Quest 02 - Eps 1 - Learning Objectives v4
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Transcript of Quest 02 - Eps 1 - Learning Objectives v4
Rully Agus Hendrawan [email protected]
Business intelligence &
Data Warehouse
Quest 02Episode 1 – From Scorecard to Dashboard
Objective
Key Indicator
Critical Success Factor
Learning Objectives
Disclaimer
• Private use only
• Don’t distribute this document along with its accompanying materials anywhere else
Soft Skill
• Process of Creativity
• Judge the Objectiveness (Perspective agreement)
Creative
• Start with something … anything
Creative
• Start with something … anything
• Learn from others (Copy / Imitate)
Creative
• Start with something … anything
• Learn from others (Copy / Imitate)
• Appreciate as it is
– do not judge right or wrong, YET
Creative
• Start with something … anything
• Learn from others (Copy / Imitate)
• Appreciate as it is
– do not judge right or wrong, YET
• Twist
– put your own perspective from others ideas
– State, whether you’re agree or not.
Objective (Perspective agreement)
• Start from subjective perspective
Objective (Perspective agreement)
• Start from subjective perspective
• More opinion,
more objective
Managerial Skill
• Importance of Defining Goal
• Importance of Measurement
• Importance of Business Intelligence
Case 1
Two website, A and B
• A = 1000 unique human visit / hour
• B = 200 unique human visit / hour
A is performing better than B most likely
Case 2
Two website, A and B
• A = 1000 unique human visit / hour
• B = 990 unique human visit / hour
A is performing better than B ?
We can’t manage what we do not measure
Act / React Smarter
Aware of your surroundings
We won’t know how far we are from the goal,
if we don’t know where the goal is.
Aim for a Goal
1. State the Objectives
Aim for a Goal
1. State the Objectives
2. Measure the distance (from current position to where the goal is)
Objective
• What you want to reach / aim
• Continyu
• Continyu:
– Membuka wawasan mahasiswa
• Diskrit / Event:
– Mengadakan kuliah tamu
Objectives
• Meningkatkan Prestasi Mahasiswa
– Meningkatkan Prestasi Akademik dalam Kampus
– Meningkatkan Partisipasi Akademik di Luarkampus
– Meningkatkan Partisipasi dalam OrganisasiKemahasiswaan
Critical Success Factor (CSF)
Something that needs to be in place to achieve that objective
• Objective: Increase Profit from Customer
• Exact / Implicit Objective: Increase Average Revenue per Customer from £10 to £15 by EOY 2008
• KPI: Average Revenue Per Customer
• CSF: an attractive new product
Metrics / Measure
Distance between current position to the goal
Some measure / metrics can NOT be counted
Key (Performance) Indicator
• The KIs you select must reflect the goals of the company
Measure for specific objective
Identifying and applying KPIs
SMART:
• S – Specific
• M – Measurable
• A – Achievable
• R – Result-oriented or Relevant
• T- Time based
Measurable
• Bisa berasal dari measure yang kualitatif
dikuantifikasi menjadi kuantitatif
• IPK kualitatif
• Dikuantifikasi/summarize dari:
– Rata2 IPS
• Rata2 Nilai MK per semester– Rata2 tugas per kuliah
Time based
Which one is easier to monitor?
Jan Feb Mar Apr
A. Total visitor 100 105 110 121
B. New visitor / mo ? 5 5 11
KPI effectiveness
With such limited budget, which goal you should aim?
OBJECTIVE: Increase member participation
KPI effectiveness
While “increasing member participation”, which indicator should I monitor?
OBJECTIVE: increasing member participation
SUB-OBJECTIVE: increasing loyal member
KPI effectiveness
While “increasing loyal member”,
should I monitor
“registration / day (from 100 to 150)”
or
“unique human visit / hour (from 9000 to 20000)” ?
If the “unique human visit / hour” is high, it’sdoesn’t necessarily mean that I have more“loyal member”
–Why?
