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    C HAPTER 14

    General Ledger andReporting System

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    INTRODUCTION

    Questions to be addressed in this chapterinclude: What information processing operations are

    required to update the general ledger andproduce reports for internal and externalusers?

    How do IT developments impact the general

    ledger and reporting system? What are the major threats in the general

    ledger and reporting system and the controlsthat can mitigate those threats?

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    INTRODUCTION

    What is a balanced scorecard and how is itused?

    What are data warehouses, and how do they

    support business intelligence? How can the design of financial graphs affect

    business decisions?

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    INTRODUCTION

    The general ledger and reporting system(GLARS) includes the processes in placeto update general ledger accounts andprepare reports that summarize results ofthe organizations activities.

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    INTRODUCTION

    One of the primary functions of GLARS is tocollect and organize data from: Each of the accounting cycle subsystems, which

    provide summary entries related to the routineactivities in those cycles. The treasurer, who provides entries with respect to

    non-routine activities such as transactions with

    creditors and investors. The budget department, which provides budgetnumbers.

    The controller, who provides adjusting entries.

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    INTRODUCTION

    The information must be organized tomeet the needs of internal and externalusers.

    The system must be designed to produceregular periodic reports and to supportreal-time inquiries.

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    GENERAL LEDGER AND REPORTINGSYSTEM

    The basic activities in the GLARS are: Update the general ledger Post adjusting entries Prepare financial statements Produce managerial reports

    The first three represent the basic steps inthe accounting cycle.

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    GENERAL LEDGER AND REPORTINGSYSTEM

    The basic activities in the GLARS are: Update the general ledger Post adjusting entries Prepare financial statements Produce managerial reports

    The first three represent the basic steps inthe accounting cycle.

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    UPDATE THE GENERAL LEDGER

    Updating the general ledger consists ofposting journal entries from two sources: Summary journal entries of routine

    transactions from the accounting subsystems. Individual journal entries for non-routine

    transactions from the treasurer. Examples:

    Issuances or payment of debt and the associatedinterest. Issuances or repurchases of company stock and

    paying dividends on that stock.

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    UPDATE THE GENERAL LEDGER

    Journal entries are often documented on aform called a jo u rn al v o u c h er .

    After updating the general ledger (GL), journal entries are stored in a journalvoucher file.

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    POST ADJUSTING ENTRIES

    Adjusting entries originate in thecontrollers office at the end of eachaccounting period (month, quarter, year,

    etc.) and after the initial trial balance hasbeen prepared. The t r ia l balan ce lists the balances for all

    of the GL accounts. If properly recorded, the total of all debit

    balances equal the total of all creditbalances.

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    POST ADJUSTING ENTRIES

    There are five types of adjusting entries: Accruals

    An accrual involves an event that hasoccurred for which the related cash flowhas not yet taken place. Accrued revenue The company has

    delivered a product or service to a customer

    but has not yet been paid. Accrued expense The company has used upa good or service but not yet paid for it.

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    POST ADJUSTING ENTRIES

    There are five types of adjusting entries: Accruals Deferrals

    A deferral involves a situation where the cash flowtakes place before the related revenue is earned or theexpense is incurred. Deferred revenue The company received payment for a

    product or service that was not yet been completely deliveredto the customer (aka, unearned revenue).

    Deferred expense The company paid for a good or servicewhich they had not yet completely used up (aka, prepaidexpense).

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    POST ADJUSTING ENTRIES

    There are five types of adjusting entries: Accruals Deferrals Estimates

    Estimates are used to recognize expensesthat cannot be directly attributed to a relatedrevenue and must be allocated in a more

    subjective or systematic manner. Examples:

    Depreciation expense. Bad debt expense.

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    POST ADJUSTING ENTRIES

    There are five types of adjusting entries: Accruals Deferrals Estimates Re-evaluations

    Re-evaluations result from: Reconciling actual and recorded values of assets.

    Example: Making a lower-of-cost-or-market adjustment toinventory.

    Recording an asset impairment.

    Recording changes in accounting principles.

