SlideShare une entreprise Scribd logo
1  sur  41
Economics for Journalists
    Week 4: Economies & Indicators

    Jeffrey Timmermans


Monday, 13 February, 12
Economic goals of governments

    ✤    Full employment

          ✤    or at least as full as possible...

    ✤    Steady annual growth in output

          ✤    without overheating

    ✤    Stable prices (low but steady rise in inflation)




Monday, 13 February, 12
What to produce?



    ✤    Businesses in each country have choices of what to produce

    ✤    They will strive to produce the goods and services that earn them the
         most profit – the difference between price and costs




Monday, 13 February, 12
Absolute advantage


                  “ The producer that requires a smaller quantity of inputs to
                      produce a good is said to have an absolute advantage in
                                      producing that good.”
                                                              – N. Gregory Mankiw,
                                                             Principles of Economics




Monday, 13 February, 12
Comparative advantage


                 “ The producer who gives up less of other goods to produce
                          [a particular good] has the smaller opportunity cost of
                          producing [that particular good] and is said to have a
                                 comparative advantage in producing it.”
                                                                   – N. Gregory Mankiw,
                                                                  Principles of Economics




Monday, 13 February, 12
Measuring economic performance

    ✤    Output of goods & services      ✤   Productivity of workers

    ✤    Changes in prices for goods &
         services over time

    ✤    Mood of consumers

    ✤    Employment

    ✤    Total supply of money

    ✤    Trade with other countries


Monday, 13 February, 12
Major economic indicators

    ✤    Gross Domestic Product (GDP)

          ✤    measures output, not wealth nor well-being

    ✤    Consumer Price Index

          ✤    measures how prices change (e.g. inflation)

    ✤    Unemployment

    ✤    Money Supply


Monday, 13 February, 12
Questions to ask about data

    ✤    Who is publishing the data, and   ✤   Are the data seasonally
         who compiled it?                      adjusted? Adjusted for
                                               inflation? Annualized?
    ✤    What do the data cover, and
         what is left out?

    ✤    How reliable are the data?

    ✤    What is the time period for the
         data?

    ✤    Will the data be revised later?


Monday, 13 February, 12
More questions

    ✤    Is the data published as an         ✤   How should you describe the
         index, or an absolute amount?           significance of the measure to
                                                 your reader?
          ✤    If an absolute amount, what
               units?

    ✤    What will you use for
         comparison? Year-earlier
         period?

    ✤    Is the indicator lagging,
         coincident, or leading?


Monday, 13 February, 12
Adjustments

    ✤    Inflation adjusted                     ✤   Seasonally adjusted

          ✤    Real: effects of inflation are       ✤   Data “smoothed” using long-
               removed                                 term seasonal trends

          ✤    Nominal: no adjustment for
               inflation

    ✤    Annualized: “what if” same
         trend continued for a whole
         year



Monday, 13 February, 12
Gross Domestic Product


    ✤    Total value of the output of final goods & services produced within a
         country’s borders

    ✤    Usually measured every three months (once a quarter)

    ✤    Only one of many ways to measure economic performance




Monday, 13 February, 12
Methods of calculating GDP

    ✤    Value added

          ✤    Adding the value added at each stage of production

    ✤    Income

          ✤    Adding the total income paid (wages, royalties)

    ✤    Expenditure

          ✤    Adding up the country’s spending on final goods & services,
               i.e. goods that aren’t inputs for another good

Monday, 13 February, 12
Circular Flow Model




Monday, 13 February, 12
Components of GDP

                                 Gross Domestic Product =
                          Consumption + Investment + Government
                               spending + (exports - imports)
                                            or

                                 GDP = C + I + G + (E - I)




Monday, 13 February, 12
Factors that impact GDP
             ✤    Exchange rates

                   ✤      Purchasing-power parity

             ✤    Interest rates

             ✤    Inflation (real GDP vs. nominal GDP)

             ✤    Capital depreciation

                   ✤      Gross domestic product, not net



Monday, 13 February, 12
Ways of using GDP

    ✤    Cross-border comparisons

          ✤    Either by value or by % change

    ✤    Productivity

          ✤    GDP per hours worked

    ✤    Prosperity

          ✤    GDP per person


Monday, 13 February, 12
Problems with GDP


    ✤    Doesn’t measure externalities (positive or negative)

          ✤    Pollution, education

    ✤    Doesn’t include a measure of overall quality of life, happiness nor
         well-being

    ✤    Doesn’t measure income disparity/distribution




Monday, 13 February, 12
Income and inequality


    ✤    Gini index is a commonly used measure of income inequality within
         an economy

          ✤    A Gini coefficient of 0 means everyone in the economy has exactly
               the same income (perfect equality)

          ✤    A Gini index of 100 means one person in the economy has all the
               income (perfect inequality)




Monday, 13 February, 12
Freedom & Fairness

     Command                                                     Free-market
      Economy                                                    Economy




                                              U.S.
                                                     Hong Kong
                          N. Korea




                                     Sweden




Monday, 13 February, 12
Gini index
                          N. Korea




                                                   U.S.




