How long is the course?

6 chapters · 20 minutes · level: Intermediate

Yes. The course is part of Phase 1 — AK1A's foundation education, which is free forever.

AKM1 · Macroeconomics

Unemployment

Arbetslöshet, löneinflation, Phillips.

📖 6 chapters⏱ 20 min⚡ 170 XP⚖ Weight: —🏷 Macroeconomics

Why this variable is decisive

Arbetslösheten är Riksbankens viktigaste indikator på resursutnyttjande och styr direkt räntesvansarna som prissätter både bolån och svenska aktier. Sverige har sedan 1990-talets arbetslöshetskris enligt ILO-metoden rört sig mellan 6 och 10 procent, och Phillips-kurvans sönderfall 2022–2023 gjorde arbetsmarknadsdata till den enskilt mest bevakade makrovariabeln för svensk retail.

Course overview

11. The fundamentals — why this mattersUnemployment is more than a social variable — it is the mechanism through which wages, interest rates and cons…3 min
22. Practical applicationPractical unemployment analysis requires reading both Labour Force Survey (AKU) figures and job vacancies, as …3 min
33. Common pitfallsCommon pitfalls in unemployment analysis involve confusing AKU and Swedish Public Employment Service figures, …3 min
44. AKM1 1.1 integrationIn AKM1 1.1, the unemployment trend is used as a macro filter variable that modifies V09 (ROE) and V17 (divide…3 min
55. Case studiesThree case studies show how unemployment has been priced in on the Swedish stock exchange under different busi…3 min
66. MasteryMastery of unemployment analysis requires an understanding of NAIRU, wage formation and matching problems.3 min
Total20 min

Chapter	Focus	Time
1. 1. The fundamentals — why this matters	Unemployment is more than a social variable — it is the mechanism through which wages, int…	3 min
2. 2. Practical application	Practical unemployment analysis requires reading both Labour Force Survey (AKU) figures an…	3 min
3. 3. Common pitfalls	Common pitfalls in unemployment analysis involve confusing AKU and Swedish Public Employme…	3 min
4. 4. AKM1 1.1 integration	In AKM1 1.1, the unemployment trend is used as a macro filter variable that modifies V09 (…	3 min
5. 5. Case studies	Three case studies show how unemployment has been priced in on the Swedish stock exchange …	3 min
6. 6. Mastery	Mastery of unemployment analysis requires an understanding of NAIRU, wage formation and ma…	3 min
Total		20 min

Sample — the first two chapters

1. The fundamentals — why this matters

Chapter 1 of 6 · 3 min

Unemployment is more than a social variable — it is the mechanism through which wages, interest rates and consumption interact, and therefore a central variable for the Riksbank's monetary policy.

10x Insight

The Riksbank estimates Swedish NAIRU at about 6,5–7,5 percent, but it is difficult to measure in real time.

Unemployment is measured in two ways in Sweden: as AKU unemployment (the Labor Force Survey) according to the ILO method and as registered unemployment at the Public Employment Service. The AKU is a sample of 30 000 people aged 15–74 and is published monthly by SCB, while the Public Employment Service's figure measures those actually registered as jobseekers.

◆

The two figures often differ by 1–2 percentage points.

The Phillips curve from 1958 was the empirical foundation of Swedish monetary policy until the 2010s — the Riksbank assumed a stable negative relationship between inflation and unemployment and could therefore choose a point on the curve.

◆

The Friedman-Phelps critique of 1968 brought in long-term expectations and introduced NAIRU (Non-Accelerating Inflation Rate of Unemployment).

The Riksbank estimates Swedish NAIRU at about 6,5–7,5 percent, but it is difficult to measure in real time. When actual unemployment lies below NAIRU, wage and price pressure arises — exactly the dynamic of 2021–2022, when the Swedish AKU fell to 7,0 percent and inflation accelerated.

