Wanna win with money? Try game theory

Wanna win with money? Try game theory

Released Thursday, 10th April 2025
Good episode? Give it some love!
Wanna win with money? Try game theory

Wanna win with money? Try game theory

Wanna win with money? Try game theory

Wanna win with money? Try game theory

Thursday, 10th April 2025
Good episode? Give it some love!
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0:00

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vary, not available in all states. One

1:00

of the first big tasks of adulthood

1:02

is figuring out how you'll navigate the

1:04

economy. You have to get that first

1:06

job, figure out how to make your

1:08

paycheck cover the stuff you need, and

1:10

how to save for the stuff you

1:12

want down the road, like maybe a

1:15

house. One of the most crucial lessons

1:17

of adulthood is that the economy works

1:19

a lot like a game, a game

1:21

where the rules are not necessarily

1:23

fair. From K-E-R-A in Dallas, this is

1:25

think. I'm Chris Boyd. The game isn't fair

1:28

in part because the rules are often

1:30

set by the winners, which is to

1:32

say the people who are already doing

1:34

very well and invested in maintaining their

1:36

financial success. But you don't have to

1:38

start out rich to learn to play

1:40

well, and my guest says that learning

1:42

and applying strategies drawn from game theory

1:44

can pay off for us when we

1:46

make a big purchase, interview for a

1:48

job, or face a decision about seeking

1:50

a promotion versus looking for a better

1:52

job with a new employer. Darryl Fairweather

1:54

is chief economist at Redfin and author

1:56

of the book Hate the Game. Economic

1:58

cheat codes for life... and work.

2:01

Darryl, welcome to think. Thank you

2:03

so much for having me. One

2:05

thing you understood early as you

2:07

were preparing for a career as

2:09

an economist was that we don't

2:12

live in a perfect meritocracy where

2:14

hard work and talent determine the

2:16

limits of our success. How do

2:18

statistics around race and sex and

2:21

wealth demonstrate this? Well,

2:23

if you look at the stats, black

2:25

people or other racial minorities have less

2:27

wealth than their white counterparts, a law

2:30

that has to do with the history

2:32

of this country, segregation, and the laws

2:34

that were put in place that made

2:37

it harder for minorities to accumulate wealth.

2:39

And if you look at gender, you'll

2:41

see that women are on par with

2:44

men a lot of the times, then

2:46

if you dig deeper in most households

2:48

that are high earning, it is the

2:50

man who is earning the most money.

2:53

It is very rare that women are

2:55

the breadwinners in high-earning households. So I

2:57

think both of that just goes to

3:00

show that for some people, you know,

3:02

it's not an easy path or it's

3:04

not a clear path for them to

3:07

become as financially successful as their white

3:09

male counterparts. So depending on where we

3:11

are positioned, it can be a little

3:13

demoralizing to know the meritocracy doesn't work

3:16

the way it's supposed to, but that

3:18

information doesn't change the economy we have

3:20

to operate in, right? So one way

3:23

to deal with an unfair system is

3:25

to understand that it works like a

3:27

game? Yes, I think one of the

3:30

great things about the American economy is

3:32

that we do have choice. We can

3:34

choose which jobs to pursue, which careers

3:36

to pursue and... you know, largely which

3:39

games to play. So even if you

3:41

face a disadvantage in a certain avenue,

3:43

it doesn't mean that you aren't going

3:46

to find success. I think you just

3:48

have to be more strategic about where

3:50

you spend your time and what games

3:53

you play. I think a lot of

3:55

people have heard the term game theory,

3:57

but don't necessarily know exactly what it

3:59

means. Can you define it for us?

4:02

Yeah, I like to think a game

4:04

theory as the building blocks of economics.

4:06

It's the most micro of microeconomics. It

4:09

deals with interactions between two players or

4:11

sometimes three, but usually a limited number

4:13

of players and tries to determine how

4:16

interactions will play out. One, that interaction

4:18

is a negotiation. So you have two

4:20

people arguing over the price of something

4:23

or how much someone's going to get

4:25

paid. Both people have a number in

4:27

their mind and game theory helps us

4:29

understand how a negotiation will play out.

4:32

When you point out in the book

4:34

that most games are designed by and

4:36

for the winners, what does that mean?

4:39

Well, I think one of the reasons

4:42

that the economy is inherently unfair is

4:44

that the people who are in power

4:46

who can determine the rules of the

4:48

game, whether that's policy or within a

4:51

corporation, the way that corporation operates, how

4:53

they promote people, the people who are

4:55

making those decisions are people who have

4:57

already won. And I think it goes

5:00

against human instinct to get to a

5:02

place where you're successful and then turn

5:04

around and say that it was unfair.

5:06

People like to believe that if they

5:09

were successful, they got there because of

5:11

their own hard work. And I think

5:13

that makes it really difficult for people

5:15

in power to acknowledge that the rules

5:18

might have been benefiting them, that maybe

5:20

they did get some unfair treatment that

5:22

helped them get ahead faster than someone

5:24

else. So I think that alone makes

5:27

it challenging to expect the people in

5:29

power to be the ones who are

5:31

making things more fair. But to be

5:33

clear, approaching challenges as a game with

5:36

rules that may be unfair does not

5:38

mean we have to cheat in that

5:40

game to succeed, right? No, I don't

5:42

think you have to cheat. I think

5:45

you just have to understand the rules

5:47

well enough to navigate around the unfairness.

5:49

Because like I said before, one of

5:51

the great things about the economies that

5:54

we do have the ability to choose,

5:56

if there's a gatekeeper that's standing in

5:58

front of you, it doesn't mean that's

6:00

the end. You just need to go

6:03

find a different gate that doesn't have

6:05

someone standing in front of it or

6:07

has somebody welcoming. you welcome you in.

6:09

So I think, I encourage people to

6:12

be empowered and to feel like they

6:14

can win because I've played a lot

6:16

of games where I've come in at

6:18

a disadvantage. You know, all games have

6:21

some unfairness to it. Even a game

6:23

like chess, the white player goes first.