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    POST ADJUSTING ENTRIES

    There are five types of adjusting entries: Accruals Deferrals Estimates Re-evaluations Error corrections

    Error corrections involve correctionof errors previously made in thegeneral ledger.

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    POST ADJUSTING ENTRIES

    Journal vouchers for adjusting entriesshould be stored in the journal voucherfile.

    Once adjusting entries have beenrecorded, an adjusted trial balance isprepared from the new balances in thegeneral ledger.

    The adjusted trial balance serves as theinput for the next step preparation of thefinancial statements.

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    GENERAL LEDGER AND REPORTINGSYSTEM

    The basic activities in the GLARS are: Update the general ledger Post adjusting entries Prepare financial statements Produce managerial reports

    The first three represent the basic steps inthe accounting cycle.

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    PREPARE FINANCIAL STATEMENTS

    Activities in the preparation of financialstatements are as follows: Prepare an incom e s tatem ent

    The income statement is prepared using thebalances in the revenue, expense, gain, andloss accounts listed on the adjusted trialbalance.

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    PREPARE FINANCIAL STATEMENTS

    Activities in the preparation of financialstatements are as follows: Prepare an income statement Prepare c los ing ent r ies

    After preparation of the income statement, the revenue,expense, gain, and loss accounts are closed.

    Their balances are transferred to retained earnings, so that thisaccount will have the correct ending balance.

    If a separate account is kept for dividends, that account is alsoclosed to retained earnings.

    Most companies perform monthly and annual closes.

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    PREPARE FINANCIAL STATEMENTS

    Activities in the preparation of financialstatements are as follows: Prepare an income statement Prepare closing entries Prepare a statement of stockholders

    equi ty Reconciles the changes in the stockholders equity accounts

    (paid-in capital and retained earnings) for the year.

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    PREPARE FINANCIAL STATEMENTS

    Activities in the preparation of financialstatements are as follows: Prepare an income statement Prepare closing entries Prepare a statement of stockholders equity Prepare a balance sh eet

    Presents the balances in thepermanent accounts: Assets Liabilities

    Owners Equity

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    PREPARE FINANCIAL STATEMENTS

    Activities in the preparation of financialstatements are as follows: Prepare an income statement Prepare closing entries Prepare a statement of stockholders equity Prepare a balance sheet Prepare a s t a tem ent o f cash f low s

    Presents changes in cash for

    the period categorized by: Operating activities Investing activities Financing activities

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    GENERAL LEDGER AND REPORTINGSYSTEM

    The basic activities in the GLARS are: Update the general ledger Post adjusting entries Prepare financial statements Produce managerial reports

    The first three represent the basic steps inthe accounting cycle.

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    PRODUCE MANAGERIAL REPORTS

    The final step is prepare of reports forinternal purposes, including: Reports to verify the accuracy of the

    posting process. Examples:

    Lists of journal vouchers by numerical sequence,account number, or date.

    Lists of general ledger account balances.

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    PRODUCE MANAGERIAL REPORTS

    The final step is prepare of reports forinternal purposes, including: Reports to verify the accuracy of the posting

    process. Budgets for planning and evaluating

    performance.

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    PRODUCE MANAGERIAL REPORTS

    The final step is prepare of reports forinternal purposes, including: Reports to verify the accuracy of the posting

    process. Budgets for planning and evaluating

    performance:

    Operating budget Depicts planned revenues and expenses for

    each unit.

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    PRODUCE MANAGERIAL REPORTS

    The final step is prepare of reports forinternal purposes, including: Reports to verify the accuracy of the posting

    process. Budgets for planning and evaluating

    performance:

    Operating budget Capital expenditure budget

    Shows planned cash inflows and outflowsfor each project.

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    PRODUCE MANAGERIAL REPORTS

    The final step is prepare of reports forinternal purposes, including: Reports to verify the accuracy of the posting

    process. Budgets for planning and evaluating

    performance:

    Operating budget Capital expenditure budget Cash flow budget

    Shows anticipated cash inflows and outflows

    for use in determining borrowing needs.