The significance of unemployment for an investor is twofold. First

The significance of unemployment for an investor is twofold. First, it affects the Riksbank's interest rate setting — falling unemployment below NAIRU leads to interest rate hikes that can push down valuations of growth stocks. Second, it directly affects consumption-dependent companies — H&M, ICA and JCDecaux all have revenues that move with employment.

The Swedish labor market has peculiarities that make it uniquely sensitive. The two-year cycles of collective agreements, the high union membership rate and the job security council system make wage formation sluggish downward.

◆

That means unemployment arises quickly in a downturn but falls slowly in an upturn — an asymmetry that affects both the Riksbank's models and investors' decision basis.

Next: 2. Practical application

2. Practical application

Chapter 2 of 6 · 3 min

Practical unemployment analysis requires reading both Labour Force Survey (AKU) figures and job vacancies, as well as understanding the difference between structural and cyclical unemployment.

10x Insight

A more leading variable is the number of vacant positions that the Public Employment Service publishes monthly.

SCB publishes the AKU in the second week of each month with data for the previous month. Investors should focus on three subfigures: the employment rate (share of the population aged 15–74 who work), the unemployment rate (share of the labor force seeking work) and labor force participation (share of the population that is in the labor force).

◆

Since the 2010s Sweden has had high female participation (around 80 percent) but lower male participation than the OECD average.

A more leading variable is the number of vacant positions that the Public Employment Service publishes monthly. The number of vacancies usually turns 3–6 months before the AKU trend and is an early indicator of a business cycle turn.

◆

When vacancies fell 40 percent during Q4 2008, analysts knew that unemployment would rise quickly during 2009.

Structural unemployment (above NAIRU) requires political reforms — education, matching, taxes — and cannot be influenced by the Riksbank. Cyclical unemployment, on the other hand, can be influenced by interest rates and fiscal policy.

◆

Distinguishing between these is central to predicting whether an increase in unemployment becomes permanent or temporary.

Swedish labor force participation fell from 79 percent in 1990 to 72 percent in 1999 during the crisis of the 1990s and has since recovered to 76–77 percent in 2023. Demographic aging pressures participation in the long term — the Riksbank estimates that it falls by 0,1 percentage points per year going forward due to retirement departures.

For investors, falling participation means that GDP growth structurally brakes, because GDP per capita is governed by productivity × employment rate. This is one of the reasons why long-term Swedish growth has slowed from 2,5 percent (the 1990s) to 1,5 percent (the 2020s) — something that is directly priced into mortgage rates and equity valuations.

Next: 3. Common pitfalls

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Three perspectives

Peter Lynch

Lynch var i ”Beating the Street” (1993) skeptisk till arbetsmarknadsprognoser som investeringsunderlag och menade att investerare bättre fick studera enskilda bolags anställningsbeslut — när ett företag utökar personalen är det en stark ledande indikator på att ledningen tror på framtiden. Han varnade särskilt för bolag som skär ner under konjunkturnedgångar, eftersom det ofta förstörde kompetenskapital.

Benjamin Graham

Graham såg arbetslöshet som en cykelvariabel som inte skulle påverka den långsiktige investerarens strategi, och menade i ”The Intelligent Investor” att hög arbetslöshet historiskt varit en bra köpmöjlighet för värdeinvesterare med kontanter. Hans metod krävde dock att portföljen var konstruerad för att klara 50-procentiga börsfall utan tvångsförsäljning.

AK1A's interpretation

I AKM1-metodiken används AKU-arbetslöshet som en makrofiltervariabel som modifierar V09 (ROE) och V17 (utdelningssäkerhet) — stigande arbetslöshet triggar lägre tilldelning till konsumtionsberoende bolag och högre vikt till subventionssäkra sektorer. Modellen särbehandlar också industriaktier vars orderstock korrelerar med AKU-trendens tvåkvartalsförskjutning.

Exercises

Three exercises to anchor the variable — unfold each one for guidance.

Exercise 1. Explain in your own words: what does Unemployment measure, and why does it carry — weight in AKM1?

Explain in your own words: what does Unemployment measure, and why does it carry — weight in AKM1?