6:25

That's an advantage. But that doesn't stop

6:27

the person playing the black player or

6:30

the black player from winning. A lot

6:32

of the times, the black player does

6:34

win championships. So let's dive in here

6:36

to some practical examples. We can start

6:39

with negotiations which are essential in all

6:41

kinds of economic transactions, including salary talks,

6:43

as you mentioned. What is a Nash

6:45

equilibrium? So the Nash equilibrium means that

6:48

neither player has a reason to deviate.

6:50

So both players, given how the game

6:52

has played out, are going to commit

6:54

to the decision that they've made. Outcome

6:56

is not a Nash equilibrium, then one

6:59

or both players would be better off

7:01

choosing differently. Nash equilibrium is stable because

7:03

both players are better off with that

7:05

outcome. That's why that's the solution to

7:08

a lot of game theory problems is

7:10

finding the Nash equilibrium. For a successful

7:12

negotiation, really both partners need to have

7:14

something to gain potentially from negotiating. You

7:17

described this as their inside option beating

7:19

their outside option. What is the difference

7:21

between... inside and outside options. Yes, so

7:23

in a negotiation, the inside option represents

7:26

the outcome of the negotiation. If both

7:28

players come to terms and they agree

7:30

on, say, the price of a good

7:32

or the wage that the employee is

7:35

going to be paid, if it's an

7:37

employee in a boss, then that is

7:39

the inside option. The outside option is

7:41

everything that a player could get if

7:44

they walked away from the negotiation. For

7:46

a boss, that might mean hiring somebody

7:48

else to fill a position if the

7:50

employee quits. For the employee, that would

7:53

be the other jobs that they could

7:55

get outside of that role or having

7:57

no job at all. So in order

7:59

for a negotiation, to work, the outcome

8:02

of the negotiation needs to be better

8:04

than the outside option for both players.

8:06

That's all well and good in

8:08

the abstract, Darryl. Is there a good

8:11

way to know when to lean on

8:13

the inside option and when to go

8:15

outside? Well, the first thing

8:17

to understand is what the

8:19

other person's outside options are, because

8:21

that's the... information that will tell you

8:24

if you're going to be successful pushing

8:26

harder. If you are an entry-level worker

8:28

and you go and ask for a

8:30

raise, you need to first ask yourself

8:32

how replaceable are you? Like how many

8:34

people were applying for the job that

8:36

you got? How many people would take

8:38

your job? for the same pay, maybe even

8:40

lower pay, if they had the opportunity. That's

8:43

going to be the option that your employer

8:45

has is replacing you. So you need to

8:47

understand how replaceable you are before you go

8:49

and ask for more money. If you are

8:51

a higher up employee, you have more rare

8:53

skills and you know that it would be

8:55

really hard for you to be replaced, then

8:58

that should give you more confidence to go

9:00

in and ask for more money. Is there a good

9:02

way to test how much power

9:04

we have in negotiating without blowing

9:06

up whatever existing existing relationship we

9:08

have? That's a

9:10

good question. I mean, game

9:13

theory often has these kinds

9:15

of unrealistic assumptions that, you

9:17

know, the players aren't talking to each

9:19

other beforehand, that they aren't, you

9:21

know, trying to persuade, like

9:23

persuasion isn't really, usually a part

9:26

of these models, but I think

9:28

in the real world, you can.

9:30

gather information. You can, you know,

9:32

kind of float ideas and get

9:34

a sense of where your negotiating

9:36

partners heads at before you actually

9:39

go in. So I would definitely

9:41

advise doing that, getting as much

9:43

information as possible can only improve

9:46

your power. Like in the, in a

9:48

sense, figuring out how much power you

9:50

have actually makes you more powerful. So

9:52

yeah, I think that's a good

9:54

idea. Most games that we play

9:56

for entertainment have an element of luck.

9:58

How should we think game theory about

10:01

the relative importance of skill

10:03

versus luck in our chances

10:05

at succeeding at whatever it is

10:07

we want to do? Yeah, one thing I

10:09

talk about is how games aren't just

10:11

win or lose. Oftentimes you learn something

10:14

along the way that can help you

10:16

win in the future. But games that

10:18

are purely luck, like playing roulette or

10:20

day trading, for example, that involves a

10:23

lot of luck, aren't really getting you

10:25

more skills. I mean, maybe they are

10:27

on the periphery, but It's hard to

10:30

get better at something like that. So

10:32

in general, I would advise people to

10:34

play games that are more skill-based, less

10:37

luck-based. And I think because in

10:39

the long run, you'll get better and

10:41

better and your odds will keep

10:43

getting better, but those luck-based games,

10:45

your odds stay the same. What does it

10:47

mean to assess the marginal benefit of

10:50

any extra effort we might put in

10:52

that could tip the balance in our

10:54

favor? Buy us some luck, if you will. Yeah,

10:57

that's marginal benefit versus marginal cost. That's

10:59

a concept in economics. Basically, like, the

11:01

more you do something, the less fruitful

11:03

it is. You can kind of see

11:05

this in terms of, let's say, let's

11:07

say you're selling a product and you're

11:09

going door to door in your neighborhood.

11:12

The first time you go around knocking

11:14

on door selling your product, you're probably

11:16

going to make. a good number of

11:18

salesmen. But then the second time you

11:20

go on knock on doors, you're asking

11:22

people the same question over again, you're

11:25

probably going to make fewer sales, like

11:27

just staying in that same neighborhood, going

11:29

door to door, the more you do

11:31

it, the less fruitful it's going to

11:33

be, because you got the easy fruitful

11:35

it's going to be because you got

11:37

the easy fruit at the very

11:39

beginning and those high hanging fruit

11:42

are all that's left towards the

11:44

end. Boy, knowing when to quit is... It

11:46

sounds like such a simple thing to advise

11:48

people. It's not an easy thing to do,

11:50

is it? No, I think, especially because

11:52

there's so much emotion involved in

11:55

quitting, that failure for a lot

11:57

of people is the worst thing that

11:59

they can imagine. But yeah, knowing what to

12:01

quit is really what will save you time.

12:03

It's why some people, I think, I

12:05

think it's one of the biggest reasons

12:07

some people advance in their careers faster

12:09

than others is that they know when

12:11

to quit, they know when to go

12:13

pursue another opportunity, they know, they have

12:16

faith in themselves, that there are better

12:18

opportunities out there for them. I think.