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    PRODUCE MANAGERIAL REPORTS

    The final step is prepare of reports forinternal purposes, including: Reports to verify the accuracy of the posting

    process. Budgets for planning and evaluating

    performance:

    Operating budget Capital expenditure budget Cash flow budget

    Whats the difference between the operatingbudget and the cash flow budget?

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    PREPARE MANAGERIAL REPORTS

    Budgets and performance reports should bedeveloped on the basis of respons ib i l i tyaccoun t ing , i.e., reporting results on the basis

    of the manager responsible: Breaks down financial results by sub-unit. Shows actual costs and variances for current month

    and year-to-date for items the subunit controls.

    The cost of a sub-unit is displayed as a single lineitem on the report for the next level up.

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    PREPARE MANAGERIAL REPORTS

    Contents of the budgetary performancereports should be tailored to the nature ofthe unit being evaluated.- Cost centers

    Examples: Production, service, andadministrative departments.

    Present actual vs. budgeted costs, focusingonly on controllable costs.

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    PREPARE MANAGERIAL REPORTS

    Contents of the budgetary performancereports should be tailored to the nature ofthe unit being evaluated.- Cost centers- Revenue centers

    Example: Sales department.

    Present actual vs. forecasted sales byproduct, geographical category, etc.

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    PREPARE MANAGERIAL REPORTS

    Contents of the budgetary performancereports should be tailored to the nature ofthe unit being evaluated.- Cost centers- Revenue centers- Profit centers

    Examples: IT and utilities that charge otherunits for their services.

    Compare actual vs. budgeted revenues,expenses, and profits.

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    PREPARE MANAGERIAL REPORTS

    Contents of the budgetary performancereports should be tailored to the nature ofthe unit being evaluated.- Cost centers- Revenue centers- Profit centers

    - Investment centers Examples: Plants, divisions, and other

    autonomous operating units. Provide calculations of return on investment.

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    PRODUCE MANAGERIAL REPORTS

    The method used to calculate the budgetstandard is crucial: Can use a fixed target and compare actual

    results to the fixed budget. Problem: Does not adjust for unforeseen

    changes in operating environment and may

    penalize manager for factors beyond hiscontrol.

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    PRODUCE MANAGERIAL REPORTS

    Example: A unit forecasts sales of 1,000 units of its

    product.

    Actual sales are 1,200 units. Because sales rose, the cost of goods sold

    also rose. The outcome is good for the profitability of the

    company, but the production manager may bepenalized because production costs werehigher than the fixed target.

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    PRODUCE MANAGERIAL REPORTS

    Solution: Develop a flexible budget.

    Break each item into fixed and variable

    components. Adjust the variable components for variations in

    sales or production. See example on next slide.

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    SAMPLE FLEXIBLE BUDGET

    Sales Revenue ($5 ea.) 500,000$ 600,000$ 600,000$

    Production Costs Fixed (200,000) (200,000) (205,000) (5,000)$

    Variable ($1.20 ea.) (120,000) (144,000) (141,600) 2,400$

    Selling & Admin.Fixed (70,000) (70,000) (62,000) 8,000$Variable ($.50 ea.) (50,000) (60,000) (54,000) 6,000$

    Income 60,000$ 126,000$ 137,400$

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    XBRL: REVOLUTIONIZING THEREPORTING PROCESS

    Although financial statements appearelectronically in a variety of formats, untilrecently disseminating this information was

    cumbersome and inefficient. Recipients (SEC, IRS, etc.) required the informationin a variety of formats which was time-consuming.

    Also conducive to errors, because re-entry of the

    information was often necessary. Underlying problem: Lack of standards for

    identifying the content of data.

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    XBRL: REVOLUTIONIZING THEREPORTING PROCESS

    Solution: Extensible Business ReportingLanguage (XBRL) A variant of XML designed specifically to communicate

    the contents of financial data. Creates tags for each data item much like HTML tags. Tag names specify line items in financial statements. Other fields in the tag provide information such as the year,

    units of measure, etc.

    Major software vendors are developing tools toautomatically generate XBRL codes soaccountants wont need to write code.

