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Pharmaceutical
Data and
Information
Dynamics
Case Analysis No. 1: Data vs Information TEAM LEADER:
DELA CRUZ, CARL JUSTINE A.
MEMBERS:
DELA CRUZ, TRISTAN JADE
RAMIREZ, EDWARD JHON V.
RAMOS, RALPH EYADAN S.
TORRES, JUAN MIGUEL O.
MERCURY DRUG
CORPORATION
Background of the Chosen Company/Org.
Mercury Drug began from a bottle of sulfathiazole,
which was considered a wonder drug after World War
II.
In 1945, following the liberation of Manila
from Japanese occupation, Mariano Que, a
former drugstore employee, observed the
scarcity and high cost of medicines in the
devastated city. Recognizing the need, he
ventured to Bambang St., where a peddler
sold sulfathiazole, a perceived 'wonder
drug.'
Despite having only P100, Que negotiated
with the peddler and acquired the medicine.
He then sold it in smaller quantities, making it
more affordable, and gradually expanded his
business by purchasing additional medicines
and a pushcart.
From these humble beginnings, the first Mercury Drug
store opened on March 1, 1945 in Bambang St.
Consider a drug store named "Rose
Pharmacy" aiming to leverage data for
maximizing inventory optimization and
overall operational efficiency.
Case Scenario
Raw Data Entry: Customer Transactions
Ultimate
Pharma-guide
Name of Pharmacy: Rose Pharmacy
Address: ---
Contact # of Pharmacy: +639
Tin # of Pharmacy: 00
Timestamp: Day, 00:00:00 AM/PM, MM-DD-
YYYY
Cashier: ---
Bill No. 00
Item 1: Item Name (0 pcs) – Item Code -
₱00.00
Total Quantity of items bought: 0 pcs
Total Price of Items: ₱ 00.00
Payment method: Cash/Online
Cash given of customer: -₱ 00.00
Suki/Loyalty Card or Senior Card for
discount: 10% / 15% less -₱ 00.00
Total Change: ₱ 00.00
Date Issued: 00-00-0000
Valid Until: 00-00-0000
Rate-a-Med (Customer Satisfaction) : - / 5
Raw Data Entry: Customer Transactions
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab
Este, Maharlika Highway, Cabanatuan City,
Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Monday, 09:28:24 AM, January
15, 2024
Cashier: Kathryn Bernardo
Bill No. 90
Item 1: Simvastatin (4pcs) - 2003 - ₱140.00
Item 2: Lisinopril (2pcs) - 2007 - ₱154.5
Total Quantity of items bought: 6
Total Price of Items: ₱ 294.5
Payment method: Cash
Cash given of customer: 400
Suki/Loyalty Card or Senior Card for
discount: 10% / 15% less -₱ 44.175
Total Change: ₱ 149.68
Date Issued: 01-15-2024
Valid Until: 01-27-2024
Rate-a-Med (Customer Satisfaction) : 4 / 5
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este,
Maharlika Highway, Cabanatuan City, Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Thursday, 09:35:21 AM, January 15,
2024
Cashier: Kathryn Bernardo
Bill No. 91
Item 1: Paracetamol Biogesic 500mg (10pcs) - 3333
- ₱10.00 each
Item 2: Bioflu (10 pcs) - 9999 - ₱12.00 each
Total Quantity of items bought: -20 pcs
Total Price of Items: ₱220.00
Payment method: cash
Cash given of customer: ₱250.00
Suki/Loyalty Card or Senior Card for discount: 10% /
15% less ₱22.00
Total Change: ₱28.00
Date Issued: 01-15-2024
Valid Until: 01-27-2024
Rate-a-Med (Customer Satisfaction) : 5 / 5
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este,
Maharlika Highway, Cabanatuan City, Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Thursday, 09:40:24 AM, January 15,
2024
Cashier: Kathryn Bernardo
Bill No. 92
Item 1: Biogesic (20 pcs) - 3333 - ₱10.00
Item 2: Ibuprofen (5 pcs) - 6666 - ₱6.50
Item 3: Vitamin C(25 pcs) - 1003 - ₱9.75
Total Quantity of items bought: - 50 pcs
Total Price of Items: ₱376.75
Payment method: cash
Cash given of customer: ₱500.00
Suki/Loyalty Card or Senior Card for discount: 10%
/ 15% less -₱ 56.50
Total Change: ₱319.75
Date Issued: 01-15-2024
Valid Until: 01-27-2024
Rate-a-Med (Customer Satisfaction) : 5 / 5
Raw Data Entry: Customer Transactions
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este,
Maharlika Highway, Cabanatuan City, Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Thursday, 09:48:50 AM, January 15,
2024
Cashier: Kathryn Bernardo
Bill No. 93
Item 1: Paracetamol Biogesic 500mg (15pcs) -
3333 - ₱10.00 each
Item 2: Bioflu (3 pcs) - 9999 - ₱12.00 each
Item3: Neozep (6 pcs) - 4444- ₱10.00 each
Total Quantity of items bought: -24 pcs
Total Price of Items: ₱246.00
Payment method: cash
Cash given of customer: ₱300.00
Suki/Loyalty Card or Senior Card for discount: 10%
/ 15% less ₱24.60
Total Change: ₱78.60
Date Issued: 01-15-2024
Valid Until: 01-27-2024
Rate-a-Med (Customer Satisfaction) : 4 / 5
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este,
Maharlika Highway, Cabanatuan City, Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Monday, 09:47:00 AM, January 15,
2024
Cashier: Kathryn Bernardo
Bill No. 94
Item 1: Revicon (10pcs) - 1001 - ₱ 5.00
Item 2: Celecoxib (4pcs) – 1002 – ₱5.00
Item 3: Diatabs (5pcs) – 1004 – ₱10.00
Total Quantity of items bought: - 19pcs
Total Price of Items: ₱ 120.00
