SlideShare a Scribd company logo
1 of 8
Download to read offline
http://www.bized.co.uk
Copyright 2006 – Biz/ed
Introduction to
Economics
The Economic Problem
Opportunity Cost
Production Possibility
Frontiers
http://www.bized.co.uk
Copyright 2006 – Biz/ed
The Economic Problem
• Unlimited Wants
• Scarce Resources
– Land, Labour,
Capital
• Resource Use
• Choices
A wind farm. Copyright: Getty Images,
available from Education Image Gallery
http://www.bized.co.uk
Copyright 2006 – Biz/ed
The Economic Problem
• What goods and services should an
economy produce? – should the emphasis
be on agriculture, manufacturing or services,
should it be on sport and leisure or housing?
• How should goods and services be
produced? – labour intensive, land intensive,
capital intensive? Efficiency?
• Who should get the goods and services
produced? – even distribution? more for the
rich? for those who work hard?
http://www.bized.co.uk
Copyright 2006 – Biz/ed
Opportunity Cost
• Definition – the cost expressed in terms
of the next best alternative sacrificed
• Helps us view the true cost of decision
making
• Implies valuing different choices
http://www.bized.co.uk
Copyright 2006 – Biz/ed
Production Possibility Frontiers
• Show the different combinations of goods and
services that can be produced with a given
amount of resources
• No ‘ideal’ point on the curve
• Any point inside the curve – suggests
resources are not being utilised efficiently
• Any point outside the curve – not attainable
with the current level of resources
• Useful to demonstrate economic growth and
opportunity cost
http://www.bized.co.uk
Copyright 2006 – Biz/ed
Production Possibility
Frontiers
Capital Goods
Consumer Goods
Yo
Xo
A
B
Y1
X1
Assume a country
can produce two
types of goods
with its resources
– capital goods
and consumer
goods
If it devotes all
resources to capital
goods it could
produce a maximum
of Ym.
If it devotes all its
resources to
consumer goods it
could produce a
maximum of Xm
Ym
Xm
If the country is
at point A on the
PPF It can
produce the
combination of Yo
capital goods and
Xo consumer
goods
If it reallocates its
resources (moving round
the PPF from A to B) it can
produce more consumer
goods but only at the
expense of fewer capital
goods. The opportunity
cost of producing an extra
Xo – X1 consumer goods
is Yo – Y1 capital goods.
http://www.bized.co.uk
Copyright 2006 – Biz/ed
Production Possibility
Frontiers
Capital Goods
Consumer Goods
Yo
Xo
A
.B
C
Y1
X1
Production
inside the PPF
– e.g. point B
means the
country is not
using all its
resources
It can only produce at
points outside the PPF
if it finds a way of
expanding its
resources or improves
the productivity of
those resources it
already has. This will
push the PPF further
outwards.
http://www.bized.co.uk
Copyright 2006 – Biz/ed
Positive and Normative
Economics
• Health care can be
improved with more tax
funding
• Pollution control is
effective through a
system of fines
• Society ought to provide
homes for all
• Any strategy aimed at
reducing factory closures
in deprived areas would
be helpful
• Positive Statements:
– Capable of being
verified or refuted by
resorting to fact or
further investigation
• Normative
Statements:
– Contains a value
judgement which
cannot be verified by
resort to investigation
or research

More Related Content

Similar to economics intro.pptbkjhyffgfdfdfdfdtgdfdd

Economic growth cost - benefits.ppt
Economic growth cost - benefits.pptEconomic growth cost - benefits.ppt
Economic growth cost - benefits.pptKathiravanGopalan
 
Economic growth cost power- benefits.ppt
Economic growth cost  power- benefits.pptEconomic growth cost  power- benefits.ppt
Economic growth cost power- benefits.pptnoufal51
 
Market Failure 2022.ppt
Market Failure 2022.pptMarket Failure 2022.ppt
Market Failure 2022.pptJon Newland
 
Market Failure 2022.ppt
Market Failure 2022.pptMarket Failure 2022.ppt
Market Failure 2022.pptJon Newland
 
Market Failure 2017.ppt
Market Failure 2017.pptMarket Failure 2017.ppt
Market Failure 2017.pptJon Newland
 
Globalization (2)
Globalization (2)Globalization (2)
Globalization (2)mzk57
 
International trade theory
International trade theoryInternational trade theory
International trade theoryajaykumar2049
 
JM Chapter 1 Overview of International Business.pptx
JM Chapter 1 Overview of International Business.pptxJM Chapter 1 Overview of International Business.pptx
JM Chapter 1 Overview of International Business.pptxJesilin James
 
Rostow Modles - Stages of Growth
Rostow Modles  - Stages of GrowthRostow Modles  - Stages of Growth
Rostow Modles - Stages of GrowthZaighum Aqeel
 
