reports:purchasing

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reports:purchasing [2024/07/26 04:21] – [mSupply's better algorithm] Louisa Wongreports:purchasing [2025/06/06 05:06] (current) – [mSupply's better algorithm] Nick Pendergrast
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 == Report on purchase orders... == == Report on purchase orders... ==
-In the same way, you can also filter your reports on properties of the purchase orders involved: category, status and both purchase order custom fields.  For more information on purchase order categories see [[purchasing:show_po_categories | here]]+In the same way, you can also filter your reports on properties of the purchase orders involved: category, status and both purchase order custom fields.  For more information on purchase order categories see [[purchasing:show_po_categories | here]]. 
 + 
 +<WRAP info center round 90%> 
 +Please note there is also a //Purchases by suppliers// report that relates stock received to purchase orders made. This is one of the item ledger type reports and details can be foiund on the [[reports:items_and_stock#item_ledger|13.02. Stock and items reports]] page. 
 +</WRAP>
  
 =====  Purchases ===== =====  Purchases =====
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 Use this report for mSupply to analyse your current stock and, based upon a required number of months of stock cover which you enter, suggest how much of each stock item you should consider ordering. Use this report for mSupply to analyse your current stock and, based upon a required number of months of stock cover which you enter, suggest how much of each stock item you should consider ordering.
  
-There are currently 2 options for the suggested order quantities report:  **Suggested ordering report** and **Suggested ordering [Excel] report**. They both have the same options as defined below but the second Excel only report will run much more quickly than the first one, even if the first one is exported to Excel. This is a temporary situation: the first option will be removed in a later version of mSupply and the Excel option will be the only option available.+There are currently 3 options for the suggested order quantities report:  **Suggested ordering report**, **Suggested order quantities with prices and price extension** (see below for details on this report and its additional option) and **Suggested ordering [Excel] report**. They all have the same options as defined below but the last two will run much more quickly than the first one, even if the first one is exported to Excel. This is a temporary situation: the first option will be removed in a later version of mSupply and the last two will be the only options available.
  
  
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 Some logic behind the calculations involved in this report is described in detail on the [[purchasing:ordering_from_suppliers#logic_used_for_calculating_purchase_order_quantities|6.01. Ordering stock from suppliers]] page. Some logic behind the calculations involved in this report is described in detail on the [[purchasing:ordering_from_suppliers#logic_used_for_calculating_purchase_order_quantities|6.01. Ordering stock from suppliers]] page.
  
-As of version 7.15, mSupply supports a wide array of options for calculating AMC (Average Monthly Consumption), which is then used to forecast needs and then to calculate a requested order quantity.+As of version 7.15, mSupply supports a wide array of options for calculating forecast Average Monthly Consumption (AMC), which is then used to forecast needs and then to calculate a requested order quantity.
  
 The options are: The options are:
 === Don't Adjust AMC === === Don't Adjust AMC ===
 This has been the default in mSupply up until this point.  This has been the default in mSupply up until this point. 
-The consumption (or distribution if not a service delivery point- we're using _consumption_ interchangeably here) is summed up for the number of months specified in the lookback field, and divided by the number of months. +The historic consumption is summed up for the number of months specified in the lookback field, and divided by the number of months. 
-This works well if the item was fully stocked for the whole time. It gives too low a number if stock was low or zero.+This works well if the item was fully stocked for the whole time. This method results in the forecast AMC being __too low__ if stock was low or zero in the past. 
 +<WRAP center round important 60%> 
 +**Consumption** vs **Distribution** vs **Issuance**:    Stock may be consumed within the facility for the care of patients, or distributed to other facilities, but for the purposes of the supply chain, whatever a store issues out of stock is 'consumption', and these terms all have the same meaning.  In mSupply, we use the term Consumption. 
 +</WRAP> 
  
 === Adjust by % of days out of stock === === Adjust by % of days out of stock ===
-This method takes each month's consumption, and adjusts it for the number of days in the month the item was out of stock. +This method takes each historic month's consumption, and adjusts it for the number of days in the month the item was out of stock. 
-We multiply the consumption for the month by (Days in month divided by Days in stock) to get adjusted AMC +We multiply the consumption for the month by (Days in month divided by Days in stock) to get an //Adjusted// AMC 
-Take this example:+Take this example for a single month where Item B had nil stock for a period of time:
   * Item B was in stock for 10 days in the month   * Item B was in stock for 10 days in the month
-  * Its consumption was 500+  * Its historic consumption was 500
   * The adjusted AMC is 500 x 31 / 10 = 1,550   * The adjusted AMC is 500 x 31 / 10 = 1,550
  
