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Research article

Mobile banking during COVID-19 pandemic in Bangladesh: A novel mechanism to change and accelerate people's financial access

  • Received: 03 May 2021 Accepted: 14 July 2021 Published: 19 July 2021
  • JEL Codes: D91, G20, G24, G29

  • Limited access to financial services is considered as a vital bottleneck for curbing poverty in Bangladesh. Digital technology such as mobile banking can contribute to accelerate people's access to finance but did not receive proper attention before COVID-19. This study intends to explore the use of mobile banking services to accelerate people's financial access in Bangladesh due to the emergence of the COVID-19 pandemic by using secondary data. Mainly documentation techniques and descriptive statistical methods are used to collect and analyze the data. The study reveals that the number of registered mobile banking customers has escalated during the COVID-19 era. Mainly government policies regarding different mobile banking transactions such as cash in, cash out, person to person (P2P) transaction, salary and utility bill payments etc., have significantly contributed to rise the people's digital financial access during this pandemic. People's changing habit towards digital transactions has also contributed to increasing their financial access. The government should provide a convenient financial access platform to create a cashless society in the country.

    Citation: Most Nilufa Khatun, Sandip Mitra, Md Nazirul Islam Sarker. Mobile banking during COVID-19 pandemic in Bangladesh: A novel mechanism to change and accelerate people's financial access[J]. Green Finance, 2021, 3(3): 253-267. doi: 10.3934/GF.2021013

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  • Limited access to financial services is considered as a vital bottleneck for curbing poverty in Bangladesh. Digital technology such as mobile banking can contribute to accelerate people's access to finance but did not receive proper attention before COVID-19. This study intends to explore the use of mobile banking services to accelerate people's financial access in Bangladesh due to the emergence of the COVID-19 pandemic by using secondary data. Mainly documentation techniques and descriptive statistical methods are used to collect and analyze the data. The study reveals that the number of registered mobile banking customers has escalated during the COVID-19 era. Mainly government policies regarding different mobile banking transactions such as cash in, cash out, person to person (P2P) transaction, salary and utility bill payments etc., have significantly contributed to rise the people's digital financial access during this pandemic. People's changing habit towards digital transactions has also contributed to increasing their financial access. The government should provide a convenient financial access platform to create a cashless society in the country.



    A typical obstacle to the dispersive and scattering properties of the time evolution group associated with the Schrödinger equation

    itu=Δu+Vu (1.1)

    in the unknown uu(t,x), where tR, xRd (dN), and V:RdR is a given measurable potential, is the existence of non-trivial solutions to

    Δu+Vu=μu (1.2)

    for some μR.

    In those cases, relevant in a variety of contexts, where V is sufficiently localised ('with short range') and/or is a suitably small perturbation of the Laplacian, non-trivial L2(Rd)-solutions to (1.2) are interpreted as bound states of the associated Schrödinger operator, and if μ>0 one refers to it as an eigenvalue embedded in the continuum. Solutions to (1.2) in weaker L2-weighted spaces are generally known instead as resonances (a notion that we shall explicitly define in due time for the purposes of the present analysis), and they too affect the dispersive and scattering behaviour of the propagator defined by (1.1).

    When VL2loc(Rd), and in (1.2) uH2loc(Rd), it was first proved by Kato [30] that positive eigenvalues are absent, and by Agmon [1] and by Alshom and Smith [10] that positive resonances are absent too. For rougher (non-L2loc) potentials, positive eigenvalues were excluded by Ionescu and Jerison [27] and by Koch and Tataru [32] by means of suitable Carleman-type estimates which imply, owing to a unique continuation principle [29,31], that the corresponding eigenfunctions must be compactly supported and hence vanish. Absence of positive resonances whose associated resonant state u (solution to (1.2)) satisfies appropriate radiation conditions at infinity, was proved by Georgiev and Visciglia [20] for Ld/2loc-potentials decaying as |x|(1+ε) or faster.

    A closely related and equally challenging context, which this work is part of, is the counterpart problem of existence or non-existence of spectral obstructions (eigenvalues or resonances) when the potential V in (1.1) and (1.2) is formally replaced by a finite number of delta-like bumps localised at certain given points in space. This corresponds to a well-established rigorous construction of point-like perturbations of the free Laplacian usually referred to as 'Schrödinger operator with point interaction' (we refer to the monograph [4] as the standard reference in this field).

