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Case center
Financial Accounting
Creation date：2024-06-04 17:55:41
Belonging category：会计Accounting
Financial Accounting

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Automation and Decisions

Data Insights Action Results
Where might automation impact the gap?
What is the nature of the gap?
Is it valid to argue that a good decision leads to a good result?
• Data and analytics enables decisions that are based on rational evidence, rather than experience.
• In a rapidly changing environment, the value of experience is limited. Therefore, embedding analytics in the business
will drive better business results.
• Is this argument deductive or inductive?
Finance as a “Lens”
Financial Accounting:
• Standard financial metrics are used to communication
with external stakeholders
• Governed by law and principles – GAAP/IFRS
GAAP – Generally Acceptable Accounting Principles
IFRS - International Financial Reporting Standards
Finance as a “Lens”
Managerial Accounting:
• Information used within the company so that its
management can operate the company more effectively
Financial and Managerial Accounting
Financial Statements
Balance Sheet – Describes assets controlled by the business
and how those assets are financed
• Assets = Liabilities + Owners Equity
Income Statement (P&L) – Describes achievement of revenue,
and resourse expended to produce that achievement
• Income = Revenues - Expenses
Uses of Financial Statements
Managers –
Assess performance and identify areas requiring intervention
Shareholders –
Understand how capital is being managed
Outside investors –
Identify opportunities
Lenders and suppliers –
Assess credit worthiness
Balance Sheet
Representation of the company’s:
• Financial health - company’s ability to meet its obligations over
the long term
• Liquidity – company’s ability to meet current obligations
Measures operating performance
Produced periodically – quarterly and annually
Why is understanding financial health important for both
for-profit and non-profit organizations?
Components of Balance Sheet
Assets - What the company owns
• Listed in order of liquidity - ease with which they can be converted to cash
• Presented at the lower of the purchase price or market value at the time of the
financial statement
• Tangible assets are depreciated over their useful life
Liabilities
• Amounts that the company owes to others for products and services it has
purchased and amounts that it has borrowed
Assets – Liabilities = Equity
Balance Sheet
Assets
Liabilities
Shareholder Equity
Assets
Why are two years
shown?
Dollar amount of services provided or products
delivered that have not yet been paid for by
customer
Funds in checking accounts in commercial
banks, and securities with very short
maturities (90-120 day maturity)
Intangible assets, e.g. brands
All non-current assets that are aggregated
because they are too small to list separately.
Investment made in the manufacture,
production or purchase of products
Amount paid, at time of purchase, for the fixed
assets that the company owns (or lower) minus
depreciation
Liq
ui
di
ty
Inventory
Financial investment that the company has made in the manufacture, production, or
purchase (retail store) of products that will be sold to customers
• Finished goods - completed products ready for
shipment to customers. Reported value includes
costs directly associated with completing the
product
• Work in process - value has been added by the
company but it is not yet ready to be delivered to
the customer
• Raw materials - products or components that
have been received from vendors or suppliers to
which the company has done nothing
Investments and Intangible Assets
Ownership of other companies
Partial equity stakes in other companies, including joint ventures
Patents, Trademarks, Copyrights
Goodwill - Value of acquisition(s) above the value of the assets on
the balance sheet
Reported at the lower of cost or market
Fixed Assets
Tangible assets owned by the company and used in the operation
of its business that are expected to last more than one year
• Land
• Buildings
• Machinery and Equipment
• Vehicles
Gross book value - original amount paid for the tangible assets that
the company currently owns, subject to the lower of cost or market
accounting rule
Depreciation
Tangible assets are depreciated over their useful life
Straight-line depreciation - most common method of depreciation
• Gross book value (cost base of asset) divided by the number of years in the
useful life of the asset
Net book value – Gross book value minus depreciation
What is the reported net book value of an asset that is fully depreciated?
Total Liabilities - Sum of Current Liabilities (Must be paid within
1 yr) and Long-term Debt (Payment longer than 1 yr)
Liabilities
Amount borrowed from bank or other lender,
and not yet repaid
Amounts owed to vendors or suppliers for
products delivered and services provided for
which payment has not yet been made
Liabilities that had a maturity of more than
one year when the funds were originally
borrowed, but are now due in less than one
year
Expenses and Expenditures
Expenditure - disbursement of cash or a commitment to disburse cash (Costs that
maximize long-term value of business)
• EX: Capital investment - recognized over a period of operation
Expense - recognition of the expenditure and its recording (income statement) for
accounting purposes in the time period(s) that benefited from it (costs that need to
be incurred for the business to operate)
• Matching principle (GAAP)- Expenses should be recorded in the period of time
that benefited from the expenditure rather than the period of time in which
the expenditure occurred.
• Accrued expenses – outstanding charges at date of reporting. Total expense
reported on income statement, but liability for outstanding debt reported on
balance sheet.
Balance Sheet
Balance
Income Statement
Measures the company’s achievement (revenue) and the resources
(expenses) that were expended to produce that achievement
Describes the performance of the company over a period of time,
usually a month or a year
• Also called a statement of operations or a profit and loss
statement (P&L)
Revenue - Expenses = Profit or Net Income
Income Statement
Dollar amount of products and services
provided to customers during the year.