12:20

In this Doridore salesman example, the Doridore

12:22

salesman who after the 10th go-around is

12:24

making zero sales is going to get

12:26

a lot more discouraged than the one

12:29

who just moves on to a different

12:31

neighborhood. So I think it's really critical

12:33

to know when to quit. You suggest in the

12:35

book we might use time limits to help

12:37

us decide when to move on if we're

12:39

not finding the success we want. Can you

12:41

give us an example of how this can

12:43

work? Yeah, I used this in my own

12:45

life when I was in graduate school. My

12:47

goal was to produce the kinds of research

12:50

that could get me a top academic

12:52

job. But after one attempt at it,

12:54

I came close, but it wasn't quite

12:56

good enough to meet that mark. And

12:58

at that point, I knew that I

13:00

couldn't keep trying the same thing over

13:03

and over again, expecting different results. Like maybe

13:05

the first time it was a fluke and

13:07

if I try again, I could get a

13:09

better research paper out of me. But then

13:11

I just decided like I put a time

13:13

limit on myself basically I gave myself one

13:15

year to do better and if I couldn't

13:18

then I would have to accept that you

13:20

know the first paper I put out was

13:22

my my best work and that's exactly what

13:24

happened I didn't come up with anything better

13:26

than the first research idea I had and

13:28

at that point I knew that it was

13:30

time for me to try something else. Another

13:33

example of this is in the housing market

13:35

a lot of time. times home sellers will

13:37

price too high, and they don't know when

13:39

to lower their price. But really, if you're

13:41

not getting any offers in the first two

13:43

weeks, you need to be lowering your price

13:46

because it's costing you money, the longer your

13:48

home sitting on the market, especially if

13:50

you have a mortgage on it. The

13:52

first time is ideal, but when you

13:54

do make a mistake, it's really important

13:56

to recognize it quickly because it can cost

13:58

you a lot of money. because whatever

14:01

time limit we give ourselves for

14:03

whatever question we have is

14:05

somewhat arbitrary, but if we

14:07

don't have that time limit,

14:09

we're not kind of forcing

14:11

ourselves to assess where we

14:13

are. Yes, it is going to be arbitrary.

14:15

I think that that's just part of life

14:17

is that you never have enough information to

14:20

know when is the exact right moment to

14:22

quit or when to start something new or

14:24

when to say start investing or anything. It's

14:26

just hard to know exactly when is the

14:29

right moment. I think making an educated guess

14:31

and sticking to it is one of the

14:33

best skills you can practice because commitment is

14:35

a hard skill and practicing it helps, but

14:38

also the more educated guesses you make and

14:40

the more you stick to them, the more

14:42

you can kind of become confident in your

14:45

ability to guess. If it goes right, you're

14:47

more confident. If it doesn't go quite right,

14:49

then you can readjust and try to guess

14:51

better the next time. But if you're not

14:53

committing, then you never get the outcome that

14:55

can tell you whether the guess was wrong

14:58

or right. Darryl, why might we sometimes,

15:00

we just talked about time limits, why

15:02

might we sometimes choose to hang around

15:04

in a job even if we are

15:06

not, say, getting promotions or raises at

15:08

the speed at which we think we ought

15:11

to? There are many reasons. There are

15:13

many psychological biases that can

15:15

have somebody making a bad economic

15:17

decision like that. One is status

15:19

quo bias, which is just a

15:21

preference for things to stay the

15:23

same. Once you hear about set

15:25

as COBIS, you'll probably start to

15:28

see it everywhere in your day-to-day

15:30

life. Another one is uncertainty

15:32

aversion. People prefer the certain

15:34

option to the uncertain one, even

15:36

when the odds aren't any different. There's

15:38

this classic example about how people prefer

15:41

to pull balls out of a jar

15:43

when they know that the odds are

15:45

50-50, versus when they don't know the

15:47

odds, they would rather avoid that. When

15:49

you don't know the odds, the odds are still

15:51

50-50. Like if you know there's a certain number

15:53

of black balls and red balls in an urn

15:55

and you pull it out, the odds are still

15:57

50-50, like mathematically, but people prefer to know the

15:59

odds. And I think this extrapolates out to

16:01

a lot of situations where at least

16:03

the job that you have, you know what

16:05

the bad things are. But if you

16:08

went out into the world and got a

16:10

new job, you know, things might be

16:12

better, but they're uncertain. And that feels just

16:14

much more scary. So I think both

16:16

of those things keep people in jobs. Also

16:18

if you have a high paying job

16:20

and you already have a mortgage, your life

16:22

is already set up in a specific

16:24

way, I think quitting can be very scary

16:26

because you're loss -over. So you don't want

16:28

to lose everything that you've already built,

16:31

even if the risk is not that high,

16:33

it still can be very scary to

16:35

try something new and have that risk come

16:37

up. Well, I mean, some of these

16:39

are straightforward calculations when we have all the

16:41

information we could possibly want, but often

16:43

we don't, right? If we get a job

16:45

offer, we can't possibly know everything about

16:47

what it will be like to do that

16:49

job. How do we learn to manage

16:51

our uncertainty so that we are willing to

16:54

take some calculated risks? Well, I think

16:56

the first thing is to be aware of

16:58

it. So if you're aware that almost

17:00

everyone has this bias towards the status quo

17:02

that they avoid uncertainty, then when you

17:04

are starting to feel like you may want

17:06

to try out a new job, you

17:08

should take that feeling very seriously because what

17:10

most people are going to do is

17:12

ignore it to their detriment. But if you

17:14

listen to it, you're already ahead of

17:16

the game. If you act on it, you're

17:19

already ahead of the game. So just

17:21

I think knowing where your bias is like

17:23

can help a lot. And then when

17:25

you're looking for a new job, what you

17:27

can do is you can ask the

17:29

people who currently work there what their experience

17:31

is like, but it's equally important to

17:33

find out what the people who quit thought

17:35

of the job. Luckily, there are lots

17:37

of websites where people love to gossip about

17:39

their corporate jobs nowadays. So that information

17:42

is pretty easily accessible, but make sure you

17:44

get both sides because they are going

17:46

to be very different. The kinds of people

17:48

who stay at a job versus quit

17:50

a job are going to be very different

17:52

kinds of people and have different tolerances

17:54

for different kinds of work structures. So you

17:56

want to hear both sides. to

18:00

play the game of algorithms,

18:02

the algorithms that screen our

18:04

applications and our resumes these

18:06

days before a human probably

18:09

ever lays eyes on them? Yes,

18:11

I think that, you know, if you

18:13

are going through the process of tailoring

18:15

a resume, you want to tailor it

18:17

to each. job that you're applying to.

