1 Introduction

The non-relativistic quantum chromodynamics (NRQCD) [1] factorization approach is widely used to describe the production and decay of heavy quarkonium and has acquired significant achievements since it was proposed. The surplus production of \(J/\psi \) and \(\psi ^\prime \) in the large transverse momentum region at the Tevatron and the LHC seems to be powerful evidence in favor of NRQCD [2,3,4,5]. Furthermore, the complete next-to-leading order (NLO) corrections (including the contributions from the color-octet and color-singlet channels) were introduced and theoretical predictions with an identical set of long distance matrix elements (LDMEs) were almost compatible with all the \(J/\psi \) yield data at hadron colliders [6,7,8,9]. Additionally, \(\chi _\mathrm{c}\) production at hadron colliders was proved to be a successful case for the NLO NRQCD calculations [10]. For the long-pending polarization puzzle of \(J/\psi \) production, it seems also to be understood naturally using the NLO calculations [11]. Subsequently, the NLO analysis was also made for the \(\eta _\mathrm{c}\) production at hadron colliders and fitted the data well using a set of compilable LDMEs with the \(J/\psi \) polarization[12, 13]Footnote 1.

However, there are still some puzzles. The universality problem of the LDMEs is one of the notable difficulties. The color-octet LDMEs extracted from the \(J/\psi \) yield data by the different theoretical groups were incompatible with each other. For the \(J/\psi \) polarization and \(\eta _\mathrm{c}\) production, there are also different views in which NLO NRQCD calculations cannot describe the data well [14,15,16]. The entirely difference conclusions derive from the different selections of the LDMEs. It seems the three color-octet LDMEs (\(\langle ^3S_1^{8}\rangle \), \(\langle ^1S_0^{8}\rangle \), \(\langle ^3P_0^{8}\rangle \)) cannot be determined independently only using the present \(J/\psi \) hadroproduction data. In the work of Chao et al. [6], they introduce two linear combinations of the three color-octet LDMEs. Only the two new LDMEs are extracted from the data and the values of \(\chi ^2\) will be substantially reduced. It may imply the higher-order corrections should be considered to determine the exact magnitude of the three color-octet LDMEs. Meanwhile, the analysis combined with the data at other colliders [9] or the data of other charmonium states (e.g. \(\eta _\mathrm{c}\)) [12,13,14] production may help to determine the magnitude of the three color-octet LDMEs.

The inclusive \(J/\psi \) production in \(e^{+}e^{-}\) annihilation is a probe to verify the color-octet mechanism and provide people with a way to place restrictions on the color-octet LDMEs. The color-octet processes in the inclusive \(J/\psi \) production associated with light hadrons involve several channels including \(e^+e^-\rightarrow c\bar{c}(^3S_1^8) + q\bar{q}\), \(e^+e^-\rightarrow c\bar{c}(^3S_1^8) + gg\) and \(e^+e^-\rightarrow c\bar{c}(^1S_0^8, ^3P_J^{8}) + g\). At the B-factory (\(\sqrt{s}=10.6~\mathrm{GeV}\)), the short-distance coefficients (SDCs) are negligible for the \(^3S_1^8\) channels [17]. In the previous work [18], a constraint of the color-octet LDMEs (\(^1S_0^8\) and \(^3P_J^{8}\)) was obtained using the data of the inclusive \(J/\psi \) production at the B-factory. Meanwhile, some data of the exclusive \(J/\psi \) production near the \(J/\psi \) mass threshold have been released [19,20,21,22,23,24]. In this paper, we attempt to revisit the constraint on the values of the color-octet LDMEs of \(J/\psi \) production and two kinds of energy region including the B-factory and also the near-threshold region will be considered in the analysis.

2 Numerical results and analysis

Under the framework of the NRQCD factorization formalism, the color-singlet channel (\(^3S_1^{1}\)) and the color-octet channels (\(^3S_1^{8}\), \(^1S_0^{8}\), \(^3P_0^{8}\)) can contribute the \(J/\psi +X_{\mathrm{non{\text {-}}c}\bar{c}}\) cross sections,

$$\begin{aligned} \sigma _{\mathrm{non{\text {-}}c}\bar{c}}=\sum _n\sigma [n]=\sigma [^3S_1^{1}]+\sigma [^3S_1^{8}]+\sigma [^1S_0^{8}]+\sigma [^3P_0^{8}]. \end{aligned}$$
(1)