                                                          Hong Kong
                                          Sweden




             Source: CIA World Factbook


Monday, 13 February, 12
Gini index
                          N. Korea




                                                   U.S.




                                                          Hong Kong
                                          Sweden


                             ?




             Source: CIA World Factbook


Monday, 13 February, 12
Gini index
                          N. Korea




                                                   U.S.




                                                          Hong Kong
                                          Sweden


                             ?
                                           23
                                          (2005)




             Source: CIA World Factbook


Monday, 13 February, 12
Gini index
                          N. Korea




                                                   U.S.




                                                            Hong Kong
                                          Sweden


                             ?
                                                    40
                                           23      (1997)

                                          (2005)




             Source: CIA World Factbook


Monday, 13 February, 12
Gini index
                          N. Korea




                                                   U.S.




                                                            Hong Kong
                                          Sweden


                             ?
                                                    40
                                           23      (1997)

                                          (2005)
                                                    45
                                                   (2007)



             Source: CIA World Factbook


Monday, 13 February, 12
Gini index
                          N. Korea




                                                   U.S.




                                                            Hong Kong
                                          Sweden


                             ?                               53
                                                    40      (2007)
                                           23      (1997)

                                          (2005)
                                                    45
                                                   (2007)



             Source: CIA World Factbook


Monday, 13 February, 12
Writing about GDP

    ✤    Usually, it’s best to use seasonally adjusted quarter-on-quarter growth
         in GDP in percentage terms

          ✤    This shows the current momentum of an economy, without
               seasonal peaks & troughs

          ✤    Compare with the same figure in the previous quarter

    ✤    Be wary of revisions of earlier figures!

    ✤    Will the government be issuing a forward-looking forecast?


Monday, 13 February, 12
Japan grows but stays fragile
         By Mure Dickie in Tokyo and Robin Kwong in Taipei
         21 May 2010
                                                                                                  Change
         Japan's economy grew a relatively robust 1.2 per cent in the first quarter but full
         recovery from the worst postwar slump depends on demand from foreign export               Future
         markets and a rebound in private consumption that may be faltering.
         Preliminary gross domestic product data released yesterday were equivalent to an
         annualised growth rate of 4.9 per cent - below economists' forecasts but still an
         refutation of fears last year that the economy might stall in early 2010 or suffer a     Expectations
         "double dip".
         Naoto Kan, the finance minister, said the data reflected a "solid economic recovery"
         but made clear it was too soon to relax. "We need to watch very closely to see if this
         is an autonomous recovery," he said.
         It can be dangerous to read too much into Japan's preliminary estimate of GDP, a
         statistic often revised heavily.
         In the third quarter of last year, for example, the economy was initially thought to
         have expanded 1.2 per cent but was later judged to have contracted and is now
                                                                                                  Context
         recorded as having expanded 0.1 per cent.
         However, yesterday's first-quarter estimate left no doubt of Japan's continuing
         reliance on external demand for growth, with net exports of goods and services
         accounting for 0.7 percentage points of the 1.2 per cent quarter-on-quarter              Cause
         expansion.
         The Japanese data offered some signs that Japan's recovery was broadening, with
         growth in all categories of public demand, including residential investment, which
         declined sharply throughout 2009.
         "Rising exports and production have spilled over to domestic demand," wrote Kiichi
         Murashima, economist at Citigroup Global Markets, in a research note.                    Comment
         But the pace of quarter-on-quarter growth in private consumption softened
         considerably, falling to 0.3 per cent - its weakest performance since the first three
         months of last year - suggesting a waning effect of government stimulus efforts.
         Much could now depend on the impact on consumption of a monthly Y13,000 ($145,
         €118, £102) child allowance introduced by the Democratic party-led government.
         Some analysts say many parents are likely to save rather than spend the windfall.        Future

Monday, 13 February, 12
Consumer Price Index


    ✤    Based on the prices of a “basket” of goods & services

    ✤    Typically, only focus on % change in index, rather than the absolute
         index

    ✤    Baseline for index (index=100) is set at an arbitrary point in time




Monday, 13 February, 12
Problems with CPI

    ✤    Actual index base year is arbitrary (Oct. 2004-Sep. 2005 in HK)

    ✤    Different countries have different “baskets”

    ✤    “Baskets” change over time, even in the same country

    ✤    The quality of goods changes over time

          ✤    You get far more computer for the price now than 10 years ago

    ✤    Consumers will substitute pricey goods with cheaper ones


Monday, 13 February, 12
CPI: Core vs.
    non-core
                                                       Change in U.S. CPI 1958-2011
    ✤    Core CPI: excludes “volatile”
         components such as food and
         energy

          ✤    But definition of “core” can
               vary from country to
               country

    ✤    Non-core CPI: includes all
         index components
                                             Source: Thumbcharts