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    XBRL: REVOLUTIONIZING THEREPORTING PROCESS

    XBRL provides two major benefits: Organizations can publish their financial

    statements on time in a format that anyone

    can use. Recipients will no longer need to manually re-

    enter data they acquired electronically so thatdecision support tools can analyze them.

    Means search for data on the Internet will be moreefficient and accurate.

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    XBRL: REVOLUTIONIZING THEREPORTING PROCESS

    Benefits of XBRL apply to exchangingfinancial information both externally andinternally.

    XBRL provides a great example of howaccountants can actively participate in ITdevelopment, since the accounting

    profession spearheaded its development.

    The power of XBRL lies in the informationprovided by its tags. XBRL taxonomies definewhat those tags represent. There are two basictypes of taxonomies. 1) Financial reportingtaxonomies, which have been developed fordifferent industries and countries, definesummary measures like accounts payable,inventory, and accounts receivable that appear infinancial statements and reports. 2) XBRL-GL

    taxonomy (the GL stands for "global ledger")defines the underlying data elements in an theAIS, thereby tagging each individual piece ofbusiness data prior to its aggregation in reports.

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    CONTROL: OBJECTIVES, THREATS,AND PROCEDURES

    In the general ledger and reporting system (or anycycle), a well-designed AIS should provide adequatecontrols to ensure that the following objectives are met: All transactions are properly authorized.

    All recorded transactions are valid. All valid and authorized transactions are recorded. All transactions are recorded accurately. Assets are safeguarded from loss or theft.

    Business activities are performed efficiently and effectively. The company is in compliance with all applicable laws and

    regulations. All disclosures are full and fair.

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    CONTROL: OBJECTIVES, THREATS,AND PROCEDURES

    There are several actions a company can takewith respect to any cycle to reduce threats oferrors or irregularities. These include: Using simple, easy-to-complete documents with

    clear instructions (enhances accuracy andreliability).

    Using appropriate application controls, such asvalidity checks and field checks (enhances

    accuracy and reliability). Providing space on forms to record who completed

    and who reviewed the form (encourages properauthorizations and accountability).

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    CONTROL: OBJECTIVES, THREATS,AND PROCEDURES

    Pre-numbering documents (encouragesrecording of valid and only validtransactions).

    Restricting access to blank documents(reduces risk of unauthorized transaction).

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    CONTROL: OBJECTIVES, THREATS,AND PROCEDURES

    In the following sections, well discuss thethreats that may arise in the generalledger and reporting system, as well asthe controls that can prevent those threats.

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    THREATS IN THE GENERALLEDGER AND REPORTING SYSTEM

    The primary threats in the general ledgerand reporting system are: THREAT 1: Errors in updating the general

    ledger and generating reports THREAT 2: Financial statement fraud THREAT 3: Loss, alteration, or unauthorized

    disclosure of financial data THREAT 4: Poor performance You can click on any of the threats above to get

    more information on: The types of problems posed by each threat. The controls that can mitigate the threats.

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    SUPPORTING MANAGEMENTSINFORMATION NEEDS

    Three tools or abilities can be particularlyuseful to management in decision making: The balanced scorecard Data warehouses Proper design of graphs of financial data

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    SUPPORTING MANAGEMENTSINFORMATION NEEDS

    Three tools or abilities can be particularlyuseful to management in decision making: The balanced scorecard Data warehouses Proper design of graphs of financial data

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    THE BALANCED SCORECARD

    A balanc ed sc orecard is a report thatprovides a multi-dimensional perspectiveon organizational performance.

    Contains measures relating to fourperspectives of the organization: Financial

    Customer Internal operations Innovation and learning

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    THE BALANCED SCORECARD

    The balanced scorecard shows: The organizations goals for each of the four

    dimensions Specific measures of performance in attaining those

    goals. It provides a more comprehensive overview of

    organizational performance than financialmeasures alone.

    Properly designed, it measures key aspects ofthe organizations strategy and reflects importantcausal links.

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    THE BALANCED SCORECARD

    With respect to the goals: Many organizations mistakenly use industry

    benchmarks in designing their balanced

    scorecards. This approach limits the companys

    performance to that of its competitors andfails to consider the organizations uniquestrengths and weaknesses.