18:19

That will increase your odds. And the

18:21

way you can do that is go

18:23

look at the job posting, look at

18:25

the words that they choose in the

18:27

job posting, and put those exact words

18:30

into your resume. If they want people

18:32

with a certain type of degree and

18:34

you have that degree, make sure it's

18:36

spelled the exact same way. Or if

18:38

there are tasks that they expect you

18:40

to do, make sure that you use

18:42

the same kinds of phrasing if you've

18:44

done similar tasks in your

18:46

previous roles. people reviewing those

18:48

resumes, that you are a great fit

18:51

for the job. So I am not someone

18:53

who would ever do this, but

18:55

I know there are people who

18:57

assume everybody is lying or gilding

19:00

their resumes a little bit, and

19:02

therefore if they don't do it,

19:04

they're at a disadvantage. What is

19:06

your perspective on this? I

19:10

think, I mean, honesty is a value

19:12

of mine, so I would never tell

19:14

somebody to lie, but I do think

19:16

that you can arrange your resume in

19:18

a very appealing way. I talk about

19:20

in the book how There are examples

19:22

of evolutionary game theory, that's a subset

19:24

of game theory, where even birds will

19:27

arrange their nests to be as appealing

19:29

as possible to mates and kind of

19:31

trick them with an optical illusion. So I

19:33

think one thing you can do, for

19:35

example, is highlighting the experience that

19:37

is most suited to the job

19:39

and making sure that's up front. You

19:41

know, if you have an internship at a

19:43

job and you want to look more important,

19:46

don't separate it out into its own section,

19:48

just put it with all your other. job

19:50

experience. Yeah, there's lots of things you can

19:52

do to kind of, I wouldn't, yeah, you

19:54

can just make it a little bit shinier. You

19:56

don't need to fabricate anything, but you

19:58

can definitely make it. Shineer. Besides

20:01

just listing all relevant work you've

20:03

done and education you've had, you

20:05

share in the book that you

20:07

think carefully about how your name

20:09

will appear on your resume or

20:11

a job application. Talk about that. Yeah,

20:14

so my name, Darryl Fairweather, is

20:16

gender neutral. Most people assume it's

20:18

a male name because it's more

20:21

male than female, but the two

20:23

famous Darryls are Darryl Strawberry, the

20:25

black baseball player, and Darryl Hannah,

20:28

the white woman actress. And that's

20:30

usually what people are expecting when

20:32

they see a Darryl, one of

20:34

those two things. Now my middle

20:36

name is Rose. So when I

20:38

want to signal that I am

20:40

a woman, I'll include Rose on

20:42

the resume. Darrell Strawberry, the black

20:45

baseball player. I am biracial black and

20:47

white. So I don't know, I'm always

20:49

aware of how people are perceiving me

20:51

and it's never really, and sometimes it's

20:53

way off from the way I think

20:55

they're perceiving me. So in the actual

20:57

economic research, it states, it shows that

20:59

resumes from white women with white.

21:01

sounding names are more likely to

21:03

be accepted than resumes with black sounding

21:06

names regardless of if it's male or

21:08

female. So knowing that I put rose

21:10

on my resume so people would think

21:12

of me like Darryl Hannah instead of

21:15

Darryl Strawberry because I wanted that extra

21:17

edge and I know lots of

21:19

people who have modified their names like

21:21

put initials instead of their first

21:23

name to conceal their gender or their

21:26

race and I think it's... I think

21:28

it's complicated to change yourself to

21:30

get further in society, but also

21:32

I try to give people the benefit

21:34

of the doubt that maybe they have

21:36

these unconscious biases or the resume sort

21:39

of does, but once I get in

21:41

the room and talk to people, that's

21:43

when I would be more sussing out

21:45

if this is going to be a

21:47

healthy environment for me or not. Then comes

21:49

the interview or like the pre-interview

21:51

phone screening. How can we employ

21:53

what's called the halo effect to

21:56

give us a boost? Yes, the

21:58

halo effect is a phenomenon.

22:00

behavioral economics where if you're if

22:02

you are appealing on one characteristic,

22:04

people will assume that you are

22:06

appealing on all characteristics. So a

22:09

professor who's really well dressed will

22:11

get better reviews from their students

22:13

than a professor who is not,

22:15

even when the delivery and the

22:17

material is exactly the same, because

22:19

people project, you know, good dresser

22:21

onto being good instructor, even when

22:23

that's not necessarily the case. So

22:26

you can take advantage of this

22:28

and just present yourself as being

22:30

competent and attractive. in dimensions that

22:32

have nothing to do with your

22:34

job and because of the halo

22:36

effect people will think you're better

22:38

at the job just because say

22:40

your hair is well done or

22:43

you're dressed well or you're really

22:45

congenial during the interview people will

22:47

naturally think that those qualities extend

22:49

to your to your work. And

22:51

I guess we can be aware

22:53

of this and act on it

22:55

even if we kind of morally

22:58

oppose the idea that people make

23:00

these leaps in their conclusion. Yeah,

23:02

I think that the leaps are

23:04

detrimental on a macro scale. So

23:06

when I'm actually like interviewing people,

23:08

I do the opposite. I'm like

23:10

extra conscious that these bias exists

23:12

and I try to separate, you

23:15

know, the way somebody is, you

23:17

know, dressing or speaking from the

23:19

evidence of how they actually would

23:21

perform on the job because, yeah,

23:23

as somebody who's screening, you want

23:25

to do, you want to. compensate

23:27

for those biases. Yeah, it's interesting.

23:29

I don't know how many employers

23:32

do this, especially, you know, in

23:34

this climate where, you know, DEI

23:36

has been discouraged at a lot

23:38

of companies, but it seems like

23:40

employers would be sensitive to the

23:42

possibility of losing out on a

23:44

great candidate because they glossed over

23:46

someone who didn't somehow look right

23:49

for a position. Yeah, I think

23:51

that... I think that there is

23:53

an opportunity to hire people who

23:55

otherwise would have been glossed over.