Monday, 13 February, 12
Writing about CPI

    ✤    Focus on the percentage change, rather than the nominal index level

          ✤    Use CPI as a proxy for the inflation rate

    ✤    Using core on non-core depends on your audience

          ✤    Core inflation is used to determine economic policy responses

          ✤    Non-core is better to show effects of inflation on consumers




Monday, 13 February, 12
Japan Consumer Prices Fall 1%
          By Tomoyuki Tachikawa
          1 October 2010


          TOKYO -- Japan's consumer prices fell in August for the 18th consecutive month,           Change
          government data showed Friday, suggesting no end in sight for a deflationary trend
          that has been undermining the broader economy, and providing further impetus for
          the Bank of Japan to take additional monetary easing measures soon.
          The country's core consumer price index, which excludes volatile fresh food prices,
                                                                                                    Cause
          fell 1.0% from the same month a year earlier, the Ministry of Internal Affairs and
          Communications said. The result was in line with the median forecast in a poll of
          private economists.                                                                       Expectations
          The latest data show that the pace of decline in the core CPI is easing up, with the
          figure having fallen 1.1% in July and 1.0% in June compared with a recent low of
          1.5% in April. This suggests that a mild recovery in the economy is propping up           Context
          domestic demand and preventing prices from falling further.
          But analysts warn that deflation may accelerate as the yen stays strong with the
          outlook for the U.S. and European economies uncertain, dragging on Japan's export-        Future
          reliant economy and reducing the prices of oil, food, metals and other commodities
          the country buys from overseas.
          Persistent price declines usually eat into corporate profits, which could prompt firms
          to scale down operations and cut payrolls, increasing the risk that worsening income
          and employment conditions will make consumers reluctant to spend. That in turn
          should raise the possibility of Japan's economy entering a lull in the near future.
          "As long as deflation continues and the yen rises, falling corporate profits could keep
          putting downward pressure on the economy," said Takeshi Minami, chief economist at        Comment
          Norinchukin Research Institute. "It's very likely for the Japanese economy to stall
          down the road."
          Tokyo policymakers have also become more concerned over the future course of
          Japan's economy.                                                                          Future

Monday, 13 February, 12
CPI in Hong Kong

    ✤    CPI (A): basket based on expenditure patterns of 50% of households,
         namely those with low income (HK$4,400-$17,300 currently)

    ✤    CPI (B): based on the habits of the next 30% of households by income
         (HK$17,300-$31,100)

    ✤    CPI (C): based on the next 10% (HK$31,100-$67,900)

    ✤    Composite CPI: includes all of the above, or 90% of HK households

          ✤    This is usually the headline number


Monday, 13 February, 12
DJ UPDATE: HK March CPI Up 4.6%; Inflationary Pressures Likely To Rise
       583 words
       22 April 2011
       By Chester Yung and Fiona Law
       HONG KONG (Dow Jones)--Hong Kong's consumer prices rose at their fastest pace in
       two and a half years in March, and further increases are likely as inflationary
                                                                                                    Change
       pressures grow both at home and abroad, the government said Thursday.
       Hong Kong's headline consumer price index rose 4.6% in March from a year earlier,
       the Census and Statistics Department said Thursday, accelerating from February's             Future
       3.7% rise to the fastest pace since the CPI rose 4.6% in August 2008. March's
       reading was also above the median 4.1% rise forecast by 11 economists surveyed
       earlier by Dow Jones Newswires.                                                              Expectations
       Underlying CPI, which excludes the effects of government relief measures, rose 4.4%
       in March from a year earlier, the government said, also up from February's 3.6%
       increase.
                                                                                                    Context
       A government spokesman said in a statement increases in private residential rents
       and rising food prices will likely continue to add to inflationary pressure in the coming
       months, while 'the hike in the tobacco duty and higher fuel costs also contributed
       somewhat to the increase in inflation (in March).'
       Private housing rental rates rose 4.9% in March, higher than February's 4.1% rise.
       Property prices in the territory rose around 24% last year, following a 30% surge in
       2009, but rents haven't kept pace because they are normally locked in by contracts
                                                                                                   Cause
       that cover a year or more. Public and private rents account for about one-third of
       Hong Kong's CPI basket.
       Food prices rose 6.3% on year in March, significantly higher than the 5.0% increase
       in February.
       Hang Seng Bank Senior Economist Irina Fan said the major drivers of inflation in
       March--a surge in global food prices and strong domestic demand--are unlikely to
       ease in the near term.                                                                      Comment
       'Imported inflation is weighing in, especially when other Asian currencies are rising
       and the Hong Kong dollar is unchanged and pegged to the U.S. dollar,' she said,
       adding she expects the city's CPI rise to reach 4.7% or even higher for the full year.
         The government
Monday, 13 February, 12   has said it expects the CPI to rise 4.5% in 2011, above the 2.4%
Some other measures of inflation

    ✤    Wholesale Price Index (WPI): measures prices on a wholesale level

          ✤    Sometimes considered a leading indicator for CPI, but only a
               fraction of wholesale goods are inputs in final consumer goods

    ✤    GDP Deflator: used to remove the effects of inflation from GDP to get
         “real” economic growth

          ✤    Basically, CPI with a much bigger basket: all final newly produced
               goods & services



Monday, 13 February, 12
Unemployment Rate


    ✤    Tracks the number of people in the labor force who don’t have jobs

          ✤    How do you define “labor force”?