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    THE BALANCED SCORECARD

    Example: Dumbledore InsuranceCompanys top management agreed onthree key financial goals: Increased revenue streams through the sale

    of new products. Increased profitability as reflected in return on

    equity. Maintaining adequate cash flows to meet

    obligations.

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    THE BALANCED SCORECARD

    They then created the following hypotheses (orcausal links) as to how these goals could beachieved: If we increase employee training ( innovation and

    learning dimension ), that should improve our servicequality ( internal operations dimension ). If we increase our service quality ( internal

    operations dimension ), that should improve ourcustomer satisfaction ( customer dimension ) andcause us to pick up a greater market share.

    Improved customer satisfaction and market share(customer dimension ) should therefore result inimproved profitability ( financial dimension ).

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    THE BALANCED SCORECARD

    Given these hypotheses, Dumbledoredesigns and implements the scorecardshown on the following slide.

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    THE BALANCED SCORECARD

    Analyzing trends in the actual measuresallows Dumbledores management to testthe validity of their hypotheses:

    If improvements in one perspective dontgenerate expected improvements in otherareas, top management should reevaluateand revise their hypotheses.

    The ability to test and refine their strategy isone of the major benefits of the balancedscorecard.

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    THE BALANCED SCORECARD

    In developing a balanced scorecard: Top management should specify the goals to

    be pursued in each dimension.

    Accountants and IS professionals: Help them choose appropriate measures for

    tracking attainment of these goals. Provide input on the feasibility of collecting data to

    implement the various measures.

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    SUPPORTING MANAGEMENTSINFORMATION NEEDS

    Three tools or abilities can be particularlyuseful to management in decision making: The balanced scorecard Data warehouses Proper design of graphs of financial data

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    USING DATA WAREHOUSES FORBUSINESS INTELLIGENCE

    Management must constantly monitor andreevaluate the organizations financial andoperating performance in light of strategic goalsand must be able to alter plans quickly when theenvironment changes.

    They may adopt ERP systems and integrated AIS systems to facilitate these activities.

    However, these systems are designed primarilyto support transaction processing needs, andtypically contain data only for the current fiscalyear and maybe an extra month.

    S G O S S O

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    USING DATA WAREHOUSES FORBUSINESS INTELLIGENCE

    But strategic decision making requires access tolarge amounts of historical data. To fill this need, organizations are building separate

    databases called data w areho us es . These are typically huge databases that contain both

    detailed and summarized data for a number of years. They are separate from the AIS.

    Organizations may also build separate, smallerwarehouses, called data marts , for individualfunctions such as finance or human resources.

    USING DATA WAREHOUSES FOR

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    USING DATA WAREHOUSES FORBUSINESS INTELLIGENCE

    Data warehouses and data marts are updatedperiodically to reflect the results of transactions thathave occurred since the last update.

    They are structured differently than transactionprocessing databases:

    Transaction processing databases are designed tominimize redundancy and maximize efficiency ofupdates.

    Data warehouses are purposely designed to beredundant in order to maximize query efficiency.

    They are usually dimensional in nature. Most use a star schema.

    Dimension Table

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    Fact Table

    Location IDItem NumberBuyer NumberSupplier NumberTime PeriodDollar PurchasesUnit Purchases

    Dimension Table

    Location IDLocation NameBudgetStorage CapacityStateRegionCountry

    Address

    Item NumberItem NameDescription

    CategorySubcategory

    Dimension Table

    Buyer NumberBuyer NameDepartmentDivisionCityStateRegionCountry

    Dimension Table

    Time PeriodDateMonthYearQuarterFiscal YearDay

    Dimension Table

    Supplier NumberSupplier NameIndustry CategorySubcategoryStateRegionCountry

    Address

    At the center of the star is asingle fact table that representsthe most important variable ofinterest.

