Microscopic polymer integral equation theory is employed to investigate the
real space collective density fluctuations and interchain radial distribut
ion function of melts of associating AB heteropolymers of various global ar
chitectures (telechelic, multiblock). The correlation functions are analyze
d in detail to extract four characteristic collective structural length sca
les (local, intermediate, and global) which emerge due to aggregation of th
e minority sticky groups: multiplet size, diffuse cluster radius, microdoma
in period, and intermultiplet coherence length. The dependence of such quan
tities on temperature, chain architectures, sticky group concentration (f(B
)) and blockiness, chain stiffness, and monomer volume mismatch are systema
tically studied, and various apparent power law dependencies on temperature
and fB are deduced. A global real space scenario for self-assembly is cons
tructed describing the emergence and thermal evolution of each structural f
eature in a cooling experiment. Length scale dependent effective compositio
ns and densities surrounding a tagged minority or majority monomer are comp
uted, and their possible relevance to multiple glass transition phenomenon
in ionomer melts is discussed. Monomer volume mismatch is always found to i
nhibit the microphase separation process due to steric constraints which fr
ustrate tight sticky group packing. Comparisons with scattering experiments
suggest the theory provides a reliable qualitative and, sometimes, quantit
ative description of real space correlations in ionomer melts. Connections
between the detailed predictions and qualitative physical picture provided
by the microscopic theory with the phenomenological "modified hard sphere m
odel" of ionomer melts are established.