    ✤    Usually expressed in percentage terms rather than an absolute
         number

    ✤    Full employment is a bad thing!




Monday, 13 February, 12
Problems with unemployment
    data

    ✤    Based on a household survey

    ✤    Doesn’t include people who have given up looking for work

    ✤    Definitions of “unemployment” vary among countries

          ✤    Japan’s definition is more restrictive than the U.S.’s




Monday, 13 February, 12
Grim Milestone as Jobless Rate Tops 10%
      By Sudeep Reddy
      9 November 2009

      The unemployment rate last month soared above 10% for the first time since the early 1980s, a milestone likely to weigh on
      consumer confidence and stir new efforts in Washington to spur job creation.
      Some 558,000 people joined the ranks of the jobless in October, sending the rate to 10.2% and the tally of officially
      unemployed Americans to 15.7 million, the Labor Department said. The 10% figure could overshadow last week's news that
      the economy began growing again this summer after a long contraction.
      "Ten percent is a terribly important number," Democratic pollster Peter Hart said. "It is not only the 10.2% of the people who
      are unemployed, it is the number of people who are reliant on that 10%. It's probably the other 20% who say, 'I'm worried,
      I'm uncertain, I'm afraid about this, I worry about my job.'"
      The report intensified pressure on the government to provide more unemployment relief and spur hiring. President Barack
      Obama on Friday signed an extension of jobless benefits for up to 20 weeks. He said his administration was considering new
      investment in infrastructure, as well as tax cuts for businesses, to stimulate employment.
      "History tells us that job growth always lags behind economic growth," Mr. Obama said, "which is why we have to continue to
      pursue measures that will create new jobs."
      The unemployment news initially sent stocks lower. But the market ended up modestly on hopes that job growth would return
      by early next year.
      The payroll figures weren't entirely bleak. The survey of employers showed fewer jobs lost in October than in previous months;
      figures for August and September were revised up. The temporary employment sector, seen as an indicator of future
      employment, gained 34,000 jobs to mark the third straight month of increases. The rest of the business and professional-
      services sector grew, as did education and health jobs. Factory overtime hours increased.
      Still, October marked only the second time since recordkeeping began in 1948 that the jobless rate topped 10%. It stayed that
      high for 10 months in the early 1980s, peaking at 10.8% in November and December of 1982. Economists expect the
      unemployment rate to continue rising at least until spring, even as gross domestic product resumes growing.
      The 10.2% rate "reinforces a view on Main Street that recovery is spelled j-o-b-s and not G-D-P," said Stuart Hoffman, chief
      economist at PNC. "We're in a sort of economic purgatory where we see growth in productivity and growth in output, and even
      some growth in consumer spending. But it hasn't been sustained long enough for businesses to create jobs."
      Sectors slammed hardest in the recession continued to suffer. Manufacturing lost 61,000 jobs, more than in the prior three
      months. Construction employment fell by 61,000, near the pace of prior months. Retail declined by 40,000 jobs. A measure of
      unemployment that includes people who have stopped actively searching for work, or are working part-time because they can't
      find full-time work, hit 17.5% in October -- up half a percentage point from September.
      Tom O'Pray, 36 years old, of Rockville, Md., lost his job as a hotel waiter a year ago and spent six months looking for a full-
      time position. Mr. O'Pray applied to as many as four openings a week as an executive assistant -- a prior occupation of his --
      but stopped looking in April. "There are so many overqualified applicants that I never made it to the top of the stack to ever
      get an interview," Mr. O'Pray said.
      He went to the movies with a friend and -- "on a lark," he said -- asked the theater manager if he had jobs. There was a part-
      time position, paying $7.85 an hour, that included concession sales and cleaning restrooms.
      "I'd prefer another office job," he said. "I'm working harder, for less money, than I ever have in my whole life."
      The economy's course in coming months will depend on how well it can transition from growth backed by government support
      -- such as the $787 billion stimulus package -- to an expansion built on the private sector.

Monday, 13 February, 12
Consumer/Business Confidence
    Index
    ✤    A leading indicator of short-term consumer spending or investment
         by businesses

    ✤    Often presented as a diffusion index

          ✤    How many respondents are confident minus how many are
               pessimistic

          ✤    A reading of above 50 indicates optimism

    ✤    Compare to previous month/quarter for changes in sentiment


Monday, 13 February, 12
Problems with confidence indices


    ✤    Can have relatively large margin of error

          ✤    How big is the survey?

