ABP: Analysis-by-Parts with Manually Margining Bill of Goods

These instructions are an optional component of the Bill of Goods ABP approach

INTRODUCTION:

When you have a Bill of Goods (BOG) or line-item budget available in addition to your labor costs, you may want to create a spending pattern unique for your Industry using Analysis-by-Parts (ABP)

The Intermediate Expenditures that are purchased by the business can be modeled in several different ways. Intermediate Expenditures are determined and modeled by IMPLAN for Industry Events, but they can also be modeled separately as a part of an ABP analysis within an Industry Spending Pattern or on an individual basis as a Commodity Output Events.  

When Intermediate Expenditures are purchased via retail or wholesale venues, Margins become relevant and therefore using the Commodity approach may be more suitable. Since the prices paid to a wholesaler or retailer are purchaser prices and not producer prices, adjustments need to be made to the sales value.  

 

DETAILED INFORMATION:

ABP can be an incredibly useful technique for digging deeper into a firm’s budgetary expenditures, but when we look at retail or wholesale purchases, it is important that these purchases are handled carefully. The reason for this is that IMPLAN understands values only expressed in producer prices, but a retail or wholesale gross sales value (known as the purchase price) includes not only the production component of the retail or wholesale venue but also the production of all the elements of the Value Chain that proceed it. Thus, the gross sales value of a retail sale is a combination of the Retail Value, Wholesale Value, Transportation Value, and Producer Value. The wholesale gross sales value is actually a combination of the Wholesale Value, Transportation Value, and Producer Value. Thus, if we create a coefficient of spending for either a retail or wholesale component without Margining, or if we apply the entire value to the production Sector’s coefficient, we will be mis-estimating the impacts on those respective Sectors.

There are two possible situations that might arise:

  1. Purchases are known to be retail or wholesale, but the specific items purchased are unknown.
  2. Purchases are known to be specific items, but the value associated to them is a wholesale or retail gross sales value.

These two situations will be handled in the Usage section in two different examples using simplified spending as examples.

 

THE PROCESS:

Example 1: Retail or Wholesale Purchase Value Is Known, but the Item Purchased Is Unknown

A Kansas flour milling business, Best of Grains, buys supplies as part of its production function. We know that of their $15,000,000 Output value they spend $1,000 a year at the local Office Retail Superstore and $21,600 through a Wholesaler. Our first inclination might be to simply create coefficients based on the respective portions of the total cost that these purchases represent. If we were to do so, we would represent these coefficients as:

ABP_Margins_-_Table_1.jpg

However, this would be attributing too much value to the Retail and Wholesale Sectors involved.

In order to determine what the Margin should be for each of these Sectors, we need to adjust the sales value further by determining what portion is kept by the retailer and wholesaler respectively. Note that in this circumstance, because we do not know the items purchased, the value that cannot be attributed to the retailer or wholesaler is leaked from the spending pattern.

We will get the Margin value from the “2017 COMMON (IMPLAN5) MARGINS” spreadsheet. 

Column A: The Producer (in this case the producing Sector would be grains)

Column B: The Industries and Commodities available to receive component parts of the Value Chain (Retail Value, Wholesale Value, Transportation Value, and Producer Value). Note that while not all the Retail Sectors (369-407) have values in column C, they are all present.

Column C: The portion of the Total Sales value that goes to the Sector listed in Column B.  Also, the Retail and Wholesale Sectors (395-407) have the same Sector designation in Columns A and B.

For our example, we do not know exactly what is being purchased, so we are going to highlight Column A and use the Find function in Excel to search for 3395 – Wholesale Trade, as well as 3406 – Retail- Miscellaneous Retail Stores. You should see the portion of the table captured below:

ABP_Margins_-_Excel_Download_395.jpg

With this new information, we will now reformulate our coefficient calculation to include the Margined values captured from the spreadsheet above.

ABP_Margins_-_Table_2.jpg

Thus when we added these components to our spending they would be represented as their Margined coefficients.