International trade theories
International trade theoriesInternational trade theories
International trade theoriesvipin25
 

Similar to economics intro.pptbkjhyffgfdfdfdfdtgdfdd (16)

Economic growth cost - benefits.ppt
Economic growth cost - benefits.pptEconomic growth cost - benefits.ppt
Economic growth cost - benefits.ppt
 
Economic growth cost power- benefits.ppt
Economic growth cost  power- benefits.pptEconomic growth cost  power- benefits.ppt
Economic growth cost power- benefits.ppt
 
Market Failure 2022.ppt
Market Failure 2022.pptMarket Failure 2022.ppt
Market Failure 2022.ppt
 
Market Failure 2022.ppt
Market Failure 2022.pptMarket Failure 2022.ppt
Market Failure 2022.ppt
 
Trade theory ch. 5
Trade theory ch. 5Trade theory ch. 5
Trade theory ch. 5
 
Market Failure 2017.ppt
Market Failure 2017.pptMarket Failure 2017.ppt
Market Failure 2017.ppt
 
Globalization (2)
Globalization (2)Globalization (2)
Globalization (2)
 
Globalisation (1)
Globalisation (1)Globalisation (1)
Globalisation (1)
 
International trade theory
International trade theoryInternational trade theory
International trade theory
 
Globalisation
GlobalisationGlobalisation
Globalisation
 
JM Chapter 1 Overview of International Business.pptx
JM Chapter 1 Overview of International Business.pptxJM Chapter 1 Overview of International Business.pptx
JM Chapter 1 Overview of International Business.pptx
 
Rostow Modles - Stages of Growth
Rostow Modles  - Stages of GrowthRostow Modles  - Stages of Growth
Rostow Modles - Stages of Growth
 
International trade theories
International trade theoriesInternational trade theories
International trade theories
 
globalisation.ppt
globalisation.pptglobalisation.ppt
globalisation.ppt
 
globalisation.ppt
globalisation.pptglobalisation.ppt
globalisation.ppt
 
globalisation.ppt
globalisation.pptglobalisation.ppt
globalisation.ppt
 

More from esiyasmengesha

507303347-Presentaion-on-Inclusiveness-Chapter-3.ppt
507303347-Presentaion-on-Inclusiveness-Chapter-3.ppt507303347-Presentaion-on-Inclusiveness-Chapter-3.ppt
507303347-Presentaion-on-Inclusiveness-Chapter-3.pptesiyasmengesha
 
anthropologych-1-7freshmancourse-230124151920-880079ed (1).pdf
anthropologych-1-7freshmancourse-230124151920-880079ed (1).pdfanthropologych-1-7freshmancourse-230124151920-880079ed (1).pdf
anthropologych-1-7freshmancourse-230124151920-880079ed (1).pdfesiyasmengesha
 
698258319-Civics-Course-Power-Point-Chapter-2.pptx
698258319-Civics-Course-Power-Point-Chapter-2.pptx698258319-Civics-Course-Power-Point-Chapter-2.pptx
698258319-Civics-Course-Power-Point-Chapter-2.pptxesiyasmengesha
 
Spring 2016 UD course subject poster.pptx
Spring 2016 UD course subject poster.pptxSpring 2016 UD course subject poster.pptx
Spring 2016 UD course subject poster.pptxesiyasmengesha
 
ECO chapter1 PPT.pdfoiihuhuhugygygygyggygy
ECO chapter1 PPT.pdfoiihuhuhugygygygyggygyECO chapter1 PPT.pdfoiihuhuhugygygygyggygy
ECO chapter1 PPT.pdfoiihuhuhugygygygyggygyesiyasmengesha
 
Chapter_Four_Strategies_and_Policies_of_Agricultural_and_Rural_Development.pptx
Chapter_Four_Strategies_and_Policies_of_Agricultural_and_Rural_Development.pptxChapter_Four_Strategies_and_Policies_of_Agricultural_and_Rural_Development.pptx
Chapter_Four_Strategies_and_Policies_of_Agricultural_and_Rural_Development.pptxesiyasmengesha
 
Chapter_Five_The_Rural_Development_Policies_and_Strategy_of_Ethiopia.pptx
Chapter_Five_The_Rural_Development_Policies_and_Strategy_of_Ethiopia.pptxChapter_Five_The_Rural_Development_Policies_and_Strategy_of_Ethiopia.pptx
Chapter_Five_The_Rural_Development_Policies_and_Strategy_of_Ethiopia.pptxesiyasmengesha
 
basiceconomicsppt-13100406150jbhbhh9-phpapp01.pdf
basiceconomicsppt-13100406150jbhbhh9-phpapp01.pdfbasiceconomicsppt-13100406150jbhbhh9-phpapp01.pdf
basiceconomicsppt-13100406150jbhbhh9-phpapp01.pdfesiyasmengesha
 

