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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.
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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
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0100200300400500600700800
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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
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0100200300400500600700800
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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.