Now we can enter the information with the rest of the Bill of Goods as shown here.

ABP_Margins_-_Event_Screen.jpg

 

Example 2: Item Purchased Is Known, but the Value Is Expressed in Retail or Wholesale Costs

Best of Grains also buys grain as one of the primary components of its production. Of their $15,000,000 annual Output, they spend $8,400,000 on grain, but they purchase the grain through a wholesale food provider.

Just like above, we cannot directly attribute the $8.4 million in production to Sector 2 – Grains. But unlike in Example 1, we know exactly what our flour mill is purchasing in this circumstance. But now there is also an added caveat. When we look at the splits for Sector 2, we see that all elements of the Value Chain are included in the spreadsheet: Margin splits for Retail Value, Wholesale Value, Transportation Value, and Producer Value. However, we know there is no retailer because the purchase was made through a wholesaler. We will need to recalculate the Margin splits by adjusting the provided values so that the portion of the Margin assigned to the retailer in the table is redistributed into the wholesale, transport, and production elements of the Margin.

ABP_Margins_-_Excel_Download_3002.jpg

To do this we will need to zero out the retail Margin and normalize the remaining Margin values. We can normalize the remaining Margins as follows:

ABP_Margins_-_Table_3.jpg

Now that we have adjusted the Margins to account for the entire sales value without the retail component, we can apply the Margin values to the grain purchase to determine how much of the grain purchase goes to each of the other respective Sectors.

ABP_Margins_-_Table_4.jpg

So now we split the Grain entry into the new margined pieces as shown here.

ABP_Margins_-_Event_Screen_Grain_Split.jpg

While this represents a simplified example, the same principles apply to Margining larger more complicated projects as well. Note that more than one component in a spending pattern will likely have Wholesale and Retail purchases. It is usually best, unless you want to create a single Event for each part of the Value Chain (retail, wholesale, transportation, production), to sum these coefficients on like Sectors (ie combining all the Wholesale) into their total component so you have only one Event for each.

Remember, in these cases Capital Expenditures should be modeled separately from any operations or construction of the business. 

 

ADDITIONAL CONSIDERATIONS:

What about the Local Purchase Percentage?

This should be set to SAM Model Value. This will allow the Model to make estimates of local purchasing ability of all Commodities. 

Thinking about Transportation

Typically there are two legs of transport: between the producer and the wholesaler and between the wholesaler and the retailer. The transportation expenses should be accrued into a single Sector. If you are using the IMPLAN Margin splits as outlined in this article, both legs of transportation are included in the respective Margin components.  Keep in mind, however, that the first leg could be via ship from the producer to the wholesaler, while the second leg is via truck from the wholesaler to the retailer. 

Zeroing out the Retail Margin

In this case, we re-normalized across all Margin Sectors to remove the retail component in Example 2. However, this is not the only option, though it is typically the most conservative one. In contrast, you could argue that the wholesaler and transporters do not get a larger cut when there is no retailer. Perhaps it is more likely that the producer gets to keep the difference or splits the difference with the wholesaler. You can make these adjustments based on what you know about the Industry, and then state how you handled the normalization process in your results.

 

RELATED ARTICLES:

ABP: Introduction to Analysis-By-Parts

ABP: Analysis-by-Parts & Bill of Goods Using Commodity or Industry Events with Labor Income Event(s)

ABP: Analysis-by-Parts Using an Industry Spending Pattern Event with Labor Income Event(s)

Hospitals: Modeling Private Hospital Impacts with Analysis-by-Parts

Hospitals: Modeling Public & Nonprofit Hospital Impacts with Analysis-by-Parts

Proving Analysis-By-Parts: A Comparison of Event Types

ABP: Analysis-by-Parts Using an Industry Spending Pattern Event with Labor Income Events

INTRODUCTION:

Analysis-by-Parts (ABP) is a technique by which you can split the “stemming ripple effects” of an event into its individual impact components. Separating the pieces with Analysis-by-Parts gives the researcher more flexibility and customization capabilities in the analysis. 