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 === Only consider fully stocked months === === Only consider fully stocked months ===
 Here, we are attempting to address months with low stock by excluding them from our calculations, rather than adjusting their consumption. Here, we are attempting to address months with low stock by excluding them from our calculations, rather than adjusting their consumption.
-There is a field shown **% of days in stock to be considered fully stocked** that defaults to "90%" +There is a field shown **% of days in stock to be considered fully stocked** that defaults to ''90%'' 
-Note that you need to set the lookback period long enough that mSupply will be able to find enough fully stocked months to run the calculation. You can also include more months by setting the **% of days in stock to be considered fully stocked** field to  (say) 50%. +<WRAP center round tip 60%> 
-=== mSupply's better algorithm ===+For this method to work, you need to set the lookback period long enough that mSupply will be able to find enough fully stocked months to run the calculation. You can also include more low stock months by setting the **% of days in stock to be considered fully stocked** field to say) ''50%''.  Do this with caution, as there is a real danger that it will result in an underestimate of AMC. 
 +</WRAP>
  
 +=== mSupply's better algorithm ===
 We've tried to come up with a better algorithm here by: We've tried to come up with a better algorithm here by:
   * ignoring months that are in stock for < 33% of days. That is, if the item was in stock for less than 10 days in the month, the consumption on those days is too erratic to draw conclusions about what the consumption for the whole month would have been.           * ignoring months that are in stock for < 33% of days. That is, if the item was in stock for less than 10 days in the month, the consumption on those days is too erratic to draw conclusions about what the consumption for the whole month would have been.        
-  * For months with stock >= 33% of days, Multiply the consumption for the month by Square Root(Days in month/Days in stock) to get adjusted AMC. This adjusts the consumption up due to being out of stock, but by a factor up to 1.7 - so not as big an adjustment as the "Adjust by % of days out of stock" method.+  * For months with stock >= 33% of days, Multiply the consumption for the month by √(Days in month/Days in stock) to get adjusted AMC. This adjusts the consumption up due to being out of stock, but by a factor up to 1.7 - so not as big an adjustment as the "Adjust by % of days out of stock" method.
   * We also ignore months where the mean stock on hand is less than "% of typical AMC that stock level is considered compromised:" value you enter. This is a bit complicated, but here's an example:   * We also ignore months where the mean stock on hand is less than "% of typical AMC that stock level is considered compromised:" value you enter. This is a bit complicated, but here's an example:
     * Consider Item A - we have set the "when we calculate consumption there are 3 months that were "fully stocked" - those three months give us an AMC of 1500 per month.     * Consider Item A - we have set the "when we calculate consumption there are 3 months that were "fully stocked" - those three months give us an AMC of 1500 per month.
-    * Now, there's another month that was fully stocked (as in, on all 31 days in the month, there was _some_ stock on hand. +    * Now, there's another month that was fully stocked (as in, on all 31 days in the month, there was //some// stock on hand. 
-    * But it turns out that the average stock on hand was only 50 - clearly they could never have had "normal" consumption, although they did have stock - if the cutoff is set to 100%, we're saying "ignore this month unless the average stock on hand was 1500 - in this case it's 50, so this month isn't used in the AMC calculations+    * But it turns out that the average stock on hand was only 50 - clearly they could never have had "normal" consumption, although they did have stock - if the cut-off is set to 100%, we're saying "ignore this month unless the average stock on hand was 1500 - in this case it's 50, so this month isn't used in the AMC calculations
    
-We then sum the adjusted consumption for all the eligible months & divide by the number eligible months to get the best AMC eva ;-)+We then sum the adjusted consumption for all the eligible months & divide by the number eligible months to get the best forecast AMC eva ;-) 
 + 
 + 
 + 
 + 
 +Here's a diagram: 
 + 
 +<mermaid> 
 +graph TD 
 +    A(Was the Month fully stocked?)-->|Yes|B(Use consumption from these months to calculate typical AMC) 
 +    A-->|NO|C(Ignore these months) 
 +    B-->D(Was there months having <10 days with stock)-->|Yes|E(Ignore these months) 
 +    D-->|No|F(Increase consumption with adjusted AMC to account for days out of stock for these months) 
 +  classDef OR fill:Orange 
 +  class A,B,C,D,E,F OR 
 +</mermaid>   
 + 
 + 
 + 
  