    We recall that among the various equivalent, yet conceptually alternative ways of defining on L2(Rd) the formal operator

    Δ+Nj=1νjδ(xyj) (1.3)

    obtained by adding to the free Laplacian N singular perturbations centred at the points y1,,yNRd and of magnitude, respectively, ν1,,νNR, one is to obtain (1.3) as the limit of Schrödinger operators with actual potentials V(j)ε(xyj) each of which, as ε0, spikes up to a delta-like profile, the support shrinking to the point {yj}, and another way is to define (1.3) as a self-adjoint extension of the restriction of Δ to smooth functions supported away from the yj's. Either approach reproduces the free Laplacian unless when d=1,2,3, in which case one obtains a non-trivial perturbation of Δ.

    In this work we shall focus on d=3 spatial dimensions and therefore fix a collection

    Y:={y1,,yN}R3

    of N distinct points where the perturbation is supported at. It turns out [4,Section Ⅱ.1.1] that the operator

    ΔC0(R3Y)

    is densely defined, real symmetric, and non-negative on L2(Rd), and admits a N2-real-parameter family of self-adjoint extensions, each of which acts as the free negative Laplacian on functions that are supported away from the interaction centres. The most relevant extensions constitute the N-parameter sub-family

    {Δα,Y|α(α1,,αN)(,]N}

    of so-called 'local' extensions, that is, the rigorous version of (1.3): for them the functions u in the domain of self-adjointness are only qualified by certain local boundary conditions at each singularity centre, with no pairing between distinct centres, which take the explicit form

    limrj0((rju)rj4παjrju)=0,rj:=|xyj|,j{1,,N}.

    Physically, each αj is proportional to the inverse scattering length of the interaction supported at yj. In particular, if for some j{1,,N} one has αj=, then no actual interaction is present at the point yj, and in practice things are as if one discards it. When α=, one recovers the the Friedrichs extension of ΔC0(R3Y), namely the self-adjoint negative Laplacian with domain H2(R3). We may henceforth assume, without loss of generality, that α runs over RN.

    The perturbations Δα,Y of Δ have a long history of investigation and in Section 2 we shall list a number of properties that rigorously qualify them and are relevant for our subsequent analysis. In the mathematical literature they were introduced and characterised for the case N=1 by Berezin and Faddeev [12], Albeverio, Høegh-Krohn, and Streit [6], Nelson [35], Albeverio, Fenstad, and Høegh-Krohn [3], and Albeverio and Høegh-Krohn [5]. For generic N1 centres, Δα,Y was rigorously studied first by Albeverio, Fenstad, and Høegh-Krohn [3], and subsequently characterised by Zorbas [45], Grossmann, Høegh-Krohn, and Mebkhout [24,25], Dąbrowski and Grosse [14], and more recently by Arlinskiĭ and Tsekanovskiĭ [11], and by Goloshchapova, Malamud, and Zastavnyi [22,23].

    The analysis of the dispersive and scattering properties of the Schrödinger propagator eitΔα,Y, tR, has been an active subject as well. A class of LpLq dispersive estimates were established by D'Ancona, Pierfelice, and Teta [15] (in weighted form), and by Iandoli and Scandone [26] (removing the weights used in [15] in the largest regime possible of the (p,q)-indices). The Lp-boundedness of the wave operators for the pair (Δα,Y,Δ) in the regime p(1,3) (from which dispersive and Strichartz estimates can be derived by intertwining Δ and Δα,Y), as well as the Lp-unboundedness of the wave operators when p=1 or p[3,+], was proved by Dell'Antonio et al. [16] (with counterpart results by Duchêne, Marzuola, and Weinstein [17] in d=1 and Cornean, Michelangeli, and Yajima [13] in d=2 dimensions).

    In analogy with the ordinary Schrödinger equation (1.1), also the dispersive features of the singular point-perturbed Schrödinger equation

    itu=Δα,Yu (1.4)

    strictly depend on the possible presence of eigenvalues or resonances for Δα,Y, and indeed in the above-mentioned works [15,16,26] special assumptions on the choice of α and Y are often made so as to ensure that no spectral obstruction occurs.