23:57

not just in terms of race

23:59

and gender, but also disability, like

24:01

just assuming that somebody who has

24:03

some physical disability can't do the

24:06

same job because of how they

24:08

look. I think it would be

24:10

great if we lived in a

24:12

world where people were more conscious

24:14

of how the anti-halo effect might

24:16

be disadvantaged people. What advice would

24:18

you give people who are looking

24:20

for a job maybe using the

24:23

online portals to apply? And you

24:25

know, you hear these stories of

24:27

people who are well qualified, but

24:29

have sent out sometimes dozens or

24:31

hundreds of applications and heard nothing.

24:33

Do they need to go back

24:35

and somehow redo the way they're

24:37

presenting themselves? It's definitely the

24:40

most challenging time to find a job

24:42

is when you are that entry-level worker

24:44

who doesn't have much to show on

24:46

your resume. So I think at that,

24:48

in that moment, like casting a big

24:50

net, applying to as many jobs as

24:52

possible, just taking what you can get

24:54

is the right strategy. So you can

24:56

at least start to build your resume.

24:58

When your resume is blank, you can't

25:00

be a picky eater, you have to

25:02

be an omnivore. It's when you have

25:04

something on your resume that you can

25:06

tailor that you can start to be

25:09

more targeted. We're going to talk about

25:11

home buying now, and it's helpful. You

25:13

are chief economist at Redfin. Can you

25:15

just talk about what that job entails,

25:17

why Redfin needs an economist? Sure, so

25:19

I work with our team of economists,

25:21

and we research the housing market. We

25:23

try to produce research that would be

25:25

useful to somebody buying, selling, or renting

25:27

a home, which is just about everybody.

25:29

And we also communicate that research to

25:31

reporters, to our executives, to our agents,

25:33

to help them understand the housing market

25:35

better. But yeah, our general mission is

25:37

to help people understand how the housing

25:39

market works. That involves, you know, day-to-day

25:41

goings-on in the housing market, like where

25:43

mortgage rates are headed or how the

25:46

trade. war is going to impact new

25:48

construction, but also historical things, like how

25:50

does redlining contribute to home values today

25:52

and why some homes are valued a

25:54

lot more than others. So it's a

25:56

broad research agenda. There is a great

25:58

deal of uncertainty now in a lot

26:00

of markets. How are you taking in

26:02

the information that seems to change hour

26:04

by hour and applying it? I've been

26:06

chief economist at Redfin for

26:09

over six years now and yeah,

26:11

going through the pandemic and

26:13

the interest rate hike after

26:15

that, it's just been, we've

26:18

been in uncharted economic territory

26:20

for like most of my

26:22

career as chief economist at

26:24

Redfin. But so the forecasting

26:26

is tough. a lot of the times like what

26:28

the forecast really does tell us is like

26:30

where we are exactly at this moment but

26:33

doesn't do a great job of telling us

26:35

where things are headed. So we're doing a

26:37

lot of scenario modeling like what happens

26:39

if you know inflation gets to this number

26:41

what would that to the housing market or

26:43

what happens if you know the trade war

26:46

escalates things like that. So when you can't

26:48

do perfect forecast you just have to rely

26:50

more on economic theory and envision

26:52

different scenarios happening. Do you have

26:55

any sense of what the housing market will

26:57

look like in the next year or two? I

26:59

think that home values are going to

27:01

be resilient to whatever happens in the

27:03

economy. Homeowners have a record amount of

27:06

equity in their homes. They have really

27:08

cheap mortgages from the pandemic. So

27:10

the homeowners would Like no matter how hard

27:12

they get hit, they keep holding on to

27:14

their homes. It's not like during the Great

27:17

Recession when there was a foreclosure crisis.

27:19

And nowadays things are different

27:21

too, like banks like to work with homeowners

27:23

a lot more instead of foreclosing on them.

27:25

They try to put them on payment plans.

27:28

So I think we're not going to see

27:30

many forced sales. or distressed to sales,

27:32

which means that home values will likely

27:35

remain quite high even if the economy

27:37

goes down. And if mortgage rates fall,

27:39

that could actually lead to more demand

27:41

and higher home prices and values.

27:43

I mean, certainly the first time anyone

27:46

buys a home will be like the

27:48

biggest financial transaction anyone has ever made.

27:50

There are so many tradeoffs and variables.

27:53

What are some ways to figure out

27:55

what belongs in like the needs column

27:57

and what can be filed under Wants?

28:00

really think hard about what you care

28:02

about, which is something I talk about

28:04

in the book a lot that if you want

28:06

in order to get what you want out

28:08

of life, the first thing is

28:10

to know what you want. So

28:12

it's easier said than done, but

28:14

I think what sometimes homeowners neglect

28:16

to think about are their neighborhoods.

28:18

So many people will prioritize having

28:20

a big home over having a

28:22

short commute. when oftentimes it's the

28:24

commute that is impacting their daily

28:26

enjoyment of their lives more than

28:28

having say a spare office. So

28:30

yeah, when deciding what your must

28:32

haves is your needs to haves

28:35

are, I would say think about

28:37

what your daily life is going to

28:39

be, how you're going to be spending

28:41

your time, and how you like

28:43

spending your time, because time is worth

28:46

money too. How much should we think about

28:48

how a place works for us? right

28:50

now, like the day we move in versus how

28:52

it might work down the road. Yeah, so this

28:54

is the bias and behavioral economics

28:56

called present bias where people weigh

28:59

the present day more than the

29:01

future and they do this even

29:03

in irrational ways. And one way

29:05

that that shows up is that people

29:07

are more willing to pay for a home

29:09

with a swimming pool in the summer. Now,

29:11

a home's value. Yeah, it should not fluctuate with

29:14

the seasons, but what's happening is that when

29:16

somebody goes to tour a home and it has

29:18

a swimming pool, you're thinking I'm going to be

29:20

in that swimming pool next month and it's going to

29:22

be great and I'm going to enjoy it so much.