Up to \(\mathcal {O}(\alpha _s+v^2)\), the cross section for each channel can be represented as the product of the SDCs and the LDMEs,

$$\begin{aligned} \sigma [n]= & {} \{d^{00} + d^{10}\}\langle 0|\mathcal {O}[n]|0\rangle + d^{02}\langle 0|\mathcal {P}[n]|0\rangle \nonumber \\= & {} \{d^{00} + d^{10} + d^{02}m_\mathrm{c}^2\langle v^2\rangle \}\langle 0|\mathcal {O}[n]|0\rangle \nonumber \\\equiv & {} \hat{\sigma }[n]\langle 0|\mathcal {O}[n]|0\rangle . \end{aligned}$$
(2)

Here \(d^{00}\), \(d^{10}\), \(d^{02}\) denote the SDCs of the order of \(\alpha _s^0v^0\), \(\alpha _s^1v^0\), \(\alpha _s^0v^2\), respectively. The above matrix element \(\langle v^2 \rangle \) is defined as the ratio between the NLO LDMEs in \(\mathcal {O}(v^2)\) and the LO LDMEs in \(\mathcal {O}(v^0)\),

$$\begin{aligned} \langle v^2\rangle \equiv \frac{\langle 0|\mathcal {P}|0\rangle }{m_\mathrm{c}^2\langle 0|\mathcal {O}|0\rangle }. \end{aligned}$$
(3)

According to the velocity scaling (power counting) rules [1], one could estimate the magnitude of this matrix element as \(\langle v^2 \rangle \sim v^2\). Here v is the relative velocity between the heavy quark and anti-quark in the center-of-mass frame of \(Q\bar{Q}\) pair and \(v^2\approx 0.3\) for charmonium.

2.1 B-factory region

At the B-factory, the large gaps between the LO predictions and the experimental data in the exclusive and inclusive production of \(J/\psi \) have been greatly alleviated with the NLO corrections in the color-singlet frame [25,26,27,28]. It leaves little room for the color-octet mechanism. In the previous work [18], the authors gave an upper limit of the combined color-octet matrix elements (\(M_k={\langle 0|\mathcal {O}(^1S_0^8)|0\rangle }+k{\langle 0|\mathcal {O}(^3P_0^8)|0\rangle }/m_\mathrm{c}^2\)) using the NLO results in \(\alpha _s\) and the non-\(c\bar{c}\) cross sections (\(\sigma ^{exp.}(e^+e^-\rightarrow J/\psi +X_{\mathrm{non{\text {-}}c}\bar{c}})=(0.43\pm 0.09\pm 0.09)~\mathrm{pb}\)) measured by Belle [29]: \(M^{\alpha _s}_{4.0}<(2.0\pm 0.6)\times 10^{-2}~\mathrm{GeV}^3.\) In this paper, the relativistic corrections are also considered besides the radiative corrections, then the constraint will be revised as

$$\begin{aligned} {\left\{ \begin{array}{ll} M_{3.8\pm 1.3}^{(\alpha _s, v^2)}<(2.0\pm 0.9)\times 10^{-2}~\mathrm{GeV}^3&{} \quad \mu =2m_\mathrm{c} ,\\ M_{3.9\pm 0.8}^{(\alpha _s, v^2)}<(2.5\pm 1.0)\times 10^{-2}~\mathrm{GeV}^3&{} \quad \mu =\sqrt{s}/2, \end{array}\right. } \end{aligned}$$
(4)

with the following input parameters from potential model calculations [30]:

$$\begin{aligned} m_\mathrm{c}=1.4\pm 0.2~\mathrm{GeV},\quad \langle v^2 \rangle =0.225\pm 0.1. \end{aligned}$$
(5)

The strong-coupling constant \(\alpha _s\) is evolved by the two-loop formula,

$$\begin{aligned} \frac{\alpha _s(\mu )}{4\pi }=\frac{1}{\beta _0L}-\frac{\beta _1\ln L}{\beta _0^3L^2}, \end{aligned}$$
(6)

where \(L=\ln (\mu ^2/\Lambda _\mathrm{QCD}^2)\) with \(\Lambda _\mathrm{QCD}\approx 388~\mathrm{MeV}\), \(\beta _0=(11/3)C_\mathrm{A}-(4/3)T_\mathrm{f} n_\mathrm{f}\) and \(\beta _1=(34/3)C_\mathrm{A}^2-4C_\mathrm{F} T_\mathrm{f} n_\mathrm{f}-(20/3)C_\mathrm{A} T_\mathrm{f} n_\mathrm{f}\) are the one-loop and two-loop coefficients of the QCD beta function, respectively. \(\mu \) is the renormalization scale and \(n_\mathrm{f}\) is the active quark flavors which is set to 3 for charmonium. In Eq. (4), we choose two kinds of cases for the renormalization scale as \(\mu =2m_\mathrm{c}\) and \(\mu =\sqrt{s}/2\), respectively, to show the uncertainties from renormalization scale.