 

DETAILED INFORMATION:

To perform an Analysis-by-Parts, you will want to know Direct Labor Income and the Direct Intermediate Expenditures or Output, as well as the Industry that your business is best represented by. If Direct Labor Income, Intermediate Expenditures and Output are unknown, Output can be calculated using the Output-per-worker for the Sector that best represents your business or industry (Region Details > Study Area Data > Industry Summary, Output-per-Worker column, Sector row).  Hold onto this number, we’ll need it at the end. 

handy template is here for you to use as you follow along with this example.

 

ABP_-_Industry_Spending_Pattern_and_Labor_Income_-_Industry_Summary.jpg

 

When the Industry you are modeling doesn’t match IMPLAN’s Output equation for the Industry, Analysis-by-Parts is appropriate. Performing an Analysis-by-Parts using an Industry Spending Pattern is most commonly used when modeling a nonprofit or public organization, because these organizations do not typically allocate an equal portion of their Output to Tax on Production and Imports (TOPI) or Other Property Income (OPI) as for-profit, private businesses. This technique is also useful for modeling a more specific type of industry than available in IMPLAN according to the default 546 Industry scheme, but this requires editing of the Industry Spending Pattern and the information to do so. 

STEP 1 – EXPENDITURES

Intermediate Expenditures should be applied to an Industry Spending Pattern. These Industry Spending Patterns are made up of all the Commodities expected to be purchased by the Industry for annual operations. 

Create an Event for the Intermediate Expenditures first. Populate the Event with a Title that makes sense to you and for the Type, select 2018 Industry Spending Pattern. 

Let’s take for example, a new public university that will open in West Virginia.  Select the Industry that best represents your business in the Specification Field. In this case, it is Industry 481 – Junior colleges, colleges, universities, and professional schools.  However, this Industry represents private establishments. 

Now, we need to put together the Output equation.

 

Output___IE_EC_PI_TOPI_OPI.jpg

 

The Intermediate Expenditure Coefficient can be found as the Gross Absorption column total in 

Region Details 
     > Social Accounts 
          > Balance Sheets
               > Industry Balance Sheet
                    > Commodity Demand

For WV in 2018 this value is 38.714%.

 

ABP_-_Industry_Spending_Pattern_and_Labor_Income_-_Finding_IE.jpg

 

IMPLAN says the Output Equation for this Industry in WV in 2018 is: 

The addition coefficients for the components of Value Added can be found in the Value Added Coefficient column in:

Region Details 
     > Social Accounts 
          > Balance Sheets
               > Industry Balance Sheet
                    > Value Added

 

ABP_-_Industry_Spending_Pattern_and_Labor_Income_-_Finding_VA.jpg

 

We know Output is the sum of Intermediate Expenditures + Employee Compensation + Proprietor Income + Other Property Income + Taxes on Production and Imports. Therefore, these five numbers should add together to give you 100%.

Output (100%) = 

     Intermediate Expenditures (38.71%) + Employee Compensation (41.58%)
     + Proprietor Income (1.55%) + Other Property Income (12.68%)
     + Taxes on Production and Imports (5.47%)

The public university we are hoping to model does not have any proprietors and it is tax exempt. While the public university does not generate any profit, it still may have some OPI for consumption of capital, this could include things like a purchase of new computers for the library. Determining how your industry or business’s Output Equation differs from IMPLAN’s definition is up to you as the analyst. 

If you have your own information about spending on Intermediate Expenditures and Labor Income, this is ideal! Your Intermediate Expenditure value can be entered into the Event Value Field.

If you do not have the total spending amount on Intermediate Expenditures, you’ll need to calculate this using Output and your Industry’s Output Equation. 

To generate the Output Equation for the public university in our example, we need to remove PI and TOPI from our Output equation. We will do this by zeroing those out and renormalizing the equation.