29:24

Whereas when you tour the home in the winter, it

29:26

just looks like an eye store, this empty swimming pool

29:28

sitting there. People just fail to neglect to

29:30

realize that they're going to be owning that

29:32

home both in the winter and in the winter

29:35

and in the summer and in the summer. you

29:37

know, the value should be the average of the

29:39

two. Why do you suggest we try

29:41

to avoid falling in love with any

29:43

house too quickly? Because when you feel

29:45

like you own something, you value it

29:47

more. And you're also afraid of

29:49

losing it. You, you, uh, when

29:51

you once you start envisioning yourself

29:53

having Thanksgiving dinner, raising kids somewhere,

29:56

if you end up in a

29:58

bidding war, you could end up...

30:00

spending an irrational amount of money. And

30:02

we saw this happen a lot during

30:04

the pandemic when home values were going

30:06

up really quickly and there were dozens

30:08

of people bidding on the exact same

30:10

home that people started to act

30:12

irrationally. And in some markets like

30:14

Austin and Boise, home values did get

30:16

bubbly. They got overvalued and they came

30:19

down once interest rates went up. So.

30:21

Especially when you're in a high, highly competitive

30:23

market, you don't want to get

30:25

attached to anything because you don't

30:27

know if you're going to win

30:29

that home. Somebody else might bid

30:31

more. They might bid irrationally more

30:33

and you don't want to win

30:35

that kind of game. The winner

30:37

in that kind of a standoff

30:39

ends up losing when the market shifts.

30:41

And when it comes time to sell,

30:43

your advice is to price just a

30:46

little too low rather than too high.

30:48

Explain your logic there. underpriced. What happens

30:50

is that it gets multiple offers. People see

30:52

that this home is a deal, more buyers come

30:54

and tour the home, they compete, and the highest offer

30:56

wins. When you price too high, people see that, they

30:58

get turned off, they don't tour the home, they don't

31:00

put in an offer, even if it is under asking

31:02

price, because I think it's going to insult the seller,

31:05

and the home ends up sitting on the market longer.

31:07

When homes sit on the market, they get a bit

31:09

of a bit of a scarlet letter, they get, they

31:11

get a bit of a scarlet letter, they get a

31:13

bit of a scarlet, they get a scarlet, they get

31:15

a bit of a scarlet, they get a scarlet, a

31:17

scarlet, they get a scarlet, because why else wouldn't it

31:19

be selling? And then that home seller ends up usually

31:21

having to drop their price and accept an even

31:24

lower offer than what they could have

31:26

gotten if they just priced low to begin

31:28

with. So you don't want to ruin

31:30

your home's debut. And part of the

31:32

debut is advertising a price that's going

31:34

to get people to come look at

31:37

your home. So pricing a little low

31:39

is a better strategy. Okay, let's

31:41

talk about work. Darryl, can

31:43

game theory help us resolve

31:45

conflicts with coworkers? I don't, yes,

31:48

it can help, well, resolving I

31:50

think is a weird, it's a weird

31:52

word choice, but then you can

31:54

give us more confidence in knowing

31:56

how to proceed when we have

31:58

a difficult coworker. This is an

32:00

example in evolutionary game theory, I'm going

32:03

to go back to with the birds,

32:05

where if you have two birds that

32:07

are fighting, the option is often

32:09

to cooperate and to share resources. Say

32:12

they're fighting over food. You can either

32:14

share the food or you can fight

32:16

and the winner takes the food after,

32:19

you know, maybe suffering a wound on

32:21

both sides. Now, it's going to

32:23

be better to share in the long

32:26

run, but for the bird that's bullying,

32:28

they could potentially get more food if

32:30

they act in a bad way. So

32:33

understanding how that dynamic will play out,

32:35

understanding if you're up against somebody who's

32:37

going to be acting aggressively, bullying versus

32:40

somebody who's going to cooperate can

32:42

help you understand how to proceed, should

32:44

you proceed with aggression or with cooperation?

32:46

How do we calculate the costs and

32:49

benefits of backing down in a conflict

32:51

at work versus standing our ground? So

32:54

oftentimes at work we're having repeated

32:56

games, repeated interactions with our coworkers, which

32:58

means that it's not just a one-off,

33:00

how things play out one day

33:02

are going to impact the future. And

33:05

one thing to be aware of is

33:07

that if you let somebody bully you,

33:09

say you let them characterize you

33:11

in a way that isn't true or

33:14

take credit for a project that wasn't

33:16

theirs. you're sending the message to that

33:18

person and to everyone that there

33:20

aren't consequences when you are bullied, that

33:23

people can get away with it. And

33:25

that's going to lead to even

33:27

more of that kind of behavior because

33:29

the bullies will target the people that

33:32

they know aren't going to fight back.

33:34

So oftentimes, if you like standing

33:36

your ground in one scenario can help

33:38

avoid future scenarios, you kind of want

33:41

to send the signal that you're

33:43

not one to mess with, that you

33:45

are going to fight back. don't have

33:47

any real reason to be acting aggressively

33:50

towards you. We've already established that

33:52

the meritocracy doesn't necessarily mean like

33:54

the employee who works the hardest

33:56

will be the one who gets

33:58

the next promotion. How can we

34:00

use what's called backward induction to

34:02

set ourselves up for success? Yeah,

34:05

so backward induction and game theory

34:07

is this concept where when you're solving

34:09

a game, trying to figure out what the

34:11

best moves are, you start at the end.

34:13

You start with the outcome that you want.

34:16

So when you are up for a promotion,

34:18

the first thing to decide is like, what

34:20

is the second to last step towards you

34:23

getting that promotion? When I was working at

34:25

a tech company, the process for getting a

34:27

promotion was that my manager would put

34:29

me up. the promotion packet would go

34:31

to a board of directors like her bosses

34:33

and they would all decide amongst all

34:36

of them and their subordinates are

34:38

who ends up making the cut

34:40

for the promotion list, the final promotion

34:42

list. And then the promotion list would

34:44

go to the vice president who looks

34:47

at it and either gives it a

34:49

thumbs up or a thumbs down. So

34:51

when going for my promotion, I knew

34:53

I had my manager's endorsement, but I

34:55

knew that I didn't know if

34:57

I would make it through the

34:59

obstacle of getting on this list

35:01

of the directors. But I thought

35:03

about what was the directors, what

35:05

was their goal. They wanted to

35:07

look good to the vice president.