Payment method: Cash
Cash given of customer: ₱150.00
Suki/Loyalty Card or Senior Card for discount: 10%
/ 15% less – ₱18.00
Total Change: P48.00
Date Issued: 01-15-2024
Valid Until: 01-27-2024
Rate-a-Med (Customer Satisfaction) : 4 / 5
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este,
Maharlika Highway, Cabanatuan City, Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Tuesday, 15:27:45 PM, January 16,
2024
Cashier: Anne Curtis-Smith
Bill No. 95
Item 1: Losartan (9pcs) - 2001 - ₱49.5
Item 2: Hydrochlorothiazide (12pcs) - 2006 - ₱78
Item 3: Azithromycin (1pc) - 2004 - ₱96.00
Total Quantity of items bought: -- 22
Total Price of Items: ₱ 223.5
Payment method: cash
Cash given by customer: ₱ 230
Suki/Loyalty Card or Senior Card for discount: 10%
/ 15% less -₱ 33.53
Total Change: ₱ 40.03
Date Issued: 01-16-2024
Valid Until: 01-28-2024
Rate-a-Med (Customer Satisfaction) : 3 / 5
Raw Data Entry: Customer Transactions
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este,
Maharlika Highway, Cabanatuan City, Nueva
Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Tuesday, 15:33:00 PM, January 16,
2024
Cashier: Anne Curtis-Smith
Bill No.96
Item 1: Biogesic (10 pcs) - 3333 - ₱10.00 each
Item 2: Ibuprofen (2pcs) - 6666 - ₱6.50 each
Item 3: Bioflu(15 pcs) - 1003 - ₱12.00 each
Total Quantity of items bought: - 27 pcs
Total Price of Items: ₱293.00
Payment method: cash
Cash given of customer: ₱300.00
Suki/Loyalty Card or Senior Card for discount:
10% / 15% less -₱ 29.3
Total Change: ₱232.7
Date Issued: 01-16-2024
Valid Until: 01-28-2024
Rate-a-Med (Customer Satisfaction) : 4 / 5
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este,
Maharlika Highway, Cabanatuan City, Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Tuesday, 15:38:21 PM, January 16,
2024
Cashier: Anne Curtis-Smith
Bill No. 97
Item 1: Vitamin C (10pcs) - 1003 - ₱ 9.75
Item 2: Ascorbic Acid, Syrup for Kids (1pc) – 1005
– ₱100.00
Total Quantity of Items bought: - 11 pcs
Total Price of Items: ₱ 197.50
Payment method: Cash
Cash given of customer: ₱ 500
Suki/Loyalty Card or Senior Card for discount:
10% / 15% less – ₱ 19.75
Total Change: ₱ 322.25
Date Issued: 01-16-2024
Valid Until: 01-28-2024
Rate-a-Med (Customer Satisfaction) : 4 / 5
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este,
Maharlika Highway, Cabanatuan City, Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Wednesday, 10:11:30 AM, January 17,
2024
Cashier: Kathryn Bernardo
Bill No. 98
Item 1: Lagundi (11 pcs) - 1111 - ₱9.00
Item 2: Neozep (10 pcs) - 4444 - ₱10.00
Item 3: Ascorbic acid, Syrup for kids(1 pcs) - 1005
- ₱100.00
Total Quantity of items bought: -22 pcs
Total Price of Items: ₱299.00
Payment method: Cash
Cash given by customer: ₱300
Suki/Loyalty Card or Senior Card for discount:
10% / 15% less -₱29.9
Total Change: ₱69.1
Date Issued: 01-17-2024
Valid Until: 01-29-2024
Rate-a-Med (Customer Satisfaction) : 5 / 5
Raw Data Entry: Customer Transactions
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este,
Maharlika Highway, Cabanatuan City, Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Wednesday, 10:22:23 AM, January 17,
2024
Cashier: Kathryn Bernardo
Bill No. 100
Item 1: Lisinopril (1pc) - 2007 - ₱77.25
Item 2: Metformin (16 pcs) - 2002 -₱55.2
Item 3: Hydrocodone (3 pcs) - 2005 - ₱27.75
Total Quantity of items bought: -- 20
Total Price of Items: ₱237.45
Payment method: cash
Cash given by customer: ₱ 400
Suki/Loyalty Card or Senior Card for discount: 10% /
15% less -₱ 23.745
Total Change: ₱ 186.295
Date Issued: 01-17-2024
Valid Until: 01-29-2024
Rate-a-Med (Customer Satisfaction) : 5 / 5
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este,
Maharlika Highway, Cabanatuan City, Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Thursday, 08:46:12 AM, January 18,
2024
Cashier: Kathryn Bernardo
Bill No. 101
Item 1: Ibuprofen 500mg(5 pcs) - 6666 - ₱6.50
Item 2: Rexidol forte 500mg (5 pcs) - 8888 -
₱10.00
Item 3: Kool fever(5 sheets) - 2222 -₱27.00
Total Quantity of items bought: - 15 pcs
Total Price of Items: ₱267.50
Payment method: cash
Cash given by customer: ₱300
Suki/Loyalty Card or Senior Card for discount: 10%
/ 15% less -₱26.7
Total Change: ₱59.7
Date Issued: 01-18-2024
Valid Until: 01-30-2024
Rate-a-Med (Customer Satisfaction) : 5 / 5
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este,
Maharlika Highway, Cabanatuan City, Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Wednesday, 10:15:24 AM, January 17,
2024
Cashier: Kathryn Bernardo
Bill. No. 99
Item 1: Amoxicillin 500mg (7 pcs) - 5555 - ₱15.00 each
Item 2: Lagundi (7 pcs) -
1111 - ₱9.00 each
Item 3: Neozep (7 pcs) - 4444 - ₱10.00 each
Total Quantity of items bought: -21 pcs
Total Price of Items: ₱235.00
Payment method: cash
Cash given by customer: ₱350.00
Suki/Loyalty Card or Senior Card for discount: 10% /
15% less -₱35.00
Total Change: ₱50.00
Date Issued: 01-17-2024