    In fact (see Theorem 2.2 below for the complete summary and references), the spectrum σ(Δα,Y) only consists of an absolutely continuous component [0,+) which is also the whole essential spectrum, plus possibly a number of non-positive eigenvalues. Thus, as usual, for the purposes of the dispersive analysis, one considers PaceitΔα,Y, namely the action of the singular Schrödinger propagator on the sole absolutely continuous subspace of L2(R3), and additionally one has to decide whether possible resonances are present.

    When N=1 the picture is completely controlled: Δα,Y has only one negative eigenvalue if α<0, and has only a resonance, at zero, if α=0; correspondingly the integral kernel of the propagator eitΔα,Y is explicitly known, as found by Scarlatti and Teta [39] and Albeverio, Brzeźniak, and Dąbrowski [2], from which LpLq dispersive estimates are derived directly, as found in [15]. In certain regimes of p,q slower decay estimates do emerge in the resonant case α=0, as opposed to the non-resonant one.

    For generic N perturbation centres, it is again well understood (see Theorem 2.2 below) that at most N non-positive eigenvalues can add up to the absolutely continuous spectrum [0,+) of Δα,Y. In particular, as discussed by one of us in [38,Sect. 3], a zero-energy eigenvalue may occur (see also [4,page 485]).

    The study of resonances for generic N has been attracting a considerable amount of attention. As explained in Section 2, it is known since the already mentioned work [25] by Grossmann, Høegh-Krohn, and Mebkhout (see also [4,Sect. Ⅱ.1.1]), that resonances and eigenvalues z2 of Δα,Y are detected, on an equal footing, by the singularity of an auxiliary N×N square matrix Γα,Y(z) depending on zC. Real negative resonances (thus z=iλ with λ>0) are excluded by the arguments of [25]. A zero resonance may occur, and one of us [38] qualified this possibility in terms of a convenient low-energy resolvent expansion which is at the basis of our definition 2.5 below. Complex resonances (Imz<0) have been investigated by Albeverio and Karabash [7,8,9] and Lipovský and Lotoreichik [34], using techniques on the localisation of zeroes of exponential polynomials, and turn out to lie mostly within certain logarithmic strips in the complex z-plane. Real positive resonances (thus, zR{0}) have been recently excluded by Galtbayar and Yajima [19], and implicitly also by Sjöstrand [40], and by Goloshchapova, Malamud, and Zastavnyi [22,23].

    In this work we supplement this picture by demonstrating the absence of positive resonances for Δα,Y with an argument that has the two-fold virtue of being particularly compact as compared to the general settings of [40] and [22,23], and exploiting the explicit structure of the matrix Γα,Y(z), unlike the abstract reasoning of [19] (further comments in this respect are cast at the end of Section 3). As such, the approach that we present here has its own autonomous interest.

    Moreover, we have already mentioned that the absence of positive resonances for an ordinary Schrödinger operator Δ+V is typically proved with Carleman's estimate, whereas for the singular version Δα,Y it appears to be very hard to use those classical techniques – and indeed our proof relies on a direct analysis based on the explicit formula for the resolvent: this makes any proof of absence of resonances surely valuable.

    In Section 2 we present the rigorous context within which our main result is formulated. In particular, we survey the definition and the basic properties of the singular point-perturbed Schrödinger operator Δα,Y and we formulate the precise definition of resonance.

    The proof of our main theorem is then discussed in Section 3, together with a few additional comments for comparison with the previous literature.

    We conclude our presentation in Section 4 with some final remarks that connect our main theorem with recent dispersive and scattering results for the Schrödinger evolution of the singular point-perturbed Laplacian, and highlight interesting open questions.

    Notation. For vectors in x,yRd the Euclidean norm and scalar products shall be denoted, respectively, by |x| and xy, whereas for the action of an operator (or a matrix, in particular) A on the vector v we shall simply write Av. The expression δj,k denotes the Kronecker delta. By 1 and O we shall denote, respectively, the identity and the zero operator, irrespectively of which vector space they act on, which will be clear from the context. By ¯z and Z we shall denote, respectively, the complex conjugate of a scalar zZ and the transpose conjugate of a square matrix Z with complex entries. We shall use the shorthand x:=1+x2 for xR. By B(X,Y) we shall denote the space of bounded linear operators from the Banach space X to the Banach space Y. For a vector ψ in a Hilbert space H the HH rank-one orthogonal projection onto the span of ψ shall be indicated with |ψψ|. The rest of the notation is standard or will be declared in due time.