First, we’ll need to sum the portions we want to keep:

     Intermediate Expenditures (38.71%) + Employee Compensation (41.58%)
     + Other Property Income (12.68%) 
     = 92.98%

Next, we’ll divide each portion we are keeping by the new total to get new portions summing to 100%:

     New Intermediate Expenditure portion: 38.71% / 92.98% = 41.64%
     New Employee Compensation portion: 41.58% / 92.98% = 44.72%
     New Other Property Income portion: 12.68% / 92.5% = 13.64% 

The value for Intermediate Expenditures can be calculated as Output * Intermediate Expenditure coefficient and entered in the Event Value field. If Output for the university is $5M, then Intermediate Expenditures for the public university equals $5,000,000 * 41.64% = $2,081,912.73.

 

 ABP_-_Industry_Spending_Pattern_and_Labor_Income_-_IE_Event.jpg

 

If you’d like to make any edits to this Industry Spending Pattern because some information about the universities operating expenses is known, you can do so by opening the Menu. 

This will open the following module where you can add Commodities (Arrow A), delete Commodities (Arrow B), edit the portion of Intermediate Expenditures going to a given Commodity (Arrow C), edit the Local Purchase Percentage LPP (Arrow D), and re-sum the Intermediate Expenditure coefficients to 100% by normalizing or convert back to the original settings by resetting (Arrow E). 

 

ABP_-_Industry_Spending_Pattern_and_Labor_Income_-_Advanced_Editing.jpg

 

Editing an Industry Spending Pattern can become cumbersome if you have a full detailed list of expenditures. To model these Intermediates Expenditures as individual Commodity or Industry purchases, follow the instructions for Analysis-by-Parts & Bill of Goods: Using Commodity or Industry Events with Labor Income Events

 

STEP 2 – LABOR INCOME

Next, a Labor Income Event must be created either for Employee Compensation (EC), Proprietor Income (PI), or both.

In our example, the university will only have wage and salary workers so the total payroll value at the university should be run through a Labor Income Event with the Specification of Employee Compensation. 

Remember, these should be fully loaded payroll values which include wage and salary, all benefits (e.g., health, retirement) and payroll taxes (both sides of social security, unemployment taxes, etc.).  

If you need to convert your wage and salary data to fully loaded payroll, use the file Convert IMPLAN 546 Employment to FTE and Income to EC 2018.

Let’s say in our example, payroll is unknown. We can calculate Employee Compensation by multiplying the university’s Output by the university’s Employee Compensation coefficient by taking Output $5,000,000 * 44.72% = $2,235,983.09.

ABP_-_Industry_Spending_Pattern_and_Labor_Income_-_2_Events.jpg

 

STEP 3 – RUN THE IMPACT

Now either use the button at the top to select all or highlight each Event and drag them into your Group.  Next, hit run.

 

ABP_-_Industry_Spending_Pattern_and_Labor_Income_-_WV_Group.jpg

 

STEP 4 – INTERPRET THE RESULTS

When your analysis is complete, the results will show you the economic impact of all of the Events you entered which will include the Industry Spending Pattern Event and the Labor Income Event.

In our public university example, the schools annual operations has Indirect and Induced impacts of approximately 19 jobs, $809,056 in Labor Income, $1.5M in Value Added, and $2.9M in Output.

  • Indirect Effects are from the Industry Spending Pattern Events only and represent activity in the local industries affected by Direct business’s supply chain.
  • The Labor Income events only create Induced Effects.

 

STEP 5 –  MODIFYING RESULTS

Because the spending by the Direct business was modeled instead of the Direct business itself, there is no Direct Effect in your Results. Using the information we found Behind the i and calculated, we can find the Direct Effects.