    ✤    Can mask dramatic changes in consumer or business sub-groups

          ✤    In the case of the tankan, check the sub-index for smaller businesses




Monday, 13 February, 12
Some other indicators

    ✤    Consumer Confidence

    ✤    Balance of Payments, including Trade Balance

    ✤    Industrial Production

    ✤    Retail Sales

    ✤    Tourist Arrivals

    ✤    Home Sales/Land Sales


Monday, 13 February, 12

Contenu connexe

Plus de jtimmermans (20)

Class10
Class10Class10
Class10
 
Class9
Class9Class9
Class9
 
Class10
Class10Class10
Class10
 
Class9
Class9Class9
Class9
 
Class7
Class7Class7
Class7
 
Class8
Class8Class8
Class8
 
Class6
Class6Class6
Class6
 
Class7
Class7Class7
Class7
 
Class6
Class6Class6
Class6
 
Class5
Class5Class5
Class5
 
Class5
Class5Class5
Class5
 
Class4
Class4Class4
Class4
 
Class4
Class4Class4
Class4
 
Class3
Class3Class3
Class3
 
Tutorial1
Tutorial1Tutorial1
Tutorial1
 
Class3
Class3Class3
Class3
 
Class2
Class2Class2
Class2
 
Class2
Class2Class2
Class2
 
Class1
Class1Class1
Class1
 
Class1
Class1Class1
Class1
 

Dernier

SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...gurkirankumar98700
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Alan Dix
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Miguel Araújo
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Servicegiselly40
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...shyamraj55
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Allon Mureinik
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 

Dernier (20)

SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
 
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...Swan(sea) Song – personal research during my six years at Swansea ... and bey...
Swan(sea) Song – personal research during my six years at Swansea ... and bey...
 
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...
 
CNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of ServiceCNv6 Instructor Chapter 6 Quality of Service
CNv6 Instructor Chapter 6 Quality of Service
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)Injustice - Developers Among Us (SciFiDevCon 2024)
Injustice - Developers Among Us (SciFiDevCon 2024)
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 