More from esiyasmengesha (8)

507303347-Presentaion-on-Inclusiveness-Chapter-3.ppt
507303347-Presentaion-on-Inclusiveness-Chapter-3.ppt507303347-Presentaion-on-Inclusiveness-Chapter-3.ppt
507303347-Presentaion-on-Inclusiveness-Chapter-3.ppt
 
anthropologych-1-7freshmancourse-230124151920-880079ed (1).pdf
anthropologych-1-7freshmancourse-230124151920-880079ed (1).pdfanthropologych-1-7freshmancourse-230124151920-880079ed (1).pdf
anthropologych-1-7freshmancourse-230124151920-880079ed (1).pdf
 
698258319-Civics-Course-Power-Point-Chapter-2.pptx
698258319-Civics-Course-Power-Point-Chapter-2.pptx698258319-Civics-Course-Power-Point-Chapter-2.pptx
698258319-Civics-Course-Power-Point-Chapter-2.pptx
 
Spring 2016 UD course subject poster.pptx
Spring 2016 UD course subject poster.pptxSpring 2016 UD course subject poster.pptx
Spring 2016 UD course subject poster.pptx
 
ECO chapter1 PPT.pdfoiihuhuhugygygygyggygy
ECO chapter1 PPT.pdfoiihuhuhugygygygyggygyECO chapter1 PPT.pdfoiihuhuhugygygygyggygy
ECO chapter1 PPT.pdfoiihuhuhugygygygyggygy
 
Chapter_Four_Strategies_and_Policies_of_Agricultural_and_Rural_Development.pptx
Chapter_Four_Strategies_and_Policies_of_Agricultural_and_Rural_Development.pptxChapter_Four_Strategies_and_Policies_of_Agricultural_and_Rural_Development.pptx
Chapter_Four_Strategies_and_Policies_of_Agricultural_and_Rural_Development.pptx
 
Chapter_Five_The_Rural_Development_Policies_and_Strategy_of_Ethiopia.pptx
Chapter_Five_The_Rural_Development_Policies_and_Strategy_of_Ethiopia.pptxChapter_Five_The_Rural_Development_Policies_and_Strategy_of_Ethiopia.pptx
Chapter_Five_The_Rural_Development_Policies_and_Strategy_of_Ethiopia.pptx
 
basiceconomicsppt-13100406150jbhbhh9-phpapp01.pdf
basiceconomicsppt-13100406150jbhbhh9-phpapp01.pdfbasiceconomicsppt-13100406150jbhbhh9-phpapp01.pdf
basiceconomicsppt-13100406150jbhbhh9-phpapp01.pdf
 

Recently uploaded

Class 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdfClass 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdfAyushMahapatra5
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...christianmathematics
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactPECB
 
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural ResourcesEnergy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural ResourcesShubhangi Sonawane
 
ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701bronxfugly43
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.pptRamjanShidvankar
 
ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxAreebaZafar22
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docxPoojaSen20
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeThiyagu K
 
Role Of Transgenic Animal In Target Validation-1.pptx
Role Of Transgenic Animal In Target Validation-1.pptxRole Of Transgenic Animal In Target Validation-1.pptx
Role Of Transgenic Animal In Target Validation-1.pptxNikitaBankoti2
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.MaryamAhmad92
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsMebane Rash
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfagholdier
 
Python Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxPython Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxRamakrishna Reddy Bijjam
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingTechSoup
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...EduSkills OECD
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin ClassesCeline George
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfAdmir Softic
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfJayanti Pande
 

Recently uploaded (20)

Class 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdfClass 11th Physics NEET formula sheet pdf
Class 11th Physics NEET formula sheet pdf
 
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
Explore beautiful and ugly buildings. Mathematics helps us create beautiful d...
 
Asian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptxAsian American Pacific Islander Month DDSD 2024.pptx
Asian American Pacific Islander Month DDSD 2024.pptx
 
Beyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global ImpactBeyond the EU: DORA and NIS 2 Directive's Global Impact
Beyond the EU: DORA and NIS 2 Directive's Global Impact
 
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural ResourcesEnergy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
Energy Resources. ( B. Pharmacy, 1st Year, Sem-II) Natural Resources
 
ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701ComPTIA Overview | Comptia Security+ Book SY0-701
ComPTIA Overview | Comptia Security+ Book SY0-701
 
Application orientated numerical on hev.ppt
Application orientated numerical on hev.pptApplication orientated numerical on hev.ppt
Application orientated numerical on hev.ppt
 
ICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptxICT Role in 21st Century Education & its Challenges.pptx
ICT Role in 21st Century Education & its Challenges.pptx
 
psychiatric nursing HISTORY COLLECTION .docx
psychiatric  nursing HISTORY  COLLECTION  .docxpsychiatric  nursing HISTORY  COLLECTION  .docx
psychiatric nursing HISTORY COLLECTION .docx
 
Measures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and ModeMeasures of Central Tendency: Mean, Median and Mode
Measures of Central Tendency: Mean, Median and Mode
 
Role Of Transgenic Animal In Target Validation-1.pptx
Role Of Transgenic Animal In Target Validation-1.pptxRole Of Transgenic Animal In Target Validation-1.pptx
Role Of Transgenic Animal In Target Validation-1.pptx
 
ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.ICT role in 21st century education and it's challenges.
ICT role in 21st century education and it's challenges.
 