Define your Direct Effect:

  • We know Direct Output = $5M
    Also, IE + VA = Output

$2,081,912.73 + $2,918,087.27 = $5M

  • Direct Value Added = Employee Compensation + OPI (there is no PI or TOPI)
    $2,235,983.09 + $682,104.18 = $2,918,087.27
  • Direct Labor Income = Employee Compensation
    $2,235,983.09
  • Direct Employment
    Output/Worker = $72,279.89
    Output = $5M
    $5M / $72,279.89 = 69.18

handy template is here for you to use to calculate the Output equation and add back in your Direct Effects.

 

TEMPLATE:

ABP – Public University Institutional Spending Pattern & Labor Income Events

ABP: Introduction to Analysis-By-Parts

Introduction:

Analysis-by-Parts is a technique by which you can split the “stemming ripple effects” of an Industry Event into its individual impact components – budgetary spending pattern and income. Intermediate Expenditures and income spending are the core impact factors of an Industry Event, initiating Indirect Effects and Induced Effects, respectively. Separating them into two Events gives you, as the user, more flexibility and customization capabilities in your analysis. 

Detailed Information:

To perform an Analysis-by-Parts, ideally you will want to know Direct Employment, Direct Labor Income, and either the total budgetary (goods and services) value or Direct Output. However, all of these elements can be estimated from the IMPLAN Model as long as you have, at minimum, a budgetary or Output value with which to initiate your Scenario.

Analysis-by-Parts is the process of splitting or parsing an impact analysis issue into more specific parts.

ABP allows you to:

  • Specify the amount of commodity inputs
  • Specify the proportion of local labor income
  • Specify the proportion of local purchases
  • Use IMPLAN’s special spending patterns

ABP is accomplished using combinations of Events Types. The total impact is the sum of the impacts of all of the following parts:

Part 1 – Direct Effects

  • No analysis required
  • If not all the Direct factors are known, estimates of these factors can be made from the underlying Study Area Data using the information found:
    • in Regions Details > Social Accounts > Balance Sheet > Industry Balance Sheet you will find Output value ratios in the Commodity Demand and Value Added tabs. If the industry does exist in the region, the Proxy region information must be used. 
    • Employment can be estimated using the Output per Worker ratios that are provided in the Model.
  • Record your Direct Effect because you will not be using an Industry Event to model the Indirect and Induced Effects.

Part 2 – Indirect and Induced Effects as a result of Intermediate Expenditures

  • Use an Industry Spending Pattern Event in the Impacts screen.
  • Choose the Sector that best matches the spending of the Industry/Organization being model.
  • By default the Value should be the total dollars spent on Intermediate Expenditures.
  • Using the Advanced menu, you have the option to indicate that the Value should be Total Output, as well as make edits to the Commodities included in the Industry Spending Pattern.

Part 3 – Induced Effects as a result of Labor Income

  • Use Labor Income Events in the Impacts screen.
  • Specification Employee Compensation should be paired with a Value of total income for Wage and Salary workers, and Proprietor Income should be paired with a Value of total income for self-employed workers. If the impact involves both types of labor, create 1 Event for each. 

Usage:

Unless you need to change the underlying Multiplier matrix, Analysis-by-Parts is the suggested technique for modeling an Industry that is a subset of a current IMPLAN Sector or for introducing a new Sector or new Sector definition to the Model.

Analysis-by-Parts is also the appropriate technique for modeling an Industry that doesn’t exist in the Study Area and for modeling non-profit and public Impacts. 

Industry Spending Pattern

To perform an Analysis-by-Parts, begin by adding an Industry Spending Pattern Event and selecting the Sector as the Specification that best matches the spending of the Industry or organization being modeled.

 

Event_Type.png        Specification.png

  • By default the Value entered in this Event should be total Intermediate Expenditures, meaning 100% of the entered Value will be spent on the commodities included in the Industry Spending Pattern.
  • Secondly, by default all the commodities in the Industry Spending Pattern will be modeled as 100% local purchases.