Class4

  • 1. Economics for Journalists Week 4: Economies & Indicators Jeffrey Timmermans Monday, 13 February, 12
  • 2. Economic goals of governments ✤ Full employment ✤ or at least as full as possible... ✤ Steady annual growth in output ✤ without overheating ✤ Stable prices (low but steady rise in inflation) Monday, 13 February, 12
  • 3. What to produce? ✤ Businesses in each country have choices of what to produce ✤ They will strive to produce the goods and services that earn them the most profit – the difference between price and costs Monday, 13 February, 12
  • 4. Absolute advantage “ The producer that requires a smaller quantity of inputs to produce a good is said to have an absolute advantage in producing that good.” – N. Gregory Mankiw, Principles of Economics Monday, 13 February, 12
  • 5. Comparative advantage “ The producer who gives up less of other goods to produce [a particular good] has the smaller opportunity cost of producing [that particular good] and is said to have a comparative advantage in producing it.” – N. Gregory Mankiw, Principles of Economics Monday, 13 February, 12
  • 6. Measuring economic performance ✤ Output of goods & services ✤ Productivity of workers ✤ Changes in prices for goods & services over time ✤ Mood of consumers ✤ Employment ✤ Total supply of money ✤ Trade with other countries Monday, 13 February, 12
  • 7. Major economic indicators ✤ Gross Domestic Product (GDP) ✤ measures output, not wealth nor well-being ✤ Consumer Price Index ✤ measures how prices change (e.g. inflation) ✤ Unemployment ✤ Money Supply Monday, 13 February, 12
  • 8. Questions to ask about data ✤ Who is publishing the data, and ✤ Are the data seasonally who compiled it? adjusted? Adjusted for inflation? Annualized? ✤ What do the data cover, and what is left out? ✤ How reliable are the data? ✤ What is the time period for the data? ✤ Will the data be revised later? Monday, 13 February, 12
  • 9. More questions ✤ Is the data published as an ✤ How should you describe the index, or an absolute amount? significance of the measure to your reader? ✤ If an absolute amount, what units? ✤ What will you use for comparison? Year-earlier period? ✤ Is the indicator lagging, coincident, or leading? Monday, 13 February, 12
  • 10. Adjustments ✤ Inflation adjusted ✤ Seasonally adjusted ✤ Real: effects of inflation are ✤ Data “smoothed” using long- removed term seasonal trends ✤ Nominal: no adjustment for inflation ✤ Annualized: “what if” same trend continued for a whole year Monday, 13 February, 12
  • 11. Gross Domestic Product ✤ Total value of the output of final goods & services produced within a country’s borders ✤ Usually measured every three months (once a quarter) ✤ Only one of many ways to measure economic performance Monday, 13 February, 12
  • 12. Methods of calculating GDP ✤ Value added ✤ Adding the value added at each stage of production ✤ Income ✤ Adding the total income paid (wages, royalties) ✤ Expenditure ✤ Adding up the country’s spending on final goods & services, i.e. goods that aren’t inputs for another good Monday, 13 February, 12
  • 13. Circular Flow Model Monday, 13 February, 12
  • 14. Components of GDP Gross Domestic Product = Consumption + Investment + Government spending + (exports - imports) or GDP = C + I + G + (E - I) Monday, 13 February, 12
  • 15. Factors that impact GDP ✤ Exchange rates ✤ Purchasing-power parity ✤ Interest rates ✤ Inflation (real GDP vs. nominal GDP) ✤ Capital depreciation ✤ Gross domestic product, not net Monday, 13 February, 12
  • 16. Ways of using GDP ✤ Cross-border comparisons ✤ Either by value or by % change ✤ Productivity ✤ GDP per hours worked ✤ Prosperity ✤ GDP per person Monday, 13 February, 12
  • 17. Problems with GDP ✤ Doesn’t measure externalities (positive or negative) ✤ Pollution, education ✤ Doesn’t include a measure of overall quality of life, happiness nor well-being ✤ Doesn’t measure income disparity/distribution Monday, 13 February, 12
  • 18. Income and inequality ✤ Gini index is a commonly used measure of income inequality within an economy ✤ A Gini coefficient of 0 means everyone in the economy has exactly the same income (perfect equality) ✤ A Gini index of 100 means one person in the economy has all the income (perfect inequality) Monday, 13 February, 12
  • 19. Freedom & Fairness Command Free-market Economy Economy U.S. Hong Kong N. Korea Sweden Monday, 13 February, 12
  • 20. Gini index N. Korea U.S. Hong Kong Sweden Source: CIA World Factbook Monday, 13 February, 12
  • 21. Gini index N. Korea U.S. Hong Kong Sweden ? Source: CIA World Factbook Monday, 13 February, 12
  • 22. Gini index N. Korea U.S. Hong Kong Sweden ? 23 (2005) Source: CIA World Factbook Monday, 13 February, 12
  • 23. Gini index N. Korea U.S. Hong Kong Sweden ? 40 23 (1997) (2005) Source: CIA World Factbook Monday, 13 February, 12
  • 24. Gini index N. Korea U.S. Hong Kong Sweden ? 40 23 (1997) (2005) 45 (2007) Source: CIA World Factbook Monday, 13 February, 12
  • 25. Gini index N. Korea U.S. Hong Kong Sweden ? 53 40 (2007) 23 (1997) (2005) 45 (2007) Source: CIA World Factbook Monday, 13 February, 12
  • 26. Writing about GDP ✤ Usually, it’s best to use seasonally adjusted quarter-on-quarter growth in GDP in percentage terms ✤ This shows the current momentum of an economy, without seasonal peaks & troughs ✤ Compare with the same figure in the previous quarter ✤ Be wary of revisions of earlier figures! ✤ Will the government be issuing a forward-looking forecast? Monday, 13 February, 12
  • 27. Japan grows but stays fragile By Mure Dickie in Tokyo and Robin Kwong in Taipei 21 May 2010 Change Japan's economy grew a relatively robust 1.2 per cent in the first quarter but full recovery from the worst postwar slump depends on demand from foreign export Future markets and a rebound in private consumption that may be faltering. Preliminary gross domestic product data released yesterday were equivalent to an annualised growth rate of 4.9 per cent - below economists' forecasts but still an refutation of fears last year that the economy might stall in early 2010 or suffer a Expectations "double dip". Naoto Kan, the finance minister, said the data reflected a "solid economic recovery" but made clear it was too soon to relax. "We need to watch very closely to see if this is an autonomous recovery," he said. It can be dangerous to read too much into Japan's preliminary estimate of GDP, a statistic often revised heavily. In the third quarter of last year, for example, the economy was initially thought to have