35:09

And the vice president thought that

35:11

their list was bad, that it

35:14

was missing somebody, then they would

35:16

definitely work to fix that. They would

35:18

want at least to satisfy the vice

35:20

president. So in that, after going through

35:22

that whole process of what the steps

35:25

are, I realize that the person I

35:27

really need to be impressing. is the

35:29

vice president, but I need to do

35:31

it in front of the directors. The

35:34

directors know that the vice president is

35:36

expecting my name on that list. I

35:38

can't like guarantee that the vice president's

35:40

gonna stick his neck out for me

35:43

enough to go criticize the directors. I

35:45

just want them afraid the director is

35:47

that the vice president will be looking

35:49

for my name. And so I started

35:52

interacting at work in a way where

35:54

I would be impressing the vice president

35:56

in front of everyone, You write in

35:58

the book about in your career

36:01

or maybe even as a student

36:03

reading certain books about success like

36:05

lean in and realizing that they

36:07

are often written like very much

36:09

about like one person's story like

36:11

lean in was all about you

36:13

know making sure you have self-confidence

36:15

that's not everybody's problem yeah I

36:17

didn't feel like it was my

36:19

problem when I read the book

36:21

so I was felt a little

36:23

disappointed I think for Cheryl Sandberg

36:25

confidence was a thing that was

36:27

holding her back or the thing

36:29

that she identified as being the

36:31

most critical in her career, but

36:33

it's just to me lacking advice.

36:35

The thing that gives me confidence

36:37

the most is knowing what's coming

36:39

and that's why I think understanding

36:41

economics is really what has instilled

36:43

confidence in me. Do you have

36:45

any sense of the game theory

36:48

involved in deciding to leave a

36:50

company and not jump to another

36:52

company but start one's own business?

36:55

Yeah, I mean, that's a risky thing

36:57

to do. So it definitely is a

36:59

risk versus reward calculation that can happen

37:02

there. But there's also beyond the financial

37:04

benefits of working for yourself, the ability

37:06

to be autonomous, to have, and if

37:08

that's something that you value, if you

37:10

value having autonomy, not having a boss,

37:13

then that makes it even more appealing.

37:15

So yeah, I think. Sometimes people are

37:17

starting their own businesses because they think

37:19

they have this great idea, but sometimes

37:21

it's just because they'd rather work for

37:24

themselves and work for a boss, and

37:26

that's a valid reason too. You call

37:28

marriage a negotiation game, which does not

37:30

mean like there isn't love there, but

37:33

it does mean two people are going

37:35

to encounter situations where their goals are

37:37

not perfectly aligned. What do we do

37:39

about those? Yeah, I feel like the

37:41

person I negotiate with the most is

37:44

my husband, which sounds it sounds bad,

37:46

but it is just like a daily

37:48

part of life. Like, you know, who's

37:50

going to take the kids to the

37:52

doctor's appointment or oftentimes it's about the

37:55

kids or who's going to, you know,

37:57

call the handyman to get something repaired.

37:59

It's always like a subtle or below

38:01

the surface negotiation that's happening. But I

38:03

think with the marriage, you don't want

38:06

to get into as a tip or

38:08

tap, where it's like, I did this,

38:10

so you have to do this. You

38:12

want to make sure there's enough surplus

38:14

in the relationship as economists call it,

38:17

where nobody is walking away just over

38:19

one disagreement. Within that relationship, you suggest

38:21

we try to align current goals and

38:23

future goals like. Consider what might change

38:25

down the line if we want children

38:28

and or when we have children. Yeah,

38:30

it's a really challenging thing to do,

38:32

but I mean, similar to buying a

38:34

home when you're getting married, you're making

38:37

a decision that could last for decades.

38:39

So you don't want to be present

38:41

biased. You don't want to just plan

38:43

based off of the honeymoon period. You

38:45

want to talk about what your lives

38:48

look like 10 years down the line.

38:50

And yeah, I talk about how marriage

38:52

marriage like you're entering into this cooperative

38:54

game where your goals. have to start

38:56

aligning or else you're going to always

38:59

be negotiating. So talking about what those

39:01

shared values are, those shared goals are

39:03

early on, can make the process of

39:05

marriage a lot smoother because you're not

39:07

constantly fighting over whose objectives are being

39:10

prioritized, you can align on the same

39:12

objectives. Should we start thinking about how

39:14

kids will affect our careers or how

39:16

our careers might affect our kids before

39:18

those kids even exist? Yes,

39:21

but I also don't want people to

39:23

freak out and try to plan too

39:25

much too far in advance. But if

39:27

you are early in your career and

39:30

you're planning on having kids say in

39:32

the next five, ten years, I think

39:34

it's never too early to start thinking

39:36

about what that would mean for you?

39:38

There are lots of different choices. Like,

39:40

are you going to continue working when

39:42

the kids are young? Or are you

39:44

going to be putting them in child

39:47

care? How much does that child care

39:49

cost? Does the city you live in

39:51

have affordable enough child care and affordable

39:53

enough housing to have both? Or would

39:55

you be better off maybe looking at

39:57

a different city where maybe you had

39:59

more support from family? all these things

40:01

are going to greatly change the economics

40:03

of rearing children for you. So I

40:06

think talking about that with your partner

40:08

is also really critical, especially when it

40:10

comes to things like where you're going

40:12

to live or whose parents are you

40:14

going to live near. Darryl, when we

40:16

are looking for a new job, some

40:18

employers will ask what sort of salary

40:20

range we expect. And this, I think,

40:22

creates anxiety for a lot of people

40:25

because on the one hand, we don't

40:27

want to price ourselves out of a

40:29

great job we might have enjoyed, but

40:31

we also don't want to offer ourselves

40:33

at a discount if we could have

40:35

earned more. So what should we say

40:37

about salary requirements if we don't just

40:39

panic and leave that form blank?

40:42

Yeah, usually the way that

40:44

recruiters phrase it is they ask

40:46

you how much you're currently making,

40:48

which you should not reveal. You

40:50

don't have to reveal it. So

40:52

what I would respond instead

40:54

is how much you expect to

40:57

make. That's what I always say.