    Let us start by collecting an amount of well known facts concerning the three-dimensional singular point-perturbed Schrödinger operator that we informally referred to in the course of the previous Section.

    Let us fix NN, a collection Y={y1,,yN} of distinct points in R3, and a multi-index parameter α(α1,,αN)RN.

    For zC and x,y,yR3, let us set

    Gyz(x):=eiz|xy|4π|xy|,Gyyz:={eiz|yy|4π|yy|ifyy0ify=y, (2.1)

    and

    Γα,Y(z):=((αjiz4π)δj,kGyjykz)j,k=1,,N. (2.2)

    Clearly, the map zΓα,Y(z) has values in the space of N×N symmetric, complex valued matrices, and is entire. Therefore, zΓα,Y(z)1 is meromorphic on C and hence the subset Eα,YC of poles of Γα,Y(z)1 is discrete. Let us further define

    E±α,Y:=Eα,YC±E0α,Y:=Eα,YR, (2.3)

    where C+ (resp., C) denotes as usual the open complex upper (resp., lower) half-plane.

    Definition 2.1. Let zC+E+α,Y. The operator Δα,Y is defined on the domain

    D(Δα,Y):={uL2(R3)|u=Fz+Nj,k=1(Γα,Y(z)1)jkFz(yk)GyjzforsomeFzH2(R3)} (2.4)

    by the action

    (Δα,Yz21)u=(Δz21)Fz. (2.5)

    It is straightforward to check that at fixed z the decomposition (2.4) of a generic element in D(Δα,Y) is unique, and that the space D(Δα,Y), as well as the action of Δα,Y on a generic function of its domain, are actually independent of the choice of z. Moreover, on H2-functions F vanishing at all points of Y one has Δα,YF=ΔF.

    Theorem 2.2 (Basic properties of the point-perturbed Schrödinger operator).

    (i) The operator Δα,Y is self-adjoint on L2(R3) and extends the operator ΔC0(R3Y). The Friedrichs extension of the latter, namely Δ with domain H2(R3), corresponds to the formal choice α= in Definition 2.1.

    (ii) If uD(Δα,Y) and u|U=0 for some open subset UR3, then (Δα,Yu)|U=0.

    (iii) The set E+α,Y of poles of Γα,Y(z)1 in the open complex half-plane consists of at most N points that are all located along the positive imaginary semi-axis, and for zC+E+ one has the resolvent identity

    (Δα,Yz21)1(Δz21)1=Nj,k=1(Γα,Y(z)1)jk|Gyjz¯Gykz|. (2.6)

    (iv) The essential spectrum of Δα,Y is purely absolutely continuous and coincides with the non-negative half-line, the singular continuous spectrum is absent, and there are no positive eigenvalues:

    σess(Δα,Y)=σac(Δα,Y)=[0,+)σsc(Δα,Y)=σp(Δα,Y)(,0].

    (v) There is a one-to-one correspondence between the poles z=iλE+α,Y of Γα,Y(z)1 and the negative eigenvalues λ2 of Δα,Y, counting the multiplicity. The eigenfunctions associated with the eigenvalue λ2<0 have the form

    u=Nj=1cjGyjiλ,

    where (c1,,cN)kerΓα,Y(iλ). In the special case N=1 (Y={y}),

    σp(Δα,Y)={ifα0{(4πα)2}ifα<0,

    and the unique negative eigenvalue, when it exists, is non-degenerate and with eigenfunction Gy4πiα.

    Theorem 2.2 is a collection of classical results from [24,25,45], which are discussed in detail, e.g., in [4,Sect. Ⅱ.1.1].

    In addition to Theorem 2.2, the spectral behavior of Δα,Y on the real line, and in particular the nature of the spectral point z2=0, was discussed by one of us in [38], and we shall now review those results.

    Let us first remark, as emerges from Theorem 2.2, that the eigenvalue zero is absent when N=1, but may occur when N2: examples of configurations of the yj's that produce a null eigenvalue are shown in [38,Sect. 3].

    In [38] a limiting absorption principle for Δα was established, in the spirit of the classical Agmon-Kuroda theory for the free Laplacian [1,33], and a low-energy resolvent expansion was produced, analogously to the case of regular Schrödinger operators with scalar potential [1,28].

    Theorem 2.3 ([38]). Let σ>0 and let Bσ be the Banach space

    Bσ:=B(L2(R3,x2+σdx),L2(R3,x2σdx)).