expanded 1.2 per cent but was later judged to have contracted and is now Context recorded as having expanded 0.1 per cent. However, yesterday's first-quarter estimate left no doubt of Japan's continuing reliance on external demand for growth, with net exports of goods and services accounting for 0.7 percentage points of the 1.2 per cent quarter-on-quarter Cause expansion. The Japanese data offered some signs that Japan's recovery was broadening, with growth in all categories of public demand, including residential investment, which declined sharply throughout 2009. "Rising exports and production have spilled over to domestic demand," wrote Kiichi Murashima, economist at Citigroup Global Markets, in a research note. Comment But the pace of quarter-on-quarter growth in private consumption softened considerably, falling to 0.3 per cent - its weakest performance since the first three months of last year - suggesting a waning effect of government stimulus efforts. Much could now depend on the impact on consumption of a monthly Y13,000 ($145, €118, £102) child allowance introduced by the Democratic party-led government. Some analysts say many parents are likely to save rather than spend the windfall. Future Monday, 13 February, 12
  • 28. Consumer Price Index ✤ Based on the prices of a “basket” of goods & services ✤ Typically, only focus on % change in index, rather than the absolute index ✤ Baseline for index (index=100) is set at an arbitrary point in time Monday, 13 February, 12
  • 29. Problems with CPI ✤ Actual index base year is arbitrary (Oct. 2004-Sep. 2005 in HK) ✤ Different countries have different “baskets” ✤ “Baskets” change over time, even in the same country ✤ The quality of goods changes over time ✤ You get far more computer for the price now than 10 years ago ✤ Consumers will substitute pricey goods with cheaper ones Monday, 13 February, 12
  • 30. CPI: Core vs. non-core Change in U.S. CPI 1958-2011 ✤ Core CPI: excludes “volatile” components such as food and energy ✤ But definition of “core” can vary from country to country ✤ Non-core CPI: includes all index components Source: Thumbcharts Monday, 13 February, 12
  • 31. Writing about CPI ✤ Focus on the percentage change, rather than the nominal index level ✤ Use CPI as a proxy for the inflation rate ✤ Using core on non-core depends on your audience ✤ Core inflation is used to determine economic policy responses ✤ Non-core is better to show effects of inflation on consumers Monday, 13 February, 12
  • 32. Japan Consumer Prices Fall 1% By Tomoyuki Tachikawa 1 October 2010 TOKYO -- Japan's consumer prices fell in August for the 18th consecutive month, Change government data showed Friday, suggesting no end in sight for a deflationary trend that has been undermining the broader economy, and providing further impetus for the Bank of Japan to take additional monetary easing measures soon. The country's core consumer price index, which excludes volatile fresh food prices, Cause fell 1.0% from the same month a year earlier, the Ministry of Internal Affairs and Communications said. The result was in line with the median forecast in a poll of private economists. Expectations The latest data show that the pace of decline in the core CPI is easing up, with the figure having fallen 1.1% in July and 1.0% in June compared with a recent low of 1.5% in April. This suggests that a mild recovery in the economy is propping up Context domestic demand and preventing prices from falling further. But analysts warn that deflation may accelerate as the yen stays strong with the outlook for the U.S. and European economies uncertain, dragging on Japan's export- Future reliant economy and reducing the prices of oil, food, metals and other commodities the country buys from overseas. Persistent price declines usually eat into corporate profits, which could prompt firms to scale down operations and cut payrolls, increasing the risk that worsening income and employment conditions will make consumers reluctant to spend. That in turn should raise the possibility of Japan's economy entering a lull in the near future. "As long as deflation continues and the yen rises, falling corporate profits could keep putting downward pressure on the economy," said Takeshi Minami, chief economist at Comment Norinchukin Research Institute. "It's very likely for the Japanese economy to stall down the road." Tokyo policymakers have also become more concerned over the future course of Japan's economy. Future Monday, 13 February, 12
  • 33. CPI in Hong Kong ✤ CPI (A): basket based on expenditure patterns of 50% of households, namely those with low income (HK$4,400-$17,300 currently) ✤ CPI (B): based on the habits of the next 30% of households by income (HK$17,300-$31,100) ✤ CPI (C): based on the next 10% (HK$31,100-$67,900) ✤ Composite CPI: includes all of the above, or 90% of HK households ✤ This is usually the headline number Monday, 13 February, 12
  • 34. DJ UPDATE: HK March CPI Up 4.6%; Inflationary Pressures Likely To Rise 583 words 22 April 2011 By Chester Yung and Fiona Law HONG KONG (Dow Jones)--Hong Kong's consumer prices rose at their fastest pace in two and a half years in March, and further increases are likely as inflationary Change pressures grow both at home and abroad, the government said Thursday. Hong Kong's headline consumer price index rose 4.6% in March from a year earlier, the Census and Statistics Department said Thursday, accelerating from February's Future 3.7% rise to the fastest pace since the CPI rose 4.6% in August 2008. March's reading was also above the median 4.1% rise forecast by 11 economists surveyed earlier by Dow Jones Newswires. Expectations Underlying CPI, which excludes the effects of government relief measures, rose 4.4% in March from a year earlier, the government said, also up from February's 3.6% increase. Context A government spokesman said in a statement increases in private residential rents and rising food prices will likely continue to add to inflationary pressure in the coming months, while 'the hike in the tobacco duty and higher fuel costs also contributed somewhat to the increase in inflation (in March).' Private housing rental rates rose 4.9% in March, higher than February's 4.1% rise. Property prices in the territory rose around 24% last year, following a 30% surge in 2009, but rents haven't kept pace because they are normally locked in by contracts Cause that cover a year or more. Public and private rents account for about one-third of Hong Kong's CPI basket. Food prices rose 6.3% on year in March, significantly higher than the 5.0% increase in February. Hang Seng Bank Senior Economist Irina Fan said the major drivers of inflation in March--a surge in global food prices and strong domestic demand--are unlikely to ease in the near term. Comment 'Imported inflation is weighing in, especially when other Asian currencies are rising and the Hong Kong dollar is unchanged and pegged to the U.S. dollar,' she said, adding she expects the city's CPI rise to reach 4.7% or even higher for the full year. The government Monday, 13 February, 12 has said it expects the CPI to rise 4.5% in 2011, above the 2.4%