Valid Until: 01-29-2024
Rate-a-Med (Customer Satisfaction) : 5 / 5
Raw Data Entry: Customer Transactions
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este,
Maharlika Highway, Cabanatuan City, Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Friday, 09:20:35 AM, January 19, 2024
Cashier: Kathryn Bernardo
Bill No. 103
Item 1: Biogesic 500mG (4pcs) - 3333 - ₱ 10.00
Item 2: Diatabs 500mG (6 pcs) - 1004 - ₱ 10.00
Item 3: Ascorbic Acid, Syrup for Kids (1pc) – 1005 –
P100.00
Total Quantity of items bought: -- 11 pcs
Total Price of Items: ₱ 200.00
Payment method: Cash
Cash given of customer: ₱200
Suki/Loyalty Card or Senior Card for discount: 10% /
15% less – ₱30.00
Total Change: ₱170.00
Date Issued: 01-19-2024
Valid Until: 01-31-2024
Rate-a-Med (Customer Satisfaction) : 4 / 5
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este,
Maharlika Highway, Cabanatuan City, Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Friday, 09:28:47 AM, January 19, 2024
Cashier: Kathryn Bernardo
Bill No. 104
Item 1: Ibuprofen 500mg(5 pcs) - 6666 - ₱6.50
Item 2: Biogesic (10 pcs) - 3333 - ₱10.00 each
Item 3: Bioflu(15 pcs) - 1003 - ₱12.00 each
Item 4: Rexidol forte 500mg (5 pcs) - 8888 - ₱10.00
Item 5: Kool fever(6 sheets) - 2222 -₱27.00
Total Quantity of items bought: - 41pcs
Total Price of Items: ₱524.5
Payment method: cash
Cash given by customer: ₱1,000
Suki/Loyalty Card or Senior Card for discount: 10% /
15% less -₱52.45
Total Change: ₱527.95
Date Issued: 01-19-2024
Valid Until: 01-31-2024
Rate-a-Med (Customer Satisfaction) : 4 / 5
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este,
Maharlika Highway, Cabanatuan City, Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Thursday, 08:52:23 AM, January 18,
2024
Cashier: Kathryn Bernardo
Bill No. 102
Item 1: Azithromycin (3 pcs) - 2004 - ₱ 288.00
Item 2: Simvastatin (2 pcs) - 2003 - ₱70
Total Quantity of items bought: -- 5
Total Price of Items: ₱ 358
Payment method: cash
Cash given by customer: ₱ 500
Suki/Loyalty Card or Senior Card for discount: 10% /
15% less -₱ 35.8
Total Change: ₱ 177.8
Date Issued: 01-18-2024
Valid Until: 01-30-2024
Rate-a-Med (Customer Satisfaction) : 5 / 5
Raw Data Entry: Customer Transactions
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab
Este, Maharlika Highway, Cabanatuan City,
Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Saturday, 11:00:35 AM, January 20,
2024
Cashier: Kathryn Bernardo
Bill No.106
Item 1: Biogesic (10 pcs) - 3333 - ₱10.00 each
Total Quantity of items bought: - 10pcs
Total Price of Items: ₱100.00
Payment method: cash
Cash given by customer: ₱100.00
Suki/Loyalty Card or Senior Card for discount:
10% / 15% less -₱10.00
Total Change: ₱10.00
Date Issued: 01-20-2024
Valid Until: 02-01-2024
Rate-a-Med (Customer Satisfaction) : 4 / 5
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este,
Maharlika Highway, Cabanatuan City, Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Tuesday, 16:12:23 PM, January 19,
2024
Cashier: Anne Curtis-Smith
Bill No. 105
Item 1: Simvastatin (10 pcs) - 2003 - ₱350.00
Item 2: Lisinopril (4 pcs) - 2007 - ₱309.00
Item 3: Metformin (6pcs) - 2002 -₱20.7
Item 4: Hydrocodone (2 pcs - 2005 - ₱18.5
Total Quantity of items bought: -- 22
Total Price of Items: ₱ 698.2
Payment method: cash
Cash given by customer: ₱ 700
Suki/Loyalty Card or Senior Card for discount:
10% / 15% less -₱ 104.73
Total Change: ₱ 106.53
Date Issued: 01-19-2024
Valid Until: 01-31-2024
Rate-a-Med (Customer Satisfaction) : 4 / 5
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este,
Maharlika Highway, Cabanatuan City, Nueva
Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Saturday 11:10:23 AM, January 20,
2024
Cashier: Kathryn Bernardo
Bill No. 107
Item 1: Biogesic 500mG (8pcs) - 3333 - ₱ 10.00
Item 2: Vitamin C (10pcs) - 1003 - ₱ 9.75
Total Quantity of items bought: 18 pcs
Total Price of Items: ₱ 177.50
Payment method: Cash
Cash given of customer: ₱200.00
Suki/Loyalty Card or Senior Card for discount:
10% / 15% less – ₱17.75
Total Change: ₱40.25
Date Issued: 01-20-2024
Valid Until: 02-01-2024
Rate-a-Med (Customer Satisfaction) : 4 / 5
Raw Data Entry: Customer Transactions
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway,
Cabanatuan City, Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Saturday, 16:20:35 PM, January 20, 2024
Cashier: Anne Curtis-Smith
Bill No. 108
Item 1: Diatabs 20mG (10pcs) - 1004 - ₱ 10.00
Total Quantity of items bought: 10 pcs
Total Price of Items: ₱ 100.00
Payment method: Cash
Cash given of customer: ₱100
Suki/Loyalty Card or Senior Card for discount: 10% / 15% less – ₱10
Total Change: ₱90.00
Date Issued: 01-20-2024
Valid Until: 02-01-2024
Rate-a-Med (Customer Satisfaction) : 5 / 5
Name of Pharmacy: Rose Pharmacy
Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway,
Cabanatuan City, Nueva Ecija
Contact # of Pharmacy: 09244162741
Tin # of Pharmacy: 241-560-347
