test for correct field length Test for class or composition Test for range or reasonableness Test for invalid values Cross-reference checks Test for comparison with stored data
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Check Digits Check digits are used to validate a numeric field by performing a calculation on a part of the number and comparing the result with a digit stored within the number Check digits help to detect Single digit miskey Transposition errors
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Check Digits There are several check digit methods: Modulus 10, “2-1-2” method Modulus 10, “3-1-3” method Modulus 11, arithmetic method Modulus 11, geometric method
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Check Digit General Method Start with the numeric code Choose the weighting method and modulus number Multiply the digit by the chosen weight Sum the new numbers Divide by the modulus number
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Check Digit General Method Remaining Steps Compute the check digit by taking the modulus number and subtracting the remainder Subtract again if greater than 10 Add check digit to the end of the number Use this new code for data entry and let the computer validate the code
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Modulus 11 Arithmetic Method
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Using Codes Codes may be included in drop-down lists when using a GUI interface This helps to ensure that the data entered are accurate, since the user sees both the code and it’s meaning and can only select a code from the list
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Ecommerce Accuracy Ecommerce environments have increased accuracy of data because Customers generally enter data themselves Data entered by customers are stored for later use Data entered at the point of sale are used throughout the order fulfillment process Information is used as feedback to customers
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