    Dimension Table

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    Fact Table

    Location IDItem NumberBuyer NumberSupplier NumberTime PeriodDollar purchasesUnit purchases

    Dimension Table

    Location IDLocation NameBudgetStorage CapacityStateRegionCountry

    Address

    Item NumberItem NameDescriptionCategorySubcategory

    Dimension Table

    Buyer NumberBuyer NameDepartmentDivisionCityStateRegionCountry

    Dimension Table

    Time PeriodDateMonthYearQuarterFiscal YearDay

    Dimension Table

    Supplier NumberSupplier NameIndustry CategorySubcategoryStateRegionCountry

    Address

    The fact table contains multipleviews or measures of a variable anda number of foreign keys that link itto the factors that influence it.

    Dimension Table

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    Fact Table

    Location IDItem NumberBuyer NumberSupplier NumberTime PeriodDollar PurchasesUnit Purchases

    Dimension Table

    Location IDLocation NameBudgetStorage CapacityStateRegionCountry

    Address

    Item NumberItem NameDescriptionCategorySubcategory

    Dimension Table

    Buyer NumberBuyer NameDepartmentDivisionCityStateRegionCountry

    Dimension Table

    Time PeriodDateMonthYearQuarterFiscal YearDay

    Dimension Table

    Supplier NumberSupplier NameIndustry CategorySubcategoryStateRegionCountry

    Address

    This fact table contains info onpurchases of raw materials in unitsand dollars.

    Dimension Table

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    Fact Table

    Location IDItem NumberBuyer NumberSupplier NumberTime PeriodDollar PurchasesUnit Purchases

    Dimension Table

    Location IDLocation NameBudgetStorage CapacityStateRegionCountry

    Address

    Item NumberItem NameDescriptionCategorySubcategory

    Dimension Table

    Buyer NumberBuyer NameDepartmentDivisionCityStateRegionCountry

    Dimension Table

    Time PeriodDateMonthYearQuarterFiscal YearDay

    Dimension Table

    Supplier NumberSupplier NameIndustry CategorySubcategoryStateRegionCountry

    Address

    Relevant dimensions includelocation of storage, item,purchasing agent, department,supplier, and time period (in red) .

    Dimension Table

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    Fact Table

    Location IDItem NumberBuyer NumberSupplier NumberTime PeriodDollar PurchasesUnit Purchases

    Dimension Table

    Location IDLocation NameBudgetStorage CapacityStateRegionCountry

    Address

    Item NumberItem NameDescriptionCategorySubcategory

    Dimension Table

    Buyer NumberBuyer NameDepartmentDivisionCityStateRegionCountry

    Dimension Table

    Time PeriodDateMonthYearQuarterFiscal YearDay

    Dimension Table

    Supplier NumberSupplier NameIndustry CategorySubcategoryStateRegionCountry

    Address

    Data warehouses consist of manystars one for each important setof data.

    USING DATA WAREHOUSES FOR

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    USING DATA WAREHOUSES FORBUSINESS INTELLIGENCE

    Business intelligence is the process ofaccessing data in a warehouse and usingit for strategic decision making. Two basic

    techniques: Online analytical processing (OLAP)

    The user employs queries to investigatehypothesized relationships in the data.

    Can drill down to deeper levels with eachquery.

    USING DATA WAREHOUSES FOR

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    USING DATA WAREHOUSES FORBUSINESS INTELLIGENCE

    Business intelligence is the process ofaccessing data in a warehouse and usingit for strategic decision making. Two basic

    techniques: Online analytical processing (OLAP) Data mining

    Uses sophisticated statistical analysis and artificialintelligence techniques such as neural networks to discoverunhypothesized relationships in the data.Lets just dig and see what we find!

    USING DATA WAREHOUSES FOR

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    USING DATA WAREHOUSES FORBUSINESS INTELLIGENCE

    Proper controls are needed for datawarehouses: Data validation controls are essential to ensuring data

    accuracy. The process of verifying the accuracy of the data, aka

    sc rubb ing , is often one of the most time-consuming andexpensive steps.