    (i) For every zC+E+α,Y one has (Δα,Yz21)1Bσ, and the map C+E+α,Yz(Δα,Yz21)1Bσ can be continuously extended to RE0α,Y.

    (ii) In a real neighborhood of z=0, one has the expansion

    (Δα,Yz21)1=z2R2+z1R1+R0(z), (2.7)

    for some R2,R1Bσ and some continuous Bσ-valued map zR0(z). Moreover, R2O if and only if zero is an eigenvalue for Δα,Y.

    In view of Theorem 2.3(ⅱ) and of the heuristic idea of a resonance as the existence of a non-L2 solution u to Δα,Yu=z2u, it is natural to say that Δα,Y has a zero resonance when (Δα,Yz21)1=O(z1) as z0, that is, with respect to the low-energy asymptotics (2.7), when R2=O and R1O.

    There is an equivalent way to formulate such an occurrence (the proof of which is also deferred to Section 3).

    Lemma 2.4. The following facts are equivalent:

    (i) in the asymptotics (2.7), R2=O and R1O;

    (ii) the matrix Γα,Y(0) is singular, but zero is not an eigenvalue of Δα,Y.

    The resolvent identity (2.6) and Lemma 2.4 above finally motivate the following precise notion of resonance.

    Definition 2.5. Let zC. The operator Δα,Y has a resonance at z2 if the matrix Γα,Y(z) is singular, but z2 is not an eigenvalue of Δα,Y.

    As announced in previous Section's introduction, in this work we focus on the exclusion of positive resonances – informally speaking, to draw a parallel to (1.2), we shall conclude that the equation

    Δα,Yu=μu(μ>0) (2.8)

    admits no non-trivial solutions, be they in L2(R3) (non-existence of embedded eigenvalues, as seen already in Theorem 2.2(iv)) or outside of L2(R3) (non-existence of embedded resonances). More precisely, in this work we prove that for any zR{0}, the spectral point μ=z2 is not a resonance.

    In view of Definition 2.5 and Theorem 2.2(iv), the absence of positive resonances is tantamount as the non-singularity of Γα,Y(z) for any zR{0}. This is precisely the form of our main result.

    Theorem 2.6. For every αRN, every collection Y={y1,yN} of N distinct points in R3, and every zR{0}, the matrix Γα,Y(z) is non-singular. Equivalently, the self-adjoint operator Δα,Y has no real positive resonances.

    Theorem 2.6, combined with Theorem 2.3, essentially completes the picture of the spectral theory for three-dimensional Schrödinger operators with finitely many point interactions.

    For completeness of presentation, at the end of the proof in the following Section, we shall comment on the comparison with the previous literature on the positive resonances of Δα,Y, and in the subsequent Section 4 we shall connect our main theorem with recent dispersive and scattering results for the propagator eitΔα,Y, together with some relevant open problems.

    This Section is mainly devoted to the proof of Theorem 2.6. In terms of the notation (2.3), one has to prove that the set E0α,Y{0} of non-zero poles of Γα,Y(z)1 on the real line is empty.

    In practice it suffices to only consider z>0, for Γα,Y(z)=Γα,Y(z) for any zR, and hence E0α,Y is symmetric with respect to z=0.

    In fact, E0α,Y is also finite. Indeed, E0α,YEα,Y is a discrete set, and for zR one has Γα,Y(z)=iz4π1+Λα,Y(z) where the matrix norm of Λα,Y(z) is uniformly bounded in z, therefore Γα,Y(z) is invertible for large enough z.

    Let us first present the proof of Lemma 2.4, which was at the basis of the definition of resonance for Δα,Y.

    Proof of Lemma 2.4. We recall [28,Section 2] that (Δz21)1Bσ for every zC+, and the map C+z(Δz21)1Bσ can be continuously extended to the real line. Moreover, we observe that the map Rz|Gy1z¯Gy2z|Bσ is continuous for any y1,y2R3. Owing to these facts, one compares the limits z0 in the resolvent identity (2.6), in the resolvent expansion (2.7), and in the low-energy expansion

    Γα,Y(z)1=z2A2+z1A1+O(1)

    established in [38,Proposition 5], and concludes

    R2OA2O,R1OA1O. (3.1)

    We can now prove the desired equivalence.