In previous work [9, 11, 13, 15, 31, 32], the LDMEs in \(J/\psi \) production were extracted from the experimental data of the \(J/\psi /\eta _\mathrm{c}\) hadronic production and are listed in Table 1. The differences among the numerical values reveal the difficulties to determine the exact values of the color-octet LDMEs. The work by Chao et al. implies that a wide range of values for \(\langle ^1S_0^8\rangle \) can satisfy the yields and polarizations of the \(J/\psi \) production at hadron colliders [6, 7, 11, 12]. The polarization puzzle can be understood in two different ways: the contributions from \(^3P_0^8\) and \(^3 S_1^8\) channels (1) cancel to each other or (2) are both small. The latter way requires very small values for \(\langle ^3P_0^8\rangle \) and \(\langle ^3 S_1^8\rangle \). The corresponding values of the combined matrix elements are also listed in the table. Most of the sets of LDMEs do not satisfy the constraint given by Eq. (4) except the set of LDMEs fitted by Butenschön et al.

Table 1 The LDMEs for \(J/\psi \) production extracted from the \(J/\psi /\eta _\mathrm{c}\) hadronic production through six works in units of \(10^{-2}~\mathrm{GeV}^3\) [9, 11, 13, 15, 31, 32]

2.2 Near-threshold region

Near the \(J/\psi \) mass threshold, there are no released data for the inclusive \(J/\psi \) production. Meanwhile, the BESIII and Belle collaborations measured the cross sections in the \(J/\psi \pi ^+\pi ^-\) final states at \(\sqrt{s}=3.2{-}5.5~\mathrm{GeV}\) [23, 24]. According to the results of their fit [23], the continuum cross sections are sightly above \(5~\mathrm{pb}\) and below \(10~\mathrm{pb}\). The inclusive cross sections will be larger in magnitude than that of \(J/\psi \pi ^+\pi ^-\) production by an enhancing factor. Assuming the factor is 2 at least, the numerical values of inclusive cross sections will be above \(10~\mathrm{pb}\).

Table 2 The SDCs of different channels for \(J/\psi \) Fock states in the center-of-mass energy region of \(4.6{-}5.6~\mathrm{GeV}\) are listed in this table and denoted by \(\hat{\sigma }[^{2s+1}L^{1,8}_J]\), which is defined in Eq. (2). The uncertainties of the color-octet SDCs are combined from that of \(m_\mathrm{c}\) and \(\langle v^2 \rangle \). The strong-coupling constant \(\alpha _s\) is running with the renormalization scale \(\mu \). In each cell, the number outside the bracket is evolved with \(\mu =2m_\mathrm{c}\) and \(\mu =\sqrt{s}/2\) for inside

For the theoretical calculations, the reliable predictions cannot be obtained at the region extremely near the threshold. Therefore, in our analysis we will concentrate on the energy regions of \(4.6{-}5.6~\mathrm{GeV}\) in which the non-perturbative effects are suppressedFootnote 2. The short-distance cross sections are shown in Table 2 and the same set of parameters in Eqs. (5, 6) are employed in the calculations. The relativistic and radiative corrections are included for the color-octet channels \(^1S_0^8\) and \(^3P_0^8\). For the \(^3S_1^8\) and color-singlet \(^3S_1^1\) channel, we give only the leading order results but one will find their numerical values are smaller in comparison with the color-octet channels even the higher-order corrections are considered. (We argue that the NLO radiative and relativistic corrections may enhance the color-singlet short-distance cross sections by a factor of about \(2.2{-}2.3\) [26, 27, 39].) From the table, one can see that the short-distance cross sections of \(^3P_0^{8}\) channel are three order of magnitude larger than that of color-singlet channel. The short-distance cross sections of the \(^1S_0^{8}\) channel are about two order of magnitude larger than that of color-singlet channel.

Fig. 1
figure 1

The constraints of LDMEs are given using the experimental data of \(J/\psi \) inclusive production at the B-factory [29] and \(J/\psi \pi ^+\pi ^-\) production in the energy region of \(4.6{-}5.6~\mathrm{GeV}\) [23, 24]. The former gives an upper bound corresponding to the brown dashed line. The latter gives a lower bound corresponding to the yellow band labeled Y. The gray shaded region presents the combined constraints to LDMEs. For comparison, the LDMEs extracted from the fit to the hadron colliders data in Table 1 are also shown and correspond to areas labeled A to I. The LDMEs of “Chao set3” which exceed the display range are not given in the plot

The total cross sections are sensitive to the selections of the color-octet LDMEs. The large SDCs shown in Table 2 imply the values of the LDMEs should be small. The negative cross sections may be obtained for the large negative P-wave LDMEs. For example, using the LDMEs fitted by Butenschön et al., the total cross sections in the energy region of \(4.6{-}5.6~\mathrm{GeV}\) will be negative. Given that the \(^1S_0^8\) LDMEs are of the order of \(0.1~\mathrm{GeV}^3\), the contributions from \(^1S_0^8\) channel might saturate or overshoot the data.