Recorded when the customer received and
approved products or services purchased
(Earnings before Interest, Taxes,
Depreciation and Amortization
EBIDTA = Gross Profit – SG&A)
Cost of producing or purchasing the
goods that are delivered to customers
Cost of operating the company
Portion of capital expenditure allocated
to current year.
Profit after costs of operating the company
Revenue minus all operating and
non-operating costs
Cost of Goods Sold
Cost of producing or purchasing the goods that are delivered to customers
Includes:
• Raw materials
• Purchased components
• Direct labor
• Operating and repairing the equipment used to manufacture the product
• Other manufacturing expenses, including utilities and maintenance of the
production facility
Gross Margin Across Industries
Industry Gross Profit Margin
Auto Repair & Maintenance 21%
Construction 19%
Hotels & Hospitality 76%
Maintenance Services 30%
Restaurants 67%
Retail 22%
Tax Services 90%
Transportation 47%
Why are the gross margins of Tax Services and Construction so different?
https://www.caminofinancial.com/profit-margin-by-industry/
General and Administrative Expenses
Cost of operating the company - not associated directly with producing the
product
Includes:
• Staff expenses (accounting, computer operations, senior management)
• Selling expenses (salaries, travel)
• Promotional expenses (advertising, trade shows)
• Research and development (technological research)
Net Margin
21% - “Tax Cuts and Jobs Act”
2022 Net Margin = $17,105/$157,403 = 10.9%
Amount of profit that the corporation
has achieved during the year
Net Margin = Net Earnings/Revenue
Did the profitability of Home Depot increase from 2020 to
2022?
Breakout discussion
15 minutes to compare Home Depot and Lowes based on what we
have learned
• What is the big difference in current assets? Why is there a
difference?
Case category
Tag cloud
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CMP7000A CMP-7038B Math 263 LAW3016 CS371 STAT 334 FIN0008 ACC3004 STAT 371 ​COMP1921 MTH201 ACCT2000 UN3412 CIV6000 MATHS 3021 MATE7014 ECON1 CIBC6035 LAW121G COMM 321 CSC8204R TTM2033 CSCI 2600 MAE 115 LNG302 CENV6175W1 ECON30019 CPS2015 BST969 DDES9015 AMATH242 CS 1151 N1592 ACCT600 EG503G SMM519 EC318 Ecstatistics EEE 471 MARK2051 Topology COM00037H ACCT3000 MTHM501 EG501V COM00055H BUSN9085 GGR273 MATH 2B ITD102 MA214 ECON0060 ECE3114 ECMM447 Mechanics CCT361H5S BSAN3210 WELF2001 Fin3001 RESP5001 STA 137 Linguistics 101 CSCI368 CMPSC497 LUBS3655 OMBA 5355 BUSM2562 ​BFF5902 CYBR7001 CULT2005 ECON 7720 MTRX3760 FSE598 ​LUE1001 MGSC 7100 CS3240 COSC7500 ACCT3091 INFOGR TRAN 2080 DESIGN CIVE215001 CIVE2360 CPSC 8430 FNCE2003 Stoichiometry INFS6023 Quantitative Method Math 21D ECE5179 Design ​ECON8022 Chemical DMS 213 ADM1370 BFF5902 BFF2701 AGRI10051 AMN400 ECON7322 ​FINC5090 ​MATH1052 ​SciComp Elec4622 ​FINS5516 ENG 101 MMM143 CS431CA2 BSAN2201 EBSC7070 ES9v9-10 PLIN0009 DATA 8 MATH 101 BCPM0097 ​MAT 237 BISM2201 EEE8099 Physics 11 ECE2238B Biostat 234 ​ECON30009 INF10025 CHEM252 CCMA4008 CIVE 3007 STAT0031 ELEC ENG 3108 MGMT90140 CHEM 252 STAT3016 MMM095 ​MMGT6016 Legal STAT 311 ELEC9764 COMP 370 TCS 3053 EECS 1021 FIT1051 C/C++ EE3C COMP2003J COM398 COMP51915 Simulator FIN42330 8PRO102 PGD ELEC5160 XJCO1921 COMP5123M INFS 2042 CHE1148H ECA5313 IN3329 Microsoft Modeling B15 2TT COMP3687 COMP2432 DMS2030 KAN4TSF CFKG CSE 5322 CSE 445 STATS 3DA3 CHC5223 COMP1048 EL3105 EECS 3221 CS231 ME 4434 ITP4510 ITP4501 CSCI 5708 Controller EECE 5699 CPEN 231L CPN programs CSC8016 MATU9D2 ENGN4213 2. SVM. (10 points) Consider an SVM classifier using RBF kernel, and finish the following python code to search for the optimum kernel parameter γ. You are required to calculate the RBF function and search yourself, instead of using functions in Scikit-Learn (sklearn). def parameter search(gamma list ,Xtr,ytr,Xts,yts ,...): """ Parameters gamma list: A list of RBF kernel parameter gamma to search for Xtr: Training data, shape (ntr,nrow,ncol) ytr: Training labels, shape (ntr,) Xts: Test data, shape (nts,nrow,ncol) yts: Test labels, shape (nts,) ... Add other parameters as needed Returns: gamma optimum: The gamma with minimum error on Xts, yts """ ... return gamma optimum
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