    (ⅰ)(ⅱ). Since R2=O, Theorem 2.3(ⅱ) guarantees that z=0 is not an eigenvalue for Δα,Y. Moreover, since R1O, by (3.1) also A1O, which implies in particular that Γα,Y(0) is singular.

    (ⅱ)(ⅰ). Since z=0 is not an eigenvalue for Δα,Y, Theorem 2.3(ⅱ) guarantees that R2=O, whence also A2=O owing to (3.1). Since Γα,Y(0) is singular, necessarily A1O, whence also R1O again owing to (3.1).

    Our argument for Theorem 2.6 is based upon the following useful result in linear algebra. We denote by SymN(R) the space of N×N symmetric real matrices.

    Lemma 3.1. Let A,BSymN(R), and assume furthermore that B is positive definite. Then AiB is non-singular.

    Proof. Suppose for contradiction that AiB is singular. Then there exist v,wRn, at least one of which is non-zero, such that

    (AiB)(v+iw)=0.

    We can exclude for sure that v=0, for in this case Bw+iAw=0, whence in particular Bw=0 and therefore w=0, against the assumption that v+iw0. Applying B1 to the identity above, separating real and imaginary parts, and setting C:=B1A, one gets

    Cv=w,Cw=v,

    which implies C2v=v. As v0, the conclusion is that 1 is an eigenvalue for C2. However, the matrix C=B1A can be diagonalised over R, since it is similar to the symmetric matrix B1/2AB1/2, and therefore C2 is similar to a positive semi-definite matrix. Hence 1 cannot be in the spectrum of C2.

    We shall also make use of the following property.

    Lemma 3.2. Let N,dN and let y1,,yN be distinct vectors in Rd. Then there exists a unit vector aRd such that the numbers avj are all distinct.

    Proof. Let σd be the area measure on the unit sphere Sd1:={xRd||x|=1}. For every pair (j,k), with j,k{1,,N}, jk, let us consider the set

    Pjk:={xRd|x(yjyk)=0}.

    Since yjyk, Pjk is an hyperplane in Rd, whence σd(Sd1Pjk)=0. It follows that the set

    Q:=Sd1j,k{1,,N}jk(Sd1Pjk)

    satisfies σd(Q)=σd(Sd1), and in particular Q is non-empty. If we choose aQ, then by construction the numbers ayj are all distinct.

    We are ready to prove the main Theorem.

    Proof of Theorem 2.6. Let z>0: owing to the scaling property

    Γα,Y(λz)=λΓλ1α,λY(z)

    valid for every λ>0, it is enough to prove that Γα,Y:=Γα,Y(1) is non-singular for any choice of α and Y.

    Using (2.1) and (2.2), we re-write

    Γα,Y=Aα,YiBY

    with Aα,Y,BYSymN(R) given explicitly by

    (Aα,Y)jk:=αjδj,kReGyjyk1(BY)jk:=14πsinc(|yjyk|),

    where the real function sinc(x) is defined by

    sinc(x):={sin(x)xifx01ifx=0.

    Owing to Lemma 3.1, the thesis follows when one proves that BY is positive definite.

    Based on an immediate integration in polar coordinates, it is convenient to express

    sinc(|x|)=14πS2eixpdσ2(p),xR3,

    where σ2(p) is the area measure on the unit sphere S2R3.

    For generic v(v1,,vN) let BY[v]:=vBYv be the quadratic form associated to BY. Since

    BY[v]=Nj,k=114πvjvksinc(|yjyk|)=116π2Nj,k=1vjvkS2ei(yjyk)pdσ2(p)=116π2S2|Nj=1vjeiyjp|2dσ2(p)0,

    then the matrix BY is positive semi-definite.

    To demonstrate that BY is actually positive definite, we specialise to the present context the clever argument by Castel, Filbir, and Szwarc [46] (in [46] the general question of linear independence of exponential maps over subsets of Rd is addressed).

    Assume that for some vR3{0} one has BYv=0. From the above computation of BY[v], one deduces

    Nj=1vjeiyjp=0pS2.