  • 35. Some other measures of inflation ✤ Wholesale Price Index (WPI): measures prices on a wholesale level ✤ Sometimes considered a leading indicator for CPI, but only a fraction of wholesale goods are inputs in final consumer goods ✤ GDP Deflator: used to remove the effects of inflation from GDP to get “real” economic growth ✤ Basically, CPI with a much bigger basket: all final newly produced goods & services Monday, 13 February, 12
  • 36. Unemployment Rate ✤ Tracks the number of people in the labor force who don’t have jobs ✤ How do you define “labor force”? ✤ Usually expressed in percentage terms rather than an absolute number ✤ Full employment is a bad thing! Monday, 13 February, 12
  • 37. Problems with unemployment data ✤ Based on a household survey ✤ Doesn’t include people who have given up looking for work ✤ Definitions of “unemployment” vary among countries ✤ Japan’s definition is more restrictive than the U.S.’s Monday, 13 February, 12
  • 38. Grim Milestone as Jobless Rate Tops 10% By Sudeep Reddy 9 November 2009 The unemployment rate last month soared above 10% for the first time since the early 1980s, a milestone likely to weigh on consumer confidence and stir new efforts in Washington to spur job creation. Some 558,000 people joined the ranks of the jobless in October, sending the rate to 10.2% and the tally of officially unemployed Americans to 15.7 million, the Labor Department said. The 10% figure could overshadow last week's news that the economy began growing again this summer after a long contraction. "Ten percent is a terribly important number," Democratic pollster Peter Hart said. "It is not only the 10.2% of the people who are unemployed, it is the number of people who are reliant on that 10%. It's probably the other 20% who say, 'I'm worried, I'm uncertain, I'm afraid about this, I worry about my job.'" The report intensified pressure on the government to provide more unemployment relief and spur hiring. President Barack Obama on Friday signed an extension of jobless benefits for up to 20 weeks. He said his administration was considering new investment in infrastructure, as well as tax cuts for businesses, to stimulate employment. "History tells us that job growth always lags behind economic growth," Mr. Obama said, "which is why we have to continue to pursue measures that will create new jobs." The unemployment news initially sent stocks lower. But the market ended up modestly on hopes that job growth would return by early next year. The payroll figures weren't entirely bleak. The survey of employers showed fewer jobs lost in October than in previous months; figures for August and September were revised up. The temporary employment sector, seen as an indicator of future employment, gained 34,000 jobs to mark the third straight month of increases. The rest of the business and professional- services sector grew, as did education and health jobs. Factory overtime hours increased. Still, October marked only the second time since recordkeeping began in 1948 that the jobless rate topped 10%. It stayed that high for 10 months in the early 1980s, peaking at 10.8% in November and December of 1982. Economists expect the unemployment rate to continue rising at least until spring, even as gross domestic product resumes growing. The 10.2% rate "reinforces a view on Main Street that recovery is spelled j-o-b-s and not G-D-P," said Stuart Hoffman, chief economist at PNC. "We're in a sort of economic purgatory where we see growth in productivity and growth in output, and even some growth in consumer spending. But it hasn't been sustained long enough for businesses to create jobs." Sectors slammed hardest in the recession continued to suffer. Manufacturing lost 61,000 jobs, more than in the prior three months. Construction employment fell by 61,000, near the pace of prior months. Retail declined by 40,000 jobs. A measure of unemployment that includes people who have stopped actively searching for work, or are working part-time because they can't find full-time work, hit 17.5% in October -- up half a percentage point from September. Tom O'Pray, 36 years old, of Rockville, Md., lost his job as a hotel waiter a year ago and spent six months looking for a full- time position. Mr. O'Pray applied to as many as four openings a week as an executive assistant -- a prior occupation of his -- but stopped looking in April. "There are so many overqualified applicants that I never made it to the top of the stack to ever get an interview," Mr. O'Pray said. He went to the movies with a friend and -- "on a lark," he said -- asked the theater manager if he had jobs. There was a part- time position, paying $7.85 an hour, that included concession sales and cleaning restrooms. "I'd prefer another office job," he said. "I'm working harder, for less money, than I ever have in my whole life." The economy's course in coming months will depend on how well it can transition from growth backed by government support -- such as the $787 billion stimulus package -- to an expansion built on the private sector. Monday, 13 February, 12
  • 39. Consumer/Business Confidence Index ✤ A leading indicator of short-term consumer spending or investment by businesses ✤ Often presented as a diffusion index ✤ How many respondents are confident minus how many are pessimistic ✤ A reading of above 50 indicates optimism ✤ Compare to previous month/quarter for changes in sentiment Monday, 13 February, 12
  • 40. Problems with confidence indices ✤ Can have relatively large margin of error ✤ How big is the survey? ✤ Can mask dramatic changes in consumer or business sub-groups ✤ In the case of the tankan, check the sub-index for smaller businesses Monday, 13 February, 12
  • 41. Some other indicators ✤ Consumer Confidence ✤ Balance of Payments, including Trade Balance ✤ Industrial Production ✤ Retail Sales ✤ Tourist Arrivals ✤ Home Sales/Land Sales Monday, 13 February, 12