If the “unique human visit / hour” is high, it’sdoesn’t necessarily mean that I have more“loyal member”
–Why?Blind advertising, can cause high “unique humanvisit / hour”, but doesn’t affect the increasing of“loyal member”
KPI effectiveness
There’s No BAD KPI,just BETTER or BEST (which is more effective).
Bad use of KPI
KPI must be part of a measurable objective
KPI is something that quantifies managementobjectives and enables for the measurementof strategic performances
Measure / Metrics != KPI
• Objective: Increase new clients
• KPI: number of new clients you have at the call center
• CSF: installation of a call centre for providing questions
Business Objectives
Key Success Factors (KSFs)
Key Performance Indicators (KPIs)
Tracked by.Determine.
No Injuries Safety LTI, LTIFR, LTISR.
Interpretation of KPIs is KPI dependent.
KPIs do NOT give answers, rather they raise questions and direct attention.
• Objective != KPI
• Objective != CSF
• KPI != CSF
References
• http://en.wikipedia.org/wiki/Management_by_objectives
• http://en.wikipedia.org/wiki/Business_Activity_Monitoring
• http://en.wikipedia.org/wiki/Critical_success_factor
• http://en.wikipedia.org/wiki/Performance_indicator
• http://www.businessknowledgesource.com/manufacturing/evaluating_kpis_featured_article_026574.html
• http://management.about.com/cs/generalmanagement/a/keyperfindic.htm
• https://secure.kpilibrary.com/login?site=library
Decision making: Dashboard Gauge
Knowledge hypotheses
Information summarize
Data
Sample
My website has low participation because the number of new member / registration is low
Low Registration per day
Registration Form
Data overload!
• Page Stats
• Registration Stats
• Comment Stats
• Status Update Stats
• Social Network Stats
Decision
related to business
Decision
related to business performance
related to business process
related to business model
related to business budget / plan
Decision
• Sistematik
• Terukur
Analysis
1. Data are stable
2. Non-improving trend
3. Improving Trend
4. Trend
1. Data are stable
No news is a good news
• Misal:
–Kecepatan kendaraan: • 5 menit lalu = 60km / jam,
• sekarang = 60.5km/jam OK
2. Data are stable
No news = no improvement
• Misal:
–Jumlah Penjualan• Bulan lalu = 1000 unit
• Bulan ini = 1001 unit TIDAK OK
3. Non-improving trend
Bad, bad, bad!
Action please…
4. Improving trend
Yey, party!
5. Trend
As expected. Keep up the good work.
Analysis and Goals
Control Chart Result Management
Decision
Resulting Goal
Data are Stable Improvement is
Needed
Achieve improving
trend
Data are Stable Current performance
is acceptable
Maintain stable, with
no adverse trends
Non-Improving Trend Trend is Adverse /
Action Needed
End the Trend
Improving Trend Worthy to Celebrate Continue the Trend
Trend No Action Needed Monitor Trend
Conclusion
• Key Indicators are part of the Management SystemManagement
by Objectives
• Good use of data will encourage Key Indicator development
• All data are flawed – Set up good Operational Definitions to
minimize flaws
• There is no such thing as a bad key indicator, only bad use of key
indicators
• Good use of performance indicators will lead to continual
improvement
Closing…
Contoh Keputusan: Case 1
Objektif:–Pergi ke tempat kerja dengan lancar
• Tidak melanggar rambu lalin
–Tidak melewati batas kecepatan
• Memiliki bahan bakar yang cukup
Case 1
Indikator:–Eksternal
• Lampu BangJo
• Tanda batas maks kecepatan
–Internal
•Kecepatan mobil
• Sisa BBM
Keputusan terukur dan beralasan