Next, we try to give a constraint of LDMEs using the above calculations in the energy region of \(4.6{-}5.6~\mathrm{GeV}\). As mentioned above, the numerical values of the total inclusive cross sections must be larger than that in the process of \(J/\psi \pi ^+\pi ^-\) and should be above \(10~\mathrm{pb}\) as the below expression,

$$\begin{aligned} \sigma _{\mathrm{non{\text {-}}c}\overline{c}}= \sigma [^1S_0^8]+\sigma [^3P_0^8]+\sigma [^3S_1^1]>10~\mathrm{pb}. \end{aligned}$$
(7)

Here, we neglect the contributions from \(^3S_1^8\) channel which are about two order of magnitude smaller than that from \(^1S_0^8\) channel referring to the SDCs shown in Table 2 and considering the \(^3S_1^8\) LDMEs to be of the same order of magnitude as the \(^1S_0^8\) LDMEs. In addition, the color-singlet matrix element \(\langle ^3S_1^1\rangle \) is of the order of \(1~\mathrm{GeV^3}\) and referring to the SDCs in Table 2, therefore the color-singlet cross sections would be less than \(10~\mathrm{pb}\). According to the above discussions, we suggest a looser constraint for the color-octet LDMEs:

$$\begin{aligned} \sigma [^1S_0^8]+\sigma [^3P_0^8]>0~\mathrm{pb}. \end{aligned}$$
(8)

But we note that the color-singlet channels may contribute significantly to the total cross sections if the color-singlet LDME is one or two orders of magnitude larger than the color-octet LDMEs.

The results of the constraint are shown in Fig. 1. Using the SDCs in Table 2, a lower bound curve will be obtained for each distinct center-of-mass energy according to Eq. (8). Subsequently, the extreme curves form the edges of the yellow band labeled Y. The LDMEs should be restricted above all the curves, therefore, above the yellow band labeled Y. The gray shaded region shows the constraints to LDMEs combined the data at the B-factory and in the energy region of \(4.6{-}5.6~\mathrm{GeV}\). As shown in Fig. 1, almost all the LDMEs fitted at hadron colliders are incompatible with the constraints. It leads to challenges to the universality of the NRQCD LDMEs. The dependence of the renormalization scale can be seen in the figure in which both the cases with \(\mu =2m_\mathrm{c}\) and with \(\mu =\sqrt{s}/2\) are given. In comparison with the lower bound derived from the near-threshold data, the upper bound from the B-factory data seems to heavily depend on the renormalization scale. The LDMEs are restricted to an extremely small area. In practice, the P-wave LDMEs \(\langle ^3P_0^8\rangle \) are restricted to the region of about \(-0.008m_\mathrm{c}^2\) to \(0.009m_\mathrm{c}^2~\mathrm{GeV}^3\). Note that the inclusive data observed by the Belle and BaBar is not compatible with each other: the total prompt \(J/\psi \) cross sections measured by BaBar [40] are twice as large as the values measured by Belle [29]. Therefore, further clarification is needed and the upper bound of the constraint region would make changes accordingly.

3 Summary

In this paper, we extend the previous work in Ref. [18] and study the color-octet LDMEs (\(\langle ^1S_0^{8}\rangle \), \(\langle ^3P_0^{8}\rangle \)) in inclusive \(J/\psi \) production at \(e^{+}e^{-}\) colliders. Both the radiative and the relativistic corrections are considered within the NRQCD framework. An upper bound of the LDMEs is obtained using the data at the B-factory. According to the released data of the exclusive \(J/\psi \) production associated with \(\pi ^+\pi ^-\) in the energy region of \(3.2{-}5.5~\mathrm{GeV}\), we argue that the color-octet cross sections of the inclusive \(J/\psi \) production must be larger in magnitude than zero picobarn in the region of \(4.6{-}5.6~\mathrm{GeV}\) and a lower bound of the LDMEs is obtained. Through our estimation, the P-wave color-octet matrix element for \(J/\psi \) (\(\langle 0|^3P^8_0|0\rangle \)) should be of the order of \(0.008m_\mathrm{c}^2~\mathrm{GeV}^3\) or less.