Guidance: Arbetslöshet, löneinflation, Phillips.

Exercise 2. Application: find one company where Unemployment is strong — and one where it is weak. What separates them?

Application: find one company where Unemployment is strong — and one where it is weak. What separates them?

Guidance: Guidance: see chapter 3 ("3. Common pitfalls").

Exercise 3. Reflection: how would your portfolio be affected if your largest holding failed precisely on Unemployment?

Reflection: how would your portfolio be affected if your largest holding failed precisely on Unemployment?

Guidance: Test it in My Portfolio (/min-portfolj) or discuss it in the lab.

Continue the curriculum

Interactive exercises, wave matrices and the AI tutor are found in the lab.

Open AK1A Research Lab See memberships

Related courses in Macroeconomics

Why this variable is decisive

Chapter

Focus

Time

1. 1. The fundamentals — why this matters

Unemployment is more than a social variable — it is the mechanism through which wages, int…

3 min

2. 2. Practical application

Practical unemployment analysis requires reading both Labour Force Survey (AKU) figures an…

3 min

3. 3. Common pitfalls

Common pitfalls in unemployment analysis involve confusing AKU and Swedish Public Employme…

3 min

4. 4. AKM1 1.1 integration

In AKM1 1.1, the unemployment trend is used as a macro filter variable that modifies V09 (…

3 min

5. 5. Case studies

Three case studies show how unemployment has been priced in on the Swedish stock exchange …

3 min

6. 6. Mastery

Mastery of unemployment analysis requires an understanding of NAIRU, wage formation and ma…

3 min

Total

20 min

Sample — the first two chapters

1. The fundamentals — why this matters

Chapter 1 of 6 · 3 min

Unemployment is more than a social variable — it is the mechanism through which wages, interest rates and consumption interact, and therefore a central variable for the Riksbank's monetary policy.

10x Insight

The Riksbank estimates Swedish NAIRU at about 6,5–7,5 percent, but it is difficult to measure in real time.

◆

The two figures often differ by 1–2 percentage points.

◆

The Friedman-Phelps critique of 1968 brought in long-term expectations and introduced NAIRU (Non-Accelerating Inflation Rate of Unemployment).

The significance of unemployment for an investor is twofold. First

◆

That means unemployment arises quickly in a downturn but falls slowly in an upturn — an asymmetry that affects both the Riksbank's models and investors' decision basis.

Next: 2. Practical application

2. Practical application

Chapter 2 of 6 · 3 min

Practical unemployment analysis requires reading both Labour Force Survey (AKU) figures and job vacancies, as well as understanding the difference between structural and cyclical unemployment.

10x Insight

A more leading variable is the number of vacant positions that the Public Employment Service publishes monthly.

◆

Since the 2010s Sweden has had high female participation (around 80 percent) but lower male participation than the OECD average.

◆

When vacancies fell 40 percent during Q4 2008, analysts knew that unemployment would rise quickly during 2009.

◆

Distinguishing between these is central to predicting whether an increase in unemployment becomes permanent or temporary.

Next: 3. Common pitfalls

Three perspectives

Peter Lynch

Benjamin Graham

AK1A's interpretation

Exercises

Three exercises to anchor the variable — unfold each one for guidance.

Exercise 1. Explain in your own words: what does Unemployment measure, and why does it carry — weight in AKM1?

Explain in your own words: what does Unemployment measure, and why does it carry — weight in AKM1?

Guidance: Arbetslöshet, löneinflation, Phillips.

Exercise 2. Application: find one company where Unemployment is strong — and one where it is weak. What separates them?

Application: find one company where Unemployment is strong — and one where it is weak. What separates them?

Guidance: Guidance: see chapter 3 ("3. Common pitfalls").

Exercise 3. Reflection: how would your portfolio be affected if your largest holding failed precisely on Unemployment?

Reflection: how would your portfolio be affected if your largest holding failed precisely on Unemployment?

Guidance: Test it in My Portfolio (/min-portfolj) or discuss it in the lab.