Indikator bermasalah:
sisa BBM tinggal 10%
Keputusan terukur dan beralasan
• Indikator bermasalah:
– sisa BBM tinggal 10%
• Keputusan:
Saya harus melakukan sesuatuyg berhub dengan objektif
Keputusan terukur dan beralasan
• Indikator bermasalah:
– sisa BBM tinggal 10%
• Keputusan:
Saya harus melakukan sesuatusupaya memiliki bahan bakar yang cukup
Keputusan terukur dan beralasan
• Indikator bermasalah: – sisa BBM tinggal 10%
• Keputusan:
Saya harus melakukan sesuatu supaya memiliki bahan bakar yang cukup
• Aksi Logis:
Isi bensin indikator meningkat objektif(diharapkan) tercapai
Keputusan terukur dan beralasan
• Indikator bermasalah: – sisa BBM tinggal 10%
• Keputusan:
Saya harus melakukan sesuatu supaya memiliki bahan bakar yang cukup
• Alternatif Aksi:
– Panggil supir untuk isi bensin
– Pergi ke pom bensin terdekat
– Catat ke todo-list, beli bensin waktu pulang nanti
Contoh keputusan: Case 2
• Objektif:
– Meningkatkan ekspresifitas komunitas
• Sub objektifMeasure:
1. SubObj1 Penggunaan emotikon per Kontent
2. SubObj2 Xxx
3. SubObj3 Yyy
Case 2
Indikator menunjukkan KENDALA
Indikator: Indeks ekspresifitas pengguna
Contoh pengetahuan yang dapatmendukung keputusan
Pengunjung blog kita kurang ekspresif, indikasidapat dilihat dari indeks ekspresifitaspengguna yang menurun
Pengunjung blog kita kurang ekspresif
Knowledge
Indeks ekspresifitas pengguna menurun
Informasi
Log aplikasi web yg disimpan di DB
Data
Contoh pengetahuan yang dapatmendukung keputusan
Pengunjung blog kita kurang ekspresif, indikasidapat dilihat dari indeks ekspresifitaspengguna yang menurun
Indikator: Indeks ekspresifitas pengguna.
Summary dari sub-indikator:
- pemakaian emotikon menurun.
- Xxx meningkat sedikit
- Yyy meningkat sesuai harapan
Contoh pengetahuan yang dapatmendukung keputusan
Pengunjung blog kita kurang ekspresif,
indikasi: pemakaian emotikon menurun.
Saya harus beraksi!
Key Indicator: Case 2
It’s an INDICATOR
• KIs do NOT give answers,
rather they raise questions and direct attention.
Case 2
Pengunjung blog kita kurang ekspresif, karenapemakaian emotikon menurun.
Saya harus beraksi!
Alternatif Aksi:
• Bikin emotikon baru untuk modul blog
• Bikin emotikon baru untuk modul forum
• Perbaiki tampilan grafis emotikon
• Permudah penggunaan emotikon
Critical Success Factor : Case 2
Alternatif aksi yang bisa diambil adalah
segala sesuatu yg berhubungan dengan
“improvement” pada CSF.
Contohkan 1 bentuk keputusan
• Keputusan yang…– Berhubungan dengan peningkatan performa bisnis
– Sistematis / terstruktur
– Terukur
• Tugas Individu
• 5 menit
• Tidak boleh sama
• Di kumpulkan di e-learning
Competence Checklist
• Aware– Manajemen Organisasi– Manajemen berbasis Objektif
• Menyatakan dan mengklasifikasi objektif• Mendefinisikan measure untuk mengukur objektif• Membedakan measure kualitatif dan kuantitatif• Mendefinisikan KPI (measure yang cocok untuk mengukur objektif
tertentu / spesifik)• Mengelompokkan KPI2 yang sejenis (sesuai untuk mengukur objektif
tertentu / spesifik)• Mendefinisikan CSF yang harus ada supaya objektif tercapai• Membedakan Objektif dan CSF• Membedakan Objektif dan KPI• Membedakan CSF dan KPI• Melakukan summary terhadap beberapa KPI yang sejenis• Mencontohkan pengetahuan, berdasar key indicator, yang dapat
mendukung keputusan
dankie shukran do jehxie xie dêkuji tak
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salamat po dziekuje obrigadospasibo gracias istutiy
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