    We show, by induction on N, that the latter identity implies v=0. The case N=1 is obvious. Let N2, and in (*) let us consider all possible pS2 of the form

    p=asint+bcost,t[0,2π)

    for two fixed vectors a,bR3 such that |a|=|b|=1, ab, and the scalars αj:=yja with j{1,,N} are all distinct. Lemma 3.2 ensures that this choice of a and b is possible. It is non-restrictive to assume α1<<αN, and let us also set βj:=yjb, j{1,,N}. Then (*) reads

    Nj=1vjei(αjsint+βjcost)=0t[0,2π).

    In fact, since l.h.s. above depends analytically on t, such an identity holds true for every tC. Specialising it for t=iτ, τR, it takes the form

    Nj=1vjeαjsinhτ+iβjcoshτ=0τR,

    and also, upon dividing by exp(αNsinhτ+iβNcoshτ)0,

    Nj=1vje(αjαN)sinhτ+i(βjβN)coshτ=0τR.

    Since αj<αN for j<N, taking in the latter expression τ arbitrarily large and positive implies necessarily vN=0. By the inductive assumption that (*) implies v=0 when it is considered with N1 instead of N, one concludes that also v1==vN1=0.

    In the remaining part of this Section we comment on how the absence of positive resonances for Δα,Y could be also read out from the already mentioned works [19,22,23,40].

    In [40] a wide class of compactly supported perturbations of the Laplacian is considered, originally introduced by Sjöstrand and Zworski in [41], which include the case of finitely many point interactions. For these operators, it is proved a version of Rellich's uniqueness theorem [40,Theorem 2.4], which combined with the classical unique continuation principle for the Laplacian allows to deduce the absence of real resonances.

    In [19] the reasoning is based upon the computation of the residue of Γα,Y(z)1 at a generic pole zE0α,Y. From the resolvent identity (2.6) and the information that (Δα,Yz21)1 is bounded for zR{0} it is shown that one obtains instead a zero value, thus contradicting the fact that z is a pole. This approach requires the additional knowledge (already available, as seen in Theorem 2.2(iv)) that Δα,Y has no positive eigenvalues, and by-passes the explicit structure of the matrix Γα,Y(z).

    In [22,23] strictly speaking no reference to (positive) resonances of Δα,Y is made. The operator Δα,Y and its main properties are recovered by means of the alternative framework of boundary triplets and Weyl function. Then the positive definiteness of what we denoted here by BY is indirectly alluded to by considering another matrix, with similar structure, and proving for the latter the positive definiteness by means of general properties of positive definite functions like our sinc(x).

    In this short, concluding section we return to the general subject of the dispersive properties of the singular point-perturbed Schrödinger equation (1.4), in order to emphasize the connection of our Theorem 2.6 with recent dispersive and scattering results for the propagator eitΔα,Y.

    We already mentioned in Section 1 that L1L (and hence by interpolation general LpLq) dispersive estimates for eitΔα,Y were first proved in [15], with a suitable weight that accounts for the singularity |xyj|1 of eitΔα,Yf, whereas the subsequent work [26] reproduced such estimates without weight in the regime q[2,3). In [15] the authors assumed that Γα,Y(z) be non-singular for every zR. In view of Theorem 2.6, it is sufficient to impose that zero is regular (it is neither an eigenvalue, nor a resonance).

    On a related note, we mentioned that in [16] the Lp-boundedness for the wave operator for the pair (Δα,Y,Δ) was proved for all possible p's, namely p(1,3), under the implicit assumption of the absence of a zero eigenvalue as well as of positive resonances. The latter condition is now rigorously confirmed by Theorem 2.6.

    This rises up two interesting open questions. First, one would like to investigate whether, in the spirit of [15,26], an obstruction at zero in the form of a zero-energy eigenvalue or resonance would still allow one to derive certain (possibly slower) dispersive estimates. Let us recall that the counterpart problem for ordinary Schrödinger operators with spectral obstruction at zero has been intensively studied, significantly by Jensen and Kato [28], Rauch [36], Rodnianski and Schlag [37], Erdoğan and Schlag [18] and Yajima [42].

    Analogously, it would be of interest to understand whether some Lp-boundedness of the wave operator for (Δα,Y,Δ) is still valid in the presence of a zero-energy eigenvalue, thus extending the recent results by Goldberg and Green [21] and by Yajima [43,44] on the Lp-boundedness of wave operators for the ordinary Schrödinger operators with threshold singularities.

    These are questions that surely deserve to be investigated.

    Partially supported by the Alexander von Humboldt foundation.

    All authors declare no conflicts of interest in this paper.



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