Industry Spending Pattern Advanced Options

  • Opening the Advanced Menu by clicking the Other Options icon adv_options.pngwill display the default selection of Intermediate Expenditures, indicating the Value entered in the Event should be the value of Intermediate Expenditures. This can be changed so that Value entered should be Total Output, in which case the regional proportion of Intermediate Expenditures out of Total Industry Output for the selected Industry is multiplied by the Value before it is modeled as spending on the commodities included in the Industry Spending Pattern. The proportion can be found as the Total Gross Absorption percentage found in Region Details > Social Accounts > Balance Sheets > Industry Balance Sheet > Commodity Demand. Whether Intermediate Expenditures or Total Output is selected, the Sum of Percentages will stay at 100% unless you modify the Percentage on an individual commodity. 

IE_output.png

  • Modifying the Percentage on an individual commodity will adjust how much of the total spending on these commodities will go towards the individual commodity.
  • Once the Percentage on an individual commodity is modified, the change will be locked. You can redistribute the other Percentages so that the Sum of Percentages is back at 100% by clicking Normalize in the Other Options within the Industry Spending Pattern Advanced Menu. 
  • If you don’t want to keep the changes you’ve made to these Percentages, you can Reset in the Other Options within the Industry Spending Pattern Advanced Menu as well. 

advanced.png

  • The Industry Spending Patterns by default set the “LPP” (Local Purchase Percentage) values to 100% for all commodities, but the option to set one or all LPPs to “SAM” or the Social Accounting Matrix value is available. This option will set the LPP to the Regional Purchasing Coefficient (RPC), or the proportion of local demand for the commodity that is currently met by local production. If the LPP is known for a given commodity, your own value can be entered as a coefficient.

lpp.png

  • The Reset option in the Other Options within the Industry Spending Pattern Advanced Menu will also set all the LPPs back to 100%.
  • In the final column of the Industry Spending Pattern Advance Menu you will find a Trash icon in every commodity row which will delete the given commodity.

trash.png

  • In the top left corner of the Industry Spending Pattern Advance Menu below the word “Commodities”, you’ll find a “+” sign labeled “Add New”. This option allows for additional commodities to be added.

add_new_commodity.png

  • Whether a commodity is being added or removed, the Sum of Percentages here again can be balanced back to 100% by choosing the Normalize option in the Other Options. 

Labor Income

You will also need to setup a Labor Income Change to capture the effects associated to the Direct labor payments on the economy.

LI_event.png

Specification then defines the type of Labor Income that should be entered as the Value.

  • If you have only a total Labor Income value, you can:
    1. Enter all of the value as Employee Compensation in one Labor Income Event.
    2. Or, find the % of Output going to Employee Compensation and Proprietor Income based on regional information found in Region Details > Social Accounts > Balance Sheets > Industry Balance Sheet > Value Added.
  • If you have a split of Employee Compensation and Proprietor Income create the Event(s) accordingly.

    LI.png

  • The Industry Spending Pattern Event and the Labor Income Event(s) should be dropped into a Group in which the Dollar Year, Data Year and Region have been defined appropriately. Then, click Run.

group.png

What to expect in your results

Since Direct results are not analyzed with this methodology, they are also not reported. Final results require adding the Direct Effects into the table and re-summing the totals.

Industry Spending Patterns are by definition the first-round of the Indirect Effects, so the results tables will show Indirect Effects and Induced Effects. The Labor Income Event(s) will only generate Induced Effects.

summary_results.png 

RELATED ARTICLES:

ABP: Analysis-by-Parts & Bill of Goods Using Commodity or Industry Events with Labor Income Event(s)

ABP: Analysis-by-Parts Using an Industry Spending Pattern Event with Labor Income Event(s)

ABP: Analysis-by-Parts with Manually Margining Bill of Goods

Hospitals: Modeling Private Hospital Impacts with Analysis-by-Parts

Hospitals: Modeling Public & Nonprofit Hospital Impacts with Analysis-by-Parts

Proving Analysis-By-Parts: A Comparison of Event Types