 =============== ===============
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 Lets say we are using: Lets say we are using:
  
-{{:reports:pasted:20240726-030809.png?500}}+{{ :reports:pasted:20241022-115020.png?500 |}}
  
-Step 1: +**Step 1:** First we are adjusting by % days in stock to be considered fully stocked. This calculation will be used in Step 2 to calculate the typical AMC.
-First we are adjusting by % days in stock to be considered fully stocked. This calculation will be used in Step 2 to calculate the typical AMC.+
 So if this is set as 90%, only months with ≥90% stock will be considered. So if this is set as 90%, only months with ≥90% stock will be considered.
 In this case, Nov 2023 (202311) and Oct 2023 (202310) are excluded as it is less than 90%. In this case, Nov 2023 (202311) and Oct 2023 (202310) are excluded as it is less than 90%.
  
-{{:reports:pasted:20240726-025947.png}}+{{ :reports:pasted:20241022-120920.png }}
  
-Step 2: +**Step 2:** We then calculate the typical AMC which excludes the months Nov 2023 (202311) and Oct 2023 (202310) from step 1. To do this, we use: 
-We then calculate the typical AMC which excludes the months Nov 2023 (202311) and Oct 2023 (202310) from step 1. To do this, we use: +
 (Total consumption of only months included in Step 1)/(Number months usage basis) (Total consumption of only months included in Step 1)/(Number months usage basis)
 = 100 / 7.8 = 12.82. Red coloured boxes indicate exclusion. = 100 / 7.8 = 12.82. Red coloured boxes indicate exclusion.
 (Note: We have 7 full months, and 0.8 of a month due to July 2024 (202407) as 26 days is 0.8. (Note: We have 7 full months, and 0.8 of a month due to July 2024 (202407) as 26 days is 0.8.
  
-{{:reports:pasted:20240726-030102.png}}+{{ :reports:pasted:20241022-130820.png }}
  
-Step 3: +**Step 3:** Next there is an automatic exclusion for days of low stock ≥33% in the month. Note: This is automatic and is not set by the user. In the example, this is Nov 2023 (202311) as it is the only month with less than 33% days in stock in the month.
-Next there is an automatic exclusion for days of low stock ≥33% in the month. Note: This is automatic and is not set by the user. In the example, this is Nov 2023 (202311) as it is the only month with less than 33% days in stock in the month.+
  
-Step 4:  +**Step 4:** Now we consider the criteria of "100% of typical AMC that stock level is considered compromised" which we entered in the Report options. 
-Now we consider the criteria of "100% of typical AMC that stock level is considered compromised" which we entered in the Report options. +
 Since this is set as 100% by us, we now take the typical AMC (12.82) and check the Mean SOH of each month to make sure that this is equal or higher than 12.82. If stock level is not higher than 12.82, that month will be excluded from the Adjusted AMC calculation (Step 5). Note: If we had selected 90% of typical AMC to be considered compromised, this means we will be looking at 90% stock or more of the typical AMC (12.82) and anything less than this will be excluded. Since this is set as 100% by us, we now take the typical AMC (12.82) and check the Mean SOH of each month to make sure that this is equal or higher than 12.82. If stock level is not higher than 12.82, that month will be excluded from the Adjusted AMC calculation (Step 5). Note: If we had selected 90% of typical AMC to be considered compromised, this means we will be looking at 90% stock or more of the typical AMC (12.82) and anything less than this will be excluded.
  
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 From the example, we will now have 8.8 months that we will be considering for the Adjusted AMC.  From the example, we will now have 8.8 months that we will be considering for the Adjusted AMC. 
  