On National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan FellowsOn National Teacher Day, meet the 2024-25 Kenan Fellows
On National Teacher Day, meet the 2024-25 Kenan Fellows
 
Holdier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdfHoldier Curriculum Vitae (April 2024).pdf
Holdier Curriculum Vitae (April 2024).pdf
 
Python Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docxPython Notes for mca i year students osmania university.docx
Python Notes for mca i year students osmania university.docx
 
Grant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy ConsultingGrant Readiness 101 TechSoup and Remy Consulting
Grant Readiness 101 TechSoup and Remy Consulting
 
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
Presentation by Andreas Schleicher Tackling the School Absenteeism Crisis 30 ...
 
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17  How to Extend Models Using Mixin ClassesMixin Classes in Odoo 17  How to Extend Models Using Mixin Classes
Mixin Classes in Odoo 17 How to Extend Models Using Mixin Classes
 
Key note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdfKey note speaker Neum_Admir Softic_ENG.pdf
Key note speaker Neum_Admir Softic_ENG.pdf
 
Web & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdfWeb & Social Media Analytics Previous Year Question Paper.pdf
Web & Social Media Analytics Previous Year Question Paper.pdf
 

economics intro.pptbkjhyffgfdfdfdfdtgdfdd

  • 1. http://www.bized.co.uk Copyright 2006 – Biz/ed Introduction to Economics The Economic Problem Opportunity Cost Production Possibility Frontiers
  • 2. http://www.bized.co.uk Copyright 2006 – Biz/ed The Economic Problem • Unlimited Wants • Scarce Resources – Land, Labour, Capital • Resource Use • Choices A wind farm. Copyright: Getty Images, available from Education Image Gallery
  • 3. http://www.bized.co.uk Copyright 2006 – Biz/ed The Economic Problem • What goods and services should an economy produce? – should the emphasis be on agriculture, manufacturing or services, should it be on sport and leisure or housing? • How should goods and services be produced? – labour intensive, land intensive, capital intensive? Efficiency? • Who should get the goods and services produced? – even distribution? more for the rich? for those who work hard?
  • 4. http://www.bized.co.uk Copyright 2006 – Biz/ed Opportunity Cost • Definition – the cost expressed in terms of the next best alternative sacrificed • Helps us view the true cost of decision making • Implies valuing different choices
  • 5. http://www.bized.co.uk Copyright 2006 – Biz/ed Production Possibility Frontiers • Show the different combinations of goods and services that can be produced with a given amount of resources • No ‘ideal’ point on the curve • Any point inside the curve – suggests resources are not being utilised efficiently • Any point outside the curve – not attainable with the current level of resources • Useful to demonstrate economic growth and opportunity cost
  • 6. http://www.bized.co.uk Copyright 2006 – Biz/ed Production Possibility Frontiers Capital Goods Consumer Goods Yo Xo A B Y1 X1 Assume a country can produce two types of goods with its resources – capital goods and consumer goods If it devotes all resources to capital goods it could produce a maximum of Ym. If it devotes all its resources to consumer goods it could produce a maximum of Xm Ym Xm If the country is at point A on the PPF It can produce the combination of Yo capital goods and Xo consumer goods If it reallocates its resources (moving round the PPF from A to B) it can produce more consumer goods but only at the expense of fewer capital goods. The opportunity cost of producing an extra Xo – X1 consumer goods is Yo – Y1 capital goods.
  • 7. http://www.bized.co.uk Copyright 2006 – Biz/ed Production Possibility Frontiers Capital Goods Consumer Goods Yo Xo A .B C Y1 X1 Production inside the PPF – e.g. point B means the country is not using all its resources It can only produce at points outside the PPF if it finds a way of expanding its resources or improves the productivity of those resources it already has. This will push the PPF further outwards.
  • 8. http://www.bized.co.uk Copyright 2006 – Biz/ed Positive and Normative Economics • Health care can be improved with more tax funding • Pollution control is effective through a system of fines • Society ought to provide homes for all • Any strategy aimed at reducing factory closures in deprived areas would be helpful • Positive Statements: – Capable of being verified or refuted by resorting to fact or further investigation • Normative Statements: – Contains a value judgement which cannot be verified by resort to investigation or research