40:59

And if you're worried about going

41:01

too high, just know that the recruiter

41:03

If they're interested in you for this

41:05

position, if you say a number that's

41:07

10% higher than their maximum, they're

41:10

still going to want to interview

41:12

you. They're going to want you to come

41:14

through because that's not a big enough difference

41:16

to matter. So I would try to get

41:18

ads close to the top of the range

41:20

of what this recruiter's budget is and try

41:22

to guess what the top of the range

41:24

is. And if you're off by 10% I think

41:26

it's still okay. You can do research

41:29

online to figure out what the range

41:31

is for pay. You can look on

41:33

websites like Glassdoor or others to see

41:35

what other people report their pay is

41:38

in those in that similar job, maybe

41:40

even at the exact same job. And

41:42

don't look at the middle, look at

41:44

the top, ask for the top. That's my

41:47

advice. Taboos around talking about income

41:49

have long existed within the workplace,

41:51

but really they exist in a

41:53

lot of other spaces as well,

41:55

right? Like most people don't talk

41:57

to their very best friends about

41:59

their salaries. Is that... something we

42:01

won't change? Is it something

42:03

we should change? Yeah, I think

42:05

it's always good to have

42:07

more information. I think what's... What

42:09

is nice nowadays is there are

42:11

these anonymous platforms where people can

42:14

share information without feeling like it's

42:16

going to impact their social relationships.

42:18

The reason people don't often

42:20

tell people how much money they make is

42:22

because they're worried it's going to change their

42:25

social relationships if people know that they earn

42:27

more or less than they do. So I

42:29

don't want to like say everybody should be

42:31

telling. every like all their friends and

42:33

family how much money they make if

42:35

they feel uncomfortable because I think that

42:37

those social reasons can be very real

42:39

but definitely go post it on websites

42:42

and share the information if it's in

42:44

an anonymous way that doesn't have any

42:46

social repercussions for you that's just like

42:48

a good thing you're doing for the

42:50

world when you put that out there. It

42:52

does open you up to judgment among people

42:54

you know if you earn whatever amount and

42:56

people think you're spending either too much or

42:58

too little for whatever reason. Right,

43:01

and I think that's nobody ever really

43:03

knows the full picture. Like you never

43:05

really know how much debt people are

43:07

in or what expenses they have ongoing.

43:09

Like are they caring for an older

43:11

parent? Are they sending money back home?

43:13

Or do they have some kind of

43:16

medical expense that you're not aware of?

43:18

I think it's like not really fair

43:20

at all to judge people for how

43:22

they're spending money. There's no. wrong or

43:24

right way to spend your money. So

43:26

I try not to judge anyone for

43:28

that, which I think should, if everyone

43:30

had that attitude, then it wouldn't matter

43:32

so much. Then you could just say

43:34

it because it wouldn't be so meaningful.

43:36

But I think because people, like it's hard

43:38

to say, the way you spend your money is

43:40

literally putting your money where your mouth

43:42

is. So you're signaling your values to

43:44

everybody, and not everybody has the same

43:47

values. Let's talk about the goals of saving

43:49

and investing. I mean, it's all well and

43:51

good for people who have all kinds of

43:53

spare money lying around at the end of

43:55

the month. What advice do you have for

43:57

people who are currently feel like they're currently...

44:00

just scraping by or in fact are just

44:02

scraping by? Well, if you're scraping by, like,

44:04

that is a tough spot to be in.

44:06

There's a lot of economic research that shows

44:08

that people who are living in scarcity just

44:10

have a harder time with everything. Even things

44:12

like solving, you know, day-to-day problems in their

44:14

lives, they're under this added financial stress, which

44:16

means that they just can't make decisions as

44:18

well. I think you should give yourself some

44:21

grace and understand that it's a really tough

44:23

spot to be in when you're struggling financially.

44:25

If I and then I would dive into

44:27

like what is the exact thing that you

44:29

are most worried about. Sometimes people feel like

44:31

renting, for example, is just throwing money away

44:33

and they'd really like to be a homeowner

44:35

and they're not saving enough to get to

44:37

that goal of home ownership. But if you're

44:39

living in a city where housing is really

44:42

expensive, but the job opportunities are really good,

44:44

then that's a very valid reason to be

44:46

renting because you're prioritizing getting your career in

44:48

a better place in the short term so

44:50

that you have enough money to pay for

44:52

your housing. in the long run. So I

44:54

think sometimes we can judge ourselves a lot

44:56

for not meeting the milestones of other people,

44:58

but if you are living in your values

45:00

and that's the only thing that matters, if

45:03

you're going towards your goals, they're your personal

45:05

goals, so you shouldn't be comparing yourself to

45:07

other people. Before I let you go, as

45:09

someone who is quite adept at playing the

45:11

game of capitalism, why did you call this

45:13

book Hate the game? economic system as yeah,

45:15

like kind of as a game and it's

45:17

it's not the best design game. There are

45:19

definitely a lot of flaws in it, which

45:22

is a good reason to hate it. But

45:24

the full expression is don't hate the player,

45:26

hate the game. And that's really what I

45:28

wanted to convey is that just because capitalism

45:30

has these issues that it isn't fair, it

45:32

doesn't implicate you to play. You are just

45:34

playing by the rules that are in front

45:36

of you. If anything, you shouldn't be directing

45:38

your anger at. the rules rules

45:40

themselves instead of punishing

45:43

yourself. the And the harder

45:45

you play, the more

45:47

lucky you are to

45:49

win, be and you

45:51

can be different than

45:53

the current winners. You

45:55

can the rules the rules

45:57

if you get to

45:59

a place where you

46:01

are, care of know, taking

46:04

care of yourself and

46:06

able to start the world

46:08

the world around you. game,

46:10

not hate the game,

46:12

not yourself. is chief economist at

46:14

is chief economist at the

46:16

book Hate author of the

46:18

book, Hate the Game,

46:20

Code for life, Codes Darryl, Love

46:23

and Work. for Daryl,

46:25

thanks so much for

46:27

the conversation. Thank

46:29

you for having me, this has

46:31

been great. has been great. Think by PRX, by

46:33

radio exchange. You can find us

46:35

on can Instagram, and anywhere you

46:37

like to get podcasts. you you can

46:39

find us at our website, And you

46:41

can find us at .org. Again, I'm Chris

46:43

Boyd. Thanks for listening. Have

46:45

a great day. great day. From

46:50

PRX.

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