-{{:reports:pasted:20240726-030224.png}}+{{ :reports:pasted:20241022-131004.png }}
  
-Step 5: +**Step 5:** We can now calculate the Adjusted AMC with the formula: 
-We can now calculate the Adjusted AMC with the formula: +Square root[(Days in month)/(Days in the stock)] * Consumption
-Square root[(Days in stock)/(Days in the month)] * Consumption+
 We check this individually for each month that has not been excluded. We check this individually for each month that has not been excluded.
 So, if the "Days in month" = "Days in Stock", the square root of this = 1. So, if the "Days in month" = "Days in Stock", the square root of this = 1.
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 100 + 167.87 = 267.87 total for all included months that we will use to calculate adjusted AMC. 100 + 167.87 = 267.87 total for all included months that we will use to calculate adjusted AMC.
  
-Step 6: +**Step 6:** For the Adjusted AMC = 267.87/8.8 months = 30.34 units per month.
-For the Adjusted AMC = 267.87/8.8 months = 30.34 units per month.+
  
-Note: If all months have been excluded due to the first or second exclusion criteria, then the typical AMC calculation will automatically be used instead.+**Steps Summarised:**
  
 +**Step 1:** Adjusting by % Days in Stock 
 +  * Set threshold for fully stocked (e.g., 90%)
 +  * Exclude months with < 90% stock
  
 +**Step 2:** Calculate Typical AMC
 +  * Use months not excluded in Step 1
 +  * Calculate Typical AMC = (Total consumption of only months included in Step 1)/(Number months usage basis)
 +
 +**Step 3:** Automatic Exclusion for Low Stock
 +  * Exclude months with < 33% days in stock
 +
 +**Step 4:** Compromised Stock Level Check
 +  * Set threshold (e.g., 100% of typical AMC)
 +  * Exclude months below threshold  
 +
 +**Step 5:** Calculate Adjusted AMC
 +  * Apply formula to each included month = Square root[(Days in month)/(Days in stock)] * Consumption
 +  * Sum the results
 +
 +**Step 6:** Final Adjusted AMC Calculation
 +  * Divide total consumption by number of months
 +  * Calculate Adjusted AMC 
 +
 +Note: If all months have been excluded due to the first or second exclusion criteria, then the typical AMC calculation will automatically be used instead.
  
 ==== Report options ==== ==== Report options ====
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 Enter "0" (zero) for this field to report on items with any amount of stock remaining. Enter "0" (zero) for this field to report on items with any amount of stock remaining.
  
-**Expected delivery:** Enter an appropriate date based on previous delivery times.+**Expected delivery:** Enter an appropriate date that you expect the stock to arrive with you based on previous delivery times.
  
 **Include usage for build ingredients:** If you manufacture items, you can choose whether the use of ingredient lines in manufacturing is included in the report or not. **Include usage for build ingredients:** If you manufacture items, you can choose whether the use of ingredient lines in manufacturing is included in the report or not.
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 **AMC Adjustment for Out of Stock:** See the "Quantification" discussion above on the different options available. **AMC Adjustment for Out of Stock:** See the "Quantification" discussion above on the different options available.
  
-**Exclude stock that will expire within 3 months of projected consumption date** is a new/updated checkbox to accurately predict amount of stock that is likely to be wasted due to expiry and current consumption rate. In this current example, mSupply will only aim to distribute stock if the expiry is more than 3 months away. This updated feature is only available in mSupply v7.12 or later.  +**Exclude stock that will expire within 3 months of projected consumption date** a checkbox that allows you to accurately predict the amount of stock that is likely to be wasted due to expiry and current consumption rate. In this current example, mSupply will only aim to distribute stock if the expiry is more than 3 months away. This updated feature is only available in mSupply v7.12 or later.  
  
 This topic is huge so it may be worth reading this topic [[faq:wastage_prediction_due_to_expiry_v7-12|Stock wastage prediction for ordering]] This topic is huge so it may be worth reading this topic [[faq:wastage_prediction_due_to_expiry_v7-12|Stock wastage prediction for ordering]]
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 ==== Report output ==== ==== Report output ====
- 
 A typical `Suggested Order` report will look something like below. A typical `Suggested Order` report will look something like below.
  
