FirmsDecideWageOffer#

class bamengine.events.labor_market.FirmsDecideWageOffer[source]#

Bases: Event

Firms with vacancies post wage offers with random markup over previous offer.

Firms that have open vacancies increase their wage offers to attract workers. The wage increase is a random shock, and the final offer must satisfy the minimum wage constraint. Firms without vacancies leave their wage unchanged.

Algorithm

For each firm i:

Generate wage shock: \(\varepsilon_i \sim U(0, h_\xi)\)
If firm has vacancies (\(V_i > 0\)): - Apply markup: \(w'_i = w_{i,t-1} \times (1 + \varepsilon_i)\) - Enforce floor: \(w_i = \max(w'_i, \hat{w}_t)\)
Otherwise: \(w_i = w_{i,t-1}\) (unchanged)

Mathematical Notation

\[\begin{split}w_{i,t} = \begin{cases} \max(\hat{w}_t, w_{i,t-1} \times (1 + \varepsilon_i)) & \text{if } V_i > 0 \\ w_{i,t-1} & \text{otherwise} \end{cases}\end{split}\]

where:

\(w_i\): wage offer by firm i
\(\hat{w}_t\): minimum wage at period t
\(\varepsilon_i\): wage shock \(\sim U(0, h_\xi)\)
\(h_\xi\): maximum wage growth rate parameter (config)
\(V_i\): number of vacancies at firm i

Examples

Execute this event:

>>> import bamengine as be
>>> sim = be.Simulation.init(n_firms=100, seed=42)
>>> event = sim.get_event("firms_decide_wage_offer")
>>> event.execute(sim)

Check wage offers satisfy minimum wage:

>>> (sim.emp.wage_offer >= sim.ec.min_wage).all()
True

Find firms with vacancies:

>>> import numpy as np
>>> has_vacancies = sim.emp.n_vacancies > 0
>>> has_vacancies.sum()
25

Average wage offer from hiring firms:

>>> hiring_mask = sim.emp.n_vacancies > 0
>>> sim.emp.wage_offer[hiring_mask].mean()
1.15

Notes

This event must execute after FirmsDecideVacancies and AdjustMinimumWage.

Only firms with vacancies adjust their wage offers. Firms without vacancies retain their previous wage offer (though it may not be used until they post vacancies again).

The wage shock prevents firms from settling into static wage levels and introduces competition for workers.

See also

AdjustMinimumWage: Updates minimum wage floor
FirmsDecideVacancies: Determines which firms have open positions
WorkersDecideFirmsToApply: Workers select firms based on wage offers
bamengine.events._internal.labor_market.firms_decide_wage_offer: Implementation

execute(sim)[source]#

Execute the event’s logic.

Mutates simulation state in-place. This method must be implemented by all Event subclasses.

Parameters:: sim (Simulation) – The simulation instance containing all state and configuration.
Returns:: All mutations are in-place.
Return type:: None

Examples

Implement execute in a custom event:

>>> from bamengine import event, ops
>>>
>>> @event
... class CustomPricingEvent:
...     def execute(self, sim):
...         prod = sim.get_role("Producer")
...         # Apply 10% markup to all prices
...         new_prices = ops.multiply(prod.price, 1.1)
...         ops.assign(prod.price, new_prices)

Access configuration and RNG:

>>> @event
... class StochasticEvent:
...     def execute(self, sim):
...         shock = sim.config.h_rho
...         random_values = sim.rng.uniform(0, shock, size=sim.n_firms)
...         # Use random_values in calculations

Notes

The execute method receives full Simulation access, including: - All roles: sim.get_role(“RoleName”) or sim.prod, sim.wrk, etc. - Configuration: sim.config - RNG: sim.rng - Economy state: sim.ec

__init__()#

name = 'firms_decide_wage_offer'#

FirmsDecideWageOffer#

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