    Information should be protected from competitors or

    from destruction by using: Access controls Encryption Backup provisions

    SUPPORTING MANAGEMENTS

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    SUPPORTING MANAGEMENTSINFORMATION NEEDS

    Three tools or abilities can be particularlyuseful to management in decision making: The balanced scorecard

    Data warehouses Proper design of graphs of financial data

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    PRINCIPLES OF GRAPH DESIGN

    Accountants and IS professionals can helpmanagement deal with informationoverload by preparing graphs that highlight

    and summarize important facts. Well-designed graphs make it easy to

    identify and understand trends and

    relationships. Poorly-designed graphs can impair

    decision making.

    Insurance Type as % of Total

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    Insurance Type as % of TotalBusiness

    Life, 62%Health, 22%

    Auto, 16%

    LifeHealthAuto

    Pie charts show the relative size of sub-components.

    Auto Insurance Sales (In Thousands) By State

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    Bar charts are the most common type and are usedto display trends.

    601 603610

    605612

    540

    553

    566

    589

    519

    460

    480

    500

    520

    540

    560

    580

    600

    620

    2000 2001 2002 2003 2004

    Oklahoma

    Texas

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    PRINCIPLES OF GRAPH DESIGN

    Principles that make bar charts easy toread: Use titles that summarize the basic

    message.

    Millions of Dollars of Sales by Line of Insurance

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    Business

    681

    520

    418

    0100200300400500600700800

    Life Health Auto

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    PRINCIPLES OF GRAPH DESIGN

    Principles that make bar charts easy toread: Use titles that summarize the basic message.

    Include data values with each elementinstead of labeling the vertical axis. Thispractice facilitates mental calculations andanalyses.

    Millions of Dollars of Sales by Line of Insurance

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    Business

    681

    520

    418

    0100200300400500600700800

    Life Health Auto

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    PRINCIPLES OF GRAPH DESIGN

    Principles that make bar charts easy toread: Use titles that summarize the basic message.

    Include data values with each element insteadof labeling the vertical axis facilitates mentalcalculations and analyses.

    Use two-dimensional, instead of three-

    dimensional, bars. This practice makes iteasier to accurately assess magnitude ofchanges and trends.

    Millions of Dollars of Sales by Line of Insurance

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    LifeHealth

    Auto

    681

    520

    418

    0

    100

    200

    300

    400

    500

    600

    700 Business

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    PRINCIPLES OF GRAPH DESIGN

    Principles that make bar charts easy to read: Use titles that summarize the basic message. Include data values with each element instead of

    labeling the vertical axis facilitates mentalcalculations and analyses

    Use two-dimensional, instead of three-dimensional,bars makes it easier to accurately assessmagnitude of changes and trends.

    Use different shades of gray or colors insteadof patterns, dots, or stripes. They are easier todistinguish

    Millions of Dollars of Sales by Line of InsuranceB i

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    Business

    681

    520

    418

    0100200300400500600700800

    Life Health Auto

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    PRINCIPLES OF GRAPH DESIGN

    Although readability is important, theultimate value of graphs is to supportdecision making. Two principles are

    essential to accurate interpretation: Begin vertical axis at zero.

    Millions of Dollars of Sales by Line of InsuranceB i

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    Business

    681

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    418

    0100200300400500600700800

    Life Health Auto

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    PRINCIPLES OF GRAPH DESIGN

    Although readability is important, theultimate value of graphs is to supportdecision making. Two principles are

    essential to accurate interpretation: Begin vertical axis at zero. For graphs that depict time-series data,

    order the x-axis chronologically from leftto right.

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    PRINCIPLES OF GRAPH DESIGN

    Many annual reports contain graphs thatviolate these principles: Some done automatically by software.

    Some done intentionally. There are no authoritative guidelines in

    GAAP or auditing standards that prohibit

    these behaviors, even though the resultscan be deceptive.

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    SUMMARY

    Youve learned about the information processingoperations that are required to update thegeneral ledger and produce reports for internaland external users.

    Youve learned how IT developments impact thegeneral ledger and reporting system.

    Youve learned about the major threats in thegeneral ledger and reporting system and thecontrols that can mitigate those threats.

    SUMMARY

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    SUMMARY

    Youve learned how data warehouses anddata marts support business intelligence.

    Youve learned how the design of financialgraphs can affect business decisions.