-{{:reports:pasted:20240724-051311.png}}+{{ :reports:pasted:20241022-131333.png }}
  
 Definitions of each column after item properties: Definitions of each column after item properties:
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   * Expiring stock : Calculated by (Total stock that is set to expire) - (Daily stock usage [which is derived from the AMC e.g., AMC / 30 days if 30 days in the month]). The amount of expiring stock to be accounted for is selected in the reports option:   * Expiring stock : Calculated by (Total stock that is set to expire) - (Daily stock usage [which is derived from the AMC e.g., AMC / 30 days if 30 days in the month]). The amount of expiring stock to be accounted for is selected in the reports option:
-{{:reports:pasted:20240724-003313.png?350}}+{{:reports:pasted:20241022-131516.png?350}}
  
   * Effective SOH : Calculated by ('Stock on hand') - ('Expiring stock'). This is the usable stock available.   * Effective SOH : Calculated by ('Stock on hand') - ('Expiring stock'). This is the usable stock available.
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   * Monthly usage for the last (x) months : Calculated by ('Total consumption for the last (x) months of usage data') / ('(x) months of usage data'). This value is set by the user in the Report options:   * Monthly usage for the last (x) months : Calculated by ('Total consumption for the last (x) months of usage data') / ('(x) months of usage data'). This value is set by the user in the Report options:
  
-{{:reports:pasted:20240724-042721.png?350}}+{{:reports:pasted:20241022-131643.png?350}}
  
   * Number of months considered for adjusted AMC : After the AMC adjustment is made (and months with low stock has been excluded), this value indicates the number of months that have been included for calculating the adjusted AMC. This value is derived from whichever formula has been chosen in the "AMC Adjustment for out of stock":   * Number of months considered for adjusted AMC : After the AMC adjustment is made (and months with low stock has been excluded), this value indicates the number of months that have been included for calculating the adjusted AMC. This value is derived from whichever formula has been chosen in the "AMC Adjustment for out of stock":
-{{:reports:pasted:20240724-062217.png?350}}+ 
 +{{:reports:pasted:20241022-133303.png?350}}
  
   * Adjusted AMC : This adjusted value is based on the formula selected in the Report options:   * Adjusted AMC : This adjusted value is based on the formula selected in the Report options:
-{{:reports:pasted:20240724-043258.png?350}}+ 
 +{{:reports:pasted:20241022-133531.png?350}}
  
   * Number of months in stock : Calculated by ('Effective SOH') / ('Adjusted AMC'). This gives the number of months the current stock will last based on adjusted consumption rates.   * Number of months in stock : Calculated by ('Effective SOH') / ('Adjusted AMC'). This gives the number of months the current stock will last based on adjusted consumption rates.
  
-  * Ordered Quantity used : Calculated by ('Stock on order') - ('Back order'). This is the quantity of stock that will be received after accounting for all back orders.+  * Ordered Quantity used : This is how much of the stock you have ordered that you will actually need to use, based on how much you use each day and how much stock you already have (Note: forecast calculation will affect this). This is determined by: 
 +         * Calculate the "usage per day of stock" = AMC / 30.4375 
 +         * Multiply "usage per day of stock" with the "total number of days in your months stock required" to get "Total usage required" = Usage per day of stock x Total number of days in your months stock required 
 +         * Calculate your "Future stock on hand" = Stock on order + Effective SOH - Backorder 
 +         * Subtract "Total usage required" from "Future stock on hand" to get the "Net stock difference to be used" = Total usage required - Future stock on hand.  
 +         * This value ("Net stock difference to be used") now determines the "Ordered Quantity used".  
 +                 * If the value is a negative value and there is "Stock on order", add the "Net stock difference to be used" with "Stock on order" = "Net stock difference to be used" + "Stock on order" 
 +                 * If the value is a positive value and there is "Stock on order", if "Net stock difference to be used" is greater than "Stock on order", the "Ordered Quantity used" will be the same value as the "Stock on order" as all the stock on order will be used up.  
 + 
 +  * Suggested Order calculated by: 
 +     * If expected delivery date has not been adjusted: ('Months stock required' x 'Adjusted AMC') - ('Effective SOH' - 'Stock on order') + 'Backorder'. 
 +     * If expected delivery date has been adjusted, this will be accounted for as it will only look at the stock required from date of expected delivery to the end of months stock required:  
 + 
 +         * Usage per day = Adjusted AMC/30.4375 (which is from 365.25/12 which is days in the full year) 
 +         * Suggested order quantity = Usage per day x Days needed (which is 'Expected delivery date' - End date of the 'Months stock required', or days needed in total - days of lead time) - ('Effective SOH' - 'Stock on order') + 'Backorder' 
 + 
 +  * This determines the quantity of stock that needs to be ordered to maintain the desired inventory levels after considering current stock, back orders, and stock already on order.  
 +  * Note: if you are using the "Minimum stock" function, the suggested order will also take this into account to ensure that there is enough stock to meet this value. This will be calculated by taking the minimum pack size to cover the minimum stock. 
 +  * Note: if you are using forecasting this can affect suggested order quantity. Please check forecasting settings on mSupply if it is indicated as being used in the spreadsheet. 
 +  * Note: The "maximum" quantity field is only a UI feature and does not have any other functionality apart from allowing users to see their recorded maximum quantity. Anything in this field will not be accounted for in the SOQ report.  
 + 
 +{{:reports:pasted:20241022-134611.png?350}} 
 +{{:reports:pasted:20241022-135337.png?350}}
  
