3
I. INTRODUCTION
Current observational evidence is compatible with a spatially flat Universe dominated by dark matter and dark
energy [1]. The standard cosmological model (ΛCDM hereafter) is good enough to give highly accurate predictions
of the features of the Cosmic Microwave Background (CMB), primordial abundances of light elements, and large-
scale structures. Although we have made significant progress, the nature of the dark sector remains an open question.
ΛCDM is based on General Relativity (GR), a theory consistent with a wealth of observational data from astrophysics
and cosmology. However, GR cannot be the ultimate gravity theory since some problems naturally emerge. To mention
a few, the theory has the several issues: i) the existence of singularities (suggesting that GR is still incomplete), ii) the
non-renormalizability, and iii) the fine-tuning problem (i.e., the issue in which fundamental constants seem to require
precise values of parameters to be compatible with the observable universe).
Apart from the issues of GR mentioned above, there are a couple of tensions within the ΛCDM model itself that
have been made clear by the high precision measurements of recent years. The first one to be mentioned is the weak
gravitational lensing at low redshifts (see, for instance [2,3]) and the second one the tension between measurements
of the Hubble constant H0(defined as H(t)≡˙a/a at the present-day (z= 0)) (see, for instance [4–9] and references
therein). To be more precise, it is important to clarify that the Hubble tension arises not from a contrast between high-
redshift and low-redshift data, but rather from discrepancies between predictions of H0within the ΛCDM model based
on high-redshift data and measurements derived from a model-independent approach utilizing low-redshift data. The
value of the Hubble constant H0[km s−1Mpc−1] = 67.3±1.1 (at 68%CL, Planck TT,TE,EE+lowE+lensing+BAO)
[10] is now at ∼5σtension with the most recent result found by local measurements, H0[km s−1Mpc−1] = 73.1±1.1
(at 68 CL) [11].
In this paper we focus on the following hypothesis: perhaps the assumption of time independence of the Newton
constant and the vacuum energy density is no longer valid at cosmological scales and therefore an appropriate de-
scription can be given in terms of an effective action. This could mean that an improvement to the ΛCDM model
could be made by including the scale dependence of the coupling constants.
Many other approaches are used to study the nature of dark energy. A phenomenological description of dark energy
could use a perfect fluid characterized by a time-varying equation of state (EOS) denoted w(a), where arepresents
the scale factor. However, many other proposals based on fundamental principles do exist and can be classified
into two broad categories: i) Dynamical dark energy models, where a new dynamical field is introduced to induce
the acceleration of the universe [12], and ii) Geometric dark energy models, where a new gravitational theory is
postulated to modify Einstein’s general relativity on cosmic scales [13,14]. We refer to [15,16] for comprehensive
reviews. Recently, the study of cosmological models in which the cosmological constant is assumed to be a function of
a certain energy scale has attracted attention. The reason is that a time-dependent vacuum energy makes possible to
alleviate the tension in measurements of H0[17,18] (see also e.g. [19–22] and references therein). The cosmological
equations in the most popular Λ-varying scenarios are generalizations of the Friedmann equations, and they offer a
richer phenomenology compared to the ΛCDM model [23]. There are also some works on cosmological models with a
variable Newton’s constant, see e.g. [24–26].
The present work focuses on a scale-dependent (SD) gravity model that, when used for cosmology, implies generalized
Friedmann equations with time-dependent quantities. The paper is organized as follows: Section II introduces the
framework of the SD gravity model used in this paper. In subsection II A we discuss the Null Energy Condition (NEC)
to complement the gravitational equations, while subsection II B provides the fundamental dynamical equations of
cosmological SD model. Then, in section III, we performed a likelihood analysis using H(z) data (subsection III A),
µ(z) data (subsection III B), BAO/CMB data (subsection III C), and a joint likelihood analysis (subsection III D). To
finish the paper, we summarize our main findings, and provide a short discussion in section IV.
II. FRAMEWORK: THE SCALE-DEPENDENT FORMALISM
The effective action, Γ[φ, k], where φrepresents the relevant fields in the theory and kthe renormalization energy
scale, is a powerful tool commonly used in quantum field theory. The effective action encompasses quantum features
absent in its classical counterpart that are relevant for an accurate description of the phenomena. Moreover, the
effective action has an extensive range of applications in fundamental particle physics, condensed matter physics,
quantum cosmology, and quantum gravity. For a comprehensive review see [27]. In this formalism the coupling
constants of the classical theory become SD quantities i.e.,
{A0, B0, C0,··· , Z0} −→ {Ak, Bk, Ck,··· , Zk},(1)
where the left-hand side corresponds to the classical set and the right-hand side corresponds to the quantum-corrected
SD set of couplings.