Timestamp: Saturday, 16:24:35 PM, January 20, 2024
Cashier: Anne Curtis-Smith
Bill No. 109
Item 1: Neozep (5 pcs) - 4444 - ₱10.00 each
Item 2: Lagundi (10 pcs) - 1111 - ₱9.00 each
Total Quantity of items bought: -15 pcs
Total Price of Items: ₱140.00
Payment method: cash
Cash given by customer: ₱150.00
Suki/Loyalty Card or Senior Card for discount: 10% /15% less -₱15.00
Total Change: ₱25.00
Date Issued: 01-20-2024
Valid Until: 02-01-2024
Rate-a-Med (Customer Satisfaction) : 3 / 5
Raw Data Characteristics
Name of Pharmacy: Given name of the
pharmacy/drug store.
Address: Complete location of the pharmacy/drug
store.
Contact Number: Intended for calling
transaction/s.
TIN Number: Taxpayer Identification Number of the
pharmacy/drug store.
Raw Data Characteristics
Timestamp: Documentation of the time
when the transactions took place.
Cashier: Identifier on who assisted the
given customer.
Bill No.: To keep track on buying customers.
Items: Inventory of medicinal/personal
items bought in each transaction.
Raw Data Characteristics
Price per item: Subtotal/cost per item selected by
the customer.
Measurement per item: Amount of
grams/ml/other measurement items picked by
customer.
Total Amount: The total expenditure for each
transaction.
Total Quantity of items bought: The total count
of items acquired in each transaction.
Raw Data Characteristics
Payment method: Method of payment used by the
customer for the transaction.
Cash given of customer: Amount of cash provided by the
customer to pay for the purchase.
Suki/Loyalty Card or Senior Card for discount: Specifies
whether the customer availed a discount using a loyalty
card or a senior card.
Total Change: Amount of change given to the customer
after deducting the total cost of items from the cash
provided.
Raw Data Characteristics
Date Issued: Date when the transaction or
document (such as a receipt or loyalty card) was
issued.
Valid Until: Expiration or validity date associated
with a particular item, such as a loyalty card or any
document with a limited duration.
Rate-a-Med (Customer Satisfaction) : Customer's
rating or feedback regarding their satisfaction with
the service, products, or overall experience.
Derived Information
Information 1: Inventory Optimization
Derived info:
Based on historical data of Rose Pharmacy, the January sales for
paracetamol (Biogesic), Bioflu, and Neozep consistently tripled.
Implications:
To optimize inventory, Rose Pharmacy should implement predictive
analytics to forecast demand accordingly and prepare inventory levels to
minimize stockouts based on the current season, thereby maximizing
profitability and optimization. Rose Pharmacy must also collaborate with
suppliers to ensure timely replenishment and to meet potential surges in
demand as well.
Derived Information
Information 2: Customer Satisfaction
Derived Information:
Analyzing the information given, customers have provided an average
rating of 4 throughout the month.
Implications:
To ensure the rating improves, Rose Pharmacy should optimize its
efforts on bridging the gap and satisfy customers with their work. This
can be achieved by actively seeking customer feedback and
implementing improvements based on customers' suggestions.
Derived Information
Information 3: Staff Performance Metrics
Derived info:
Based on the Rate-a-Med analysis for this period, Rose Pharmacy's
cashiers have experienced a slight dip in performance.
Implications:
To boost staff performance and metrics at Rose Pharmacy, consider
introducing a daily quota system for cashiers, incorporating key
performance indicators (KPIs). This initiative will foster efficiency by
setting clear daily targets, streamlining operations, and promoting
business growth.
Derived Information
Information 4: Promotional Strategy Effectiveness
Derived Information:
As observed, the implementation of Suki/Loyalty Card and Senior Citizen incentives has
led to a noticeable rise in the number of customers, thanks to the effective promotional
strategies employed by the pharmacy.
Implications:
Enhance the promotion of loyalty cards through staff training, offering additional perks
to dedicated customers, including priority services and personalized health
consultations. Introduce special promotions like 100th customer offers, GCash Usage
Incentives, bundled items perks, and exclusive Kids' Only promos to further incentivize
customer loyalty.
Derived Information
Information 5: Payment Method Trends
Derived Information:
By examining the data inputted it reveals that the most customers
are using cash instead of card/online payment.
Implications:
Rose Pharmacy should keep a sufficient amount of change to
accommodate customers paying with large cash bills. Additionally,
the pharmacy should still prepare alternative payment methods,
such as GCash or other online payment apps, to cater to customers
who prefer digital transactions in the future.
Data-Driven Suggestions
Inventory Management:
- Implementation of predictive analytics for seasonal forecasting,
- Preparation of inventory levels for more optimization in stocks,
- And concise collaboration with suppliers for more efficient
inventory replenishment.
Customer Satisfaction:
- Implementation of customer feedback and suggestions for
improvement on overall services/functions.
Data-Driven Suggestions
Staff Performance Metrics
- Implementation of KPI or Key Performance Indicator, to which
ensures staff’s overall performance.
Promotional Strategy Effectiveness
- Implementation of different kinds of promotions on
incentivizing customers’ loyalty such as:
• 100th Customer Discount or Freebies,
• G-Cash Usage Incentives (2% less on total amount spent),
• Bundled Items Perks,
• and Exclusive Kids' Only promos.
Data-Driven Suggestions
Payment Method Trends
- Conservation of change for larger amount of bills paid by
customer,
- And availability of online payment (G-Cash, PayMaya, Credit
Cards, etc.)
THANK YOU
FOR
LISTENING!
Case Analysis No. 1: Data vs Information TEAM LEADER:
DELA CRUZ, CARL JUSTINE A.
MEMBERS:
DELA CRUZ, TRISTAN JADE
RAMIREZ, EDWARD JHON V.
RAMOS, RALPH EYADAN S.
TORRES, JUAN MIGUEL O.

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PHARMACEUTICAL DATA AND INFO DYNAMICS.pptx

  • 1. Pharmaceutical Data and Information Dynamics Case Analysis No. 1: Data vs Information TEAM LEADER: DELA CRUZ, CARL JUSTINE A. MEMBERS: DELA CRUZ, TRISTAN JADE RAMIREZ, EDWARD JHON V. RAMOS, RALPH EYADAN S. TORRES, JUAN MIGUEL O.
  • 2. MERCURY DRUG CORPORATION Background of the Chosen Company/Org. Mercury Drug began from a bottle of sulfathiazole, which was considered a wonder drug after World War II.
  • 3. In 1945, following the liberation of Manila from Japanese occupation, Mariano Que, a former drugstore employee, observed the scarcity and high cost of medicines in the devastated city. Recognizing the need, he ventured to Bambang St., where a peddler sold sulfathiazole, a perceived 'wonder drug.' Despite having only P100, Que negotiated with the peddler and acquired the medicine. He then sold it in smaller quantities, making it more affordable, and gradually expanded his business by purchasing additional medicines and a pushcart.
  • 4. From these humble beginnings, the first Mercury Drug store opened on March 1, 1945 in Bambang St.
  • 5. Consider a drug store named "Rose Pharmacy" aiming to leverage data for maximizing inventory optimization and overall operational efficiency. Case Scenario
  • 6. Raw Data Entry: Customer Transactions Ultimate Pharma-guide Name of Pharmacy: Rose Pharmacy Address: --- Contact # of Pharmacy: +639 Tin # of Pharmacy: 00 Timestamp: Day, 00:00:00 AM/PM, MM-DD- YYYY Cashier: --- Bill No. 00 Item 1: Item Name (0 pcs) – Item Code - ₱00.00 Total Quantity of items bought: 0 pcs Total Price of Items: ₱ 00.00 Payment method: Cash/Online Cash given of customer: -₱ 00.00 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less -₱ 00.00 Total Change: ₱ 00.00 Date Issued: 00-00-0000 Valid Until: 00-00-0000 Rate-a-Med (Customer Satisfaction) : - / 5
  • 7. Raw Data Entry: Customer Transactions Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Monday, 09:28:24 AM, January 15, 2024 Cashier: Kathryn Bernardo Bill No. 90 Item 1: Simvastatin (4pcs) - 2003 - ₱140.00 Item 2: Lisinopril (2pcs) - 2007 - ₱154.5 Total Quantity of items bought: 6 Total Price of Items: ₱ 294.5 Payment method: Cash Cash given of customer: 400 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less -₱ 44.175 Total Change: ₱ 149.68 Date Issued: 01-15-2024 Valid Until: 01-27-2024 Rate-a-Med (Customer Satisfaction) : 4 / 5 Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Thursday, 09:35:21 AM, January 15, 2024 Cashier: Kathryn Bernardo Bill No. 91 Item 1: Paracetamol Biogesic 500mg (10pcs) - 3333 - ₱10.00 each Item 2: Bioflu (10 pcs) - 9999 - ₱12.00 each Total Quantity of items bought: -20 pcs Total Price of Items: ₱220.00 Payment method: cash Cash given of customer: ₱250.00 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less ₱22.00 Total Change: ₱28.00 Date Issued: 01-15-2024 Valid Until: 01-27-2024 Rate-a-Med (Customer Satisfaction) : 5 / 5 Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Thursday, 09:40:24 AM, January 15, 2024 Cashier: Kathryn Bernardo Bill No. 92 Item 1: Biogesic (20 pcs) - 3333 - ₱10.00 Item 2: Ibuprofen (5 pcs) - 6666 - ₱6.50 Item 3: Vitamin C(25 pcs) - 1003 - ₱9.75 Total Quantity of items bought: - 50 pcs Total Price of Items: ₱376.75 Payment method: cash Cash given of customer: ₱500.00 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less -₱ 56.50 Total Change: ₱319.75 Date Issued: 01-15-2024 Valid Until: 01-27-2024 Rate-a-Med (Customer Satisfaction) : 5 / 5
  • 8. Raw Data Entry: Customer Transactions Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Thursday, 09:48:50 AM, January 15, 2024 Cashier: Kathryn Bernardo Bill No. 93 Item 1: Paracetamol Biogesic 500mg (15pcs) - 3333 - ₱10.00 each Item 2: Bioflu (3 pcs) - 9999 - ₱12.00 each Item3: Neozep (6 pcs) - 4444- ₱10.00 each Total Quantity of items bought: -24 pcs Total Price of Items: ₱246.00 Payment method: cash Cash given of customer: ₱300.00 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less ₱24.60 Total Change: ₱78.60 Date Issued: 01-15-2024 Valid Until: 01-27-2024 Rate-a-Med (Customer Satisfaction) : 4 / 5 Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Monday, 09:47:00 AM, January 15, 2024 Cashier: Kathryn Bernardo Bill No. 94 Item 1: Revicon (10pcs) - 1001 - ₱ 5.00 Item 2: Celecoxib (4pcs) – 1002 – ₱5.00 Item 3: Diatabs (5pcs) – 1004 – ₱10.00 Total Quantity of items bought: - 19pcs Total Price of Items: ₱ 120.00 Payment method: Cash Cash given of customer: ₱150.00 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less – ₱18.00 Total Change: P48.00 Date Issued: 01-15-2024 Valid Until: 01-27-2024 Rate-a-Med (Customer Satisfaction) : 4 / 5 Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Tuesday, 15:27:45 PM, January 16, 2024 Cashier: Anne Curtis-Smith Bill No. 95 Item 1: Losartan (9pcs) - 2001 - ₱49.5 Item 2: Hydrochlorothiazide (12pcs) - 2006 - ₱78 Item 3: Azithromycin (1pc) - 2004 - ₱96.00 Total Quantity of items bought: -- 22 Total Price of Items: ₱ 223.5 Payment method: cash Cash given by customer: ₱ 230 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less -₱ 33.53 Total Change: ₱ 40.03 Date Issued: 01-16-2024 Valid Until: 01-28-2024 Rate-a-Med (Customer Satisfaction) : 3 / 5
  • 9. Raw Data Entry: Customer Transactions Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Tuesday, 15:33:00 PM, January 16, 2024 Cashier: Anne Curtis-Smith Bill No.96 Item 1: Biogesic (10 pcs) - 3333 - ₱10.00 each Item 2: Ibuprofen (2pcs) - 6666 - ₱6.50 each Item 3: Bioflu(15 pcs) - 1003 - ₱12.00 each Total Quantity of items bought: - 27 pcs Total Price of Items: ₱293.00 Payment method: cash Cash given of customer: ₱300.00 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less -₱ 29.3 Total Change: ₱232.7 Date Issued: 01-16-2024 Valid Until: 01-28-2024 Rate-a-Med (Customer Satisfaction) : 4 / 5 Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Tuesday, 15:38:21 PM, January 16, 2024 Cashier: Anne Curtis-Smith Bill No. 97 Item 1: Vitamin C (10pcs) - 1003 - ₱ 9.75 Item 2: Ascorbic Acid, Syrup for Kids (1pc) – 1005 – ₱100.00 Total Quantity of Items bought: - 11 pcs Total Price of Items: ₱ 197.50 Payment method: Cash Cash given of customer: ₱ 500 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less – ₱ 19.75 Total Change: ₱ 322.25 Date Issued: 01-16-2024 Valid Until: 01-28-2024 Rate-a-Med (Customer Satisfaction) : 4 / 5 Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Wednesday, 10:11:30 AM, January 17, 2024 Cashier: Kathryn Bernardo Bill No. 98 Item 1: Lagundi (11 pcs) - 1111 - ₱9.00 Item 2: Neozep (10 pcs) - 4444 - ₱10.00 Item 3: Ascorbic acid, Syrup for kids(1 pcs) - 1005 - ₱100.00 Total Quantity of items bought: -22 pcs Total Price of Items: ₱299.00 Payment method: Cash Cash given by customer: ₱300 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less -₱29.9 Total Change: ₱69.1 Date Issued: 01-17-2024 Valid Until: 01-29-2024 Rate-a-Med (Customer Satisfaction) : 5 / 5
  • 10. Raw Data Entry: Customer Transactions Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Wednesday, 10:22:23 AM, January 17, 2024 Cashier: Kathryn Bernardo Bill No. 100 Item 1: Lisinopril (1pc) - 2007 - ₱77.25 Item 2: Metformin (16 pcs) - 2002 -₱55.2 Item 3: Hydrocodone (3 pcs) - 2005 - ₱27.75 Total Quantity of items bought: -- 20 Total Price of Items: ₱237.45 Payment method: cash Cash given by customer: ₱ 400 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less -₱ 23.745 Total Change: ₱ 186.295 Date Issued: 01-17-2024 Valid Until: 01-29-2024 Rate-a-Med (Customer Satisfaction) : 5 / 5 Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Thursday, 08:46:12 AM, January 18, 2024 Cashier: Kathryn Bernardo Bill No. 101 Item 1: Ibuprofen 500mg(5 pcs) - 6666 - ₱6.50 Item 2: Rexidol forte 500mg (5 pcs) - 8888 - ₱10.00 Item 3: Kool fever(5 sheets) - 2222 -₱27.00 Total Quantity of items bought: - 15 pcs Total Price of Items: ₱267.50 Payment method: cash Cash given by customer: ₱300 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less -₱26.7 Total Change: ₱59.7 Date Issued: 01-18-2024 Valid Until: 01-30-2024 Rate-a-Med (Customer Satisfaction) : 5 / 5 Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Wednesday, 10:15:24 AM, January 17, 2024 Cashier: Kathryn Bernardo Bill. No. 99 Item 1: Amoxicillin 500mg (7 pcs) - 5555 - ₱15.00 each Item 2: Lagundi (7 pcs) - 1111 - ₱9.00 each Item 3: Neozep (7 pcs) - 4444 - ₱10.00 each Total Quantity of items bought: -21 pcs Total Price of Items: ₱235.00 Payment method: cash Cash given by customer: ₱350.00 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less -₱35.00 Total Change: ₱50.00 Date Issued: 01-17-2024 Valid Until: 01-29-2024 Rate-a-Med (Customer Satisfaction) : 5 / 5
  • 11. Raw Data Entry: Customer Transactions Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Friday, 09:20:35 AM, January 19, 2024 Cashier: Kathryn Bernardo Bill No. 103 Item 1: Biogesic 500mG (4pcs) - 3333 - ₱ 10.00 Item 2: Diatabs 500mG (6 pcs) - 1004 - ₱ 10.00 Item 3: Ascorbic Acid, Syrup for Kids (1pc) – 1005 – P100.00 Total Quantity of items bought: -- 11 pcs Total Price of Items: ₱ 200.00 Payment method: Cash Cash given of customer: ₱200 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less – ₱30.00 Total Change: ₱170.00 Date Issued: 01-19-2024 Valid Until: 01-31-2024 Rate-a-Med (Customer Satisfaction) : 4 / 5 Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Friday, 09:28:47 AM, January 19, 2024 Cashier: Kathryn Bernardo Bill No. 104 Item 1: Ibuprofen 500mg(5 pcs) - 6666 - ₱6.50 Item 2: Biogesic (10 pcs) - 3333 - ₱10.00 each Item 3: Bioflu(15 pcs) - 1003 - ₱12.00 each Item 4: Rexidol forte 500mg (5 pcs) - 8888 - ₱10.00 Item 5: Kool fever(6 sheets) - 2222 -₱27.00 Total Quantity of items bought: - 41pcs Total Price of Items: ₱524.5 Payment method: cash Cash given by customer: ₱1,000 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less -₱52.45 Total Change: ₱527.95 Date Issued: 01-19-2024 Valid Until: 01-31-2024 Rate-a-Med (Customer Satisfaction) : 4 / 5 Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Thursday, 08:52:23 AM, January 18, 2024 Cashier: Kathryn Bernardo Bill No. 102 Item 1: Azithromycin (3 pcs) - 2004 - ₱ 288.00 Item 2: Simvastatin (2 pcs) - 2003 - ₱70 Total Quantity of items bought: -- 5 Total Price of Items: ₱ 358 Payment method: cash Cash given by customer: ₱ 500 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less -₱ 35.8 Total Change: ₱ 177.8 Date Issued: 01-18-2024 Valid Until: 01-30-2024 Rate-a-Med (Customer Satisfaction) : 5 / 5
  • 12. Raw Data Entry: Customer Transactions Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Saturday, 11:00:35 AM, January 20, 2024 Cashier: Kathryn Bernardo Bill No.106 Item 1: Biogesic (10 pcs) - 3333 - ₱10.00 each Total Quantity of items bought: - 10pcs Total Price of Items: ₱100.00 Payment method: cash Cash given by customer: ₱100.00 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less -₱10.00 Total Change: ₱10.00 Date Issued: 01-20-2024 Valid Until: 02-01-2024 Rate-a-Med (Customer Satisfaction) : 4 / 5 Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Tuesday, 16:12:23 PM, January 19, 2024 Cashier: Anne Curtis-Smith Bill No. 105 Item 1: Simvastatin (10 pcs) - 2003 - ₱350.00 Item 2: Lisinopril (4 pcs) - 2007 - ₱309.00 Item 3: Metformin (6pcs) - 2002 -₱20.7 Item 4: Hydrocodone (2 pcs - 2005 - ₱18.5 Total Quantity of items bought: -- 22 Total Price of Items: ₱ 698.2 Payment method: cash Cash given by customer: ₱ 700 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less -₱ 104.73 Total Change: ₱ 106.53 Date Issued: 01-19-2024 Valid Until: 01-31-2024 Rate-a-Med (Customer Satisfaction) : 4 / 5 Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Saturday 11:10:23 AM, January 20, 2024 Cashier: Kathryn Bernardo Bill No. 107 Item 1: Biogesic 500mG (8pcs) - 3333 - ₱ 10.00 Item 2: Vitamin C (10pcs) - 1003 - ₱ 9.75 Total Quantity of items bought: 18 pcs Total Price of Items: ₱ 177.50 Payment method: Cash Cash given of customer: ₱200.00 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less – ₱17.75 Total Change: ₱40.25 Date Issued: 01-20-2024 Valid Until: 02-01-2024 Rate-a-Med (Customer Satisfaction) : 4 / 5
  • 13. Raw Data Entry: Customer Transactions Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Saturday, 16:20:35 PM, January 20, 2024 Cashier: Anne Curtis-Smith Bill No. 108 Item 1: Diatabs 20mG (10pcs) - 1004 - ₱ 10.00 Total Quantity of items bought: 10 pcs Total Price of Items: ₱ 100.00 Payment method: Cash Cash given of customer: ₱100 Suki/Loyalty Card or Senior Card for discount: 10% / 15% less – ₱10 Total Change: ₱90.00 Date Issued: 01-20-2024 Valid Until: 02-01-2024 Rate-a-Med (Customer Satisfaction) : 5 / 5 Name of Pharmacy: Rose Pharmacy Address: 0451, Esteban St., Brgy. Sumacab Este, Maharlika Highway, Cabanatuan City, Nueva Ecija Contact # of Pharmacy: 09244162741 Tin # of Pharmacy: 241-560-347 Timestamp: Saturday, 16:24:35 PM, January 20, 2024 Cashier: Anne Curtis-Smith Bill No. 109 Item 1: Neozep (5 pcs) - 4444 - ₱10.00 each Item 2: Lagundi (10 pcs) - 1111 - ₱9.00 each Total Quantity of items bought: -15 pcs Total Price of Items: ₱140.00 Payment method: cash Cash given by customer: ₱150.00 Suki/Loyalty Card or Senior Card for discount: 10% /15% less -₱15.00 Total Change: ₱25.00 Date Issued: 01-20-2024 Valid Until: 02-01-2024 Rate-a-Med (Customer Satisfaction) : 3 / 5
  • 14. Raw Data Characteristics Name of Pharmacy: Given name of the pharmacy/drug store. Address: Complete location of the pharmacy/drug store. Contact Number: Intended for calling transaction/s. TIN Number: Taxpayer Identification Number of the pharmacy/drug store.
  • 15. Raw Data Characteristics Timestamp: Documentation of the time when the transactions took place. Cashier: Identifier on who assisted the given customer. Bill No.: To keep track on buying customers. Items: Inventory of medicinal/personal items bought in each transaction.
  • 16. Raw Data Characteristics Price per item: Subtotal/cost per item selected by the customer. Measurement per item: Amount of grams/ml/other measurement items picked by customer. Total Amount: The total expenditure for each transaction. Total Quantity of items bought: The total count of items acquired in each transaction.
  • 17. Raw Data Characteristics Payment method: Method of payment used by the customer for the transaction. Cash given of customer: Amount of cash provided by the customer to pay for the purchase. Suki/Loyalty Card or Senior Card for discount: Specifies whether the customer availed a discount using a loyalty card or a senior card. Total Change: Amount of change given to the customer after deducting the total cost of items from the cash provided.
  • 18. Raw Data Characteristics Date Issued: Date when the transaction or document (such as a receipt or loyalty card) was issued. Valid Until: Expiration or validity date associated with a particular item, such as a loyalty card or any document with a limited duration. Rate-a-Med (Customer Satisfaction) : Customer's rating or feedback regarding their satisfaction with the service, products, or overall experience.
  • 19. Derived Information Information 1: Inventory Optimization Derived info: Based on historical data of Rose Pharmacy, the January sales for paracetamol (Biogesic), Bioflu, and Neozep consistently tripled. Implications: To optimize inventory, Rose Pharmacy should implement predictive analytics to forecast demand accordingly and prepare inventory levels to minimize stockouts based on the current season, thereby maximizing profitability and optimization. Rose Pharmacy must also collaborate with suppliers to ensure timely replenishment and to meet potential surges in demand as well.
  • 20. Derived Information Information 2: Customer Satisfaction Derived Information: Analyzing the information given, customers have provided an average rating of 4 throughout the month. Implications: To ensure the rating improves, Rose Pharmacy should optimize its efforts on bridging the gap and satisfy customers with their work. This can be achieved by actively seeking customer feedback and implementing improvements based on customers' suggestions.
  • 21. Derived Information Information 3: Staff Performance Metrics Derived info: Based on the Rate-a-Med analysis for this period, Rose Pharmacy's cashiers have experienced a slight dip in performance. Implications: To boost staff performance and metrics at Rose Pharmacy, consider introducing a daily quota system for cashiers, incorporating key performance indicators (KPIs). This initiative will foster efficiency by setting clear daily targets, streamlining operations, and promoting business growth.
  • 22. Derived Information Information 4: Promotional Strategy Effectiveness Derived Information: As observed, the implementation of Suki/Loyalty Card and Senior Citizen incentives has led to a noticeable rise in the number of customers, thanks to the effective promotional strategies employed by the pharmacy. Implications: Enhance the promotion of loyalty cards through staff training, offering additional perks to dedicated customers, including priority services and personalized health consultations. Introduce special promotions like 100th customer offers, GCash Usage Incentives, bundled items perks, and exclusive Kids' Only promos to further incentivize customer loyalty.
  • 23. Derived Information Information 5: Payment Method Trends Derived Information: By examining the data inputted it reveals that the most customers are using cash instead of card/online payment. Implications: Rose Pharmacy should keep a sufficient amount of change to accommodate customers paying with large cash bills. Additionally, the pharmacy should still prepare alternative payment methods, such as GCash or other online payment apps, to cater to customers who prefer digital transactions in the future.
  • 24. Data-Driven Suggestions Inventory Management: - Implementation of predictive analytics for seasonal forecasting, - Preparation of inventory levels for more optimization in stocks, - And concise collaboration with suppliers for more efficient inventory replenishment. Customer Satisfaction: - Implementation of customer feedback and suggestions for improvement on overall services/functions.
  • 25. Data-Driven Suggestions Staff Performance Metrics - Implementation of KPI or Key Performance Indicator, to which ensures staff’s overall performance. Promotional Strategy Effectiveness - Implementation of different kinds of promotions on incentivizing customers’ loyalty such as: • 100th Customer Discount or Freebies, • G-Cash Usage Incentives (2% less on total amount spent), • Bundled Items Perks, • and Exclusive Kids' Only promos.
  • 26. Data-Driven Suggestions Payment Method Trends - Conservation of change for larger amount of bills paid by customer, - And availability of online payment (G-Cash, PayMaya, Credit Cards, etc.)
  • 27. THANK YOU FOR LISTENING! Case Analysis No. 1: Data vs Information TEAM LEADER: DELA CRUZ, CARL JUSTINE A. MEMBERS: DELA CRUZ, TRISTAN JADE RAMIREZ, EDWARD JHON V. RAMOS, RALPH EYADAN S. TORRES, JUAN MIGUEL O.