-  * Suggested Order : Calculated by ('Months stock required' x 'Adjusted AMC') - ('Effective SOH' - 'Stock on order') + 'Backorder'. This determines the quantity of stock that needs to be ordered to maintain the desired inventory levels after considering current stock, back orders, and stock already on order. Note: if you are using the "Minimum stock" function, the suggested order will also take this into account to ensure that there is enough stock to meet this value. This will be calculated by taking the minimum pack size to cover the minimum stock. 
-{{:reports:pasted:20240724-234648.png?350}} 
-{{:reports:pasted:20240724-234725.png?350}} 
   * Forecast used : Based on forecasting options under "Usage" in  "Item details" if this has been used or not (yes / no):   * Forecast used : Based on forecasting options under "Usage" in  "Item details" if this has been used or not (yes / no):
-{{:reports:pasted:20240724-044232.png?350}} 
  
 +{{:reports:pasted:20241022-133726.png?350}}
  
 For a more detail guide click on this topic : [[faq:wastage_prediction_due_to_expiry_v7-12|Stock wastage prediction for ordering]]. For a more detail guide click on this topic : [[faq:wastage_prediction_due_to_expiry_v7-12|Stock wastage prediction for ordering]].
  
 ===== Suggest order quantities with prices and price extension ===== ===== Suggest order quantities with prices and price extension =====
-This report is an extension of the previous one, allowing you to see what the suggested order will cost. The filter choices you have are the same as for the suggested order quantities report. You get an option to price your suggested order.+This report is an extension of the previous one, allowing you to see what the suggested order will cost. The filter choices you have are the same as for the suggested order quantities report but you get an additional option to say how your suggested order will be priced:
  
 {{ :reports:suggested_order_quant_with_price-2024-02-16-t16-58.png?600 |}} {{ :reports:suggested_order_quant_with_price-2024-02-16-t16-58.png?600 |}}
  
-Key Column headers : +Key Columns in the report output: 
-  * Unit Price : Calculated via the latest price or by supplier quotes or using average prices received during the look back period. The `look back period` is the same setting that is used to calculate average monthly stock usages. +  * //Unit Price//: Calculated via the latest price or by supplier quotes or using average prices received during the look back period. The `look back period` is the same setting that is used to calculate average monthly stock usages. 
-  * Price extension (Suggested) : This is the predicted cost of a future order based on Unit Price.  +  * //Price extension (Suggested)//: This is the predicted cost of a future order based on Unit Price.  
-  * Annual consumption (quantity) : This is the predicted stock usage over a year based on the latest average monthly consumption. +  * //Annual consumption (quantity)//: This is the predicted stock usage over a year based on the latest average monthly consumption. 
-  * Annual consumption (cost) : Potential annual cost based on unit price.+  * //Annual consumption (cost)//: Potential annual cost based on unit price.
  
  
 \\ \\
 \\ \\
-|  //  Previous:  **[[reports:transactions]]** | | Next: **[[reports:requisitions]]** //  |+|  //  Previous:  **[[reports:transactions]]** | | Next: **[[reports:stocktakes]]** //  |
 ---- struct data ---- ---- struct data ----
 pagestatus.status    : All Good pagestatus.status    : All Good
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  • Last modified: 2024/07